diff --git a/fvs_sight/optimizer_config.yaml b/fvs_sight/optimizer_config.yaml
index f97e3b0..41e22f9 100644
--- a/fvs_sight/optimizer_config.yaml
+++ b/fvs_sight/optimizer_config.yaml
@@ -13,10 +13,17 @@
 #     # fvs_worker : 1
 #     generic_worker2 : 1
 
-Q_label3 :
-  optimizer: 'worklist_scheduler'
-  num_questions: 2
-  mode : 'dsub_local_worker' #"dsub_cloud_worker" #(dsub_local, )
+Q_label3:
+  optimizer: "worklist_scheduler"
+  num_questions: 2500
+  mode: "dsub_cloud_worker" #"dsub_cloud_worker" # dsub_local_worker #(dsub_local, )
   workers:
     # fvs_worker : 1
-    fvs_worker : 1
+    generic_worker0: 50
+# Q_label3 :
+#   optimizer: 'worklist_scheduler'
+#   num_questions: 2
+#   mode : 'dsub_local_worker' #"dsub_cloud_worker" #(dsub_local, )
+#   workers:
+#     # fvs_worker : 1
+#     fvs_worker : 1
diff --git a/fvs_sight/worker_config.yaml b/fvs_sight/worker_config.yaml
index 30ab337..253665c 100644
--- a/fvs_sight/worker_config.yaml
+++ b/fvs_sight/worker_config.yaml
@@ -1,3 +1,7 @@
+generic_worker0:
+  docker: "gcr.io/cameltrain/kokua-workers:f92d941"
+  binary: "fvs_sight/fvs_sight_worker.py"
+
 generic_worker1:
   docker: "gcr.io/cameltrain/test-generic-worker-local:latest"
   binary: "py/sight/demo/fn_sphere1.py"
diff --git a/py/exp/analsysis_helpers.py b/py/exp/analsysis_helpers.py
deleted file mode 100644
index edc6b7c..0000000
--- a/py/exp/analsysis_helpers.py
+++ /dev/null
@@ -1,201 +0,0 @@
-"""Analysis helpers script for mq."""
-
-import datetime
-import json
-from urllib.parse import urlparse
-
-from google.cloud import storage
-import matplotlib.pyplot as plt
-import pandas as pd
-import plotly.express as px
-import plotly.graph_objects as go
-import seaborn as sns
-
-datetime = datetime.datetime
-
-
-def calculate_latency_per_messages(logs):
-  """Calculate latency per message from a list of logs.
-
-  Args:
-      logs (list): List of dictionaries containing log data. Each log should
-        include 'timestamp' and 'state'.
-
-  Returns:
-      pd.DataFrame: DataFrame with message IDs and corresponding latency in
-      seconds.
-  """
-  df = pd.DataFrame(logs)
-  df['timestamp'] = pd.to_datetime(df['timestamp'])  # Convert to datetime
-  pending_times = df[df['state'] == 'pending'].set_index(
-      'message_id')['timestamp']
-  completed_times = df[df['state'] == 'completed'].set_index(
-      'message_id')['timestamp']
-  latency = completed_times - pending_times
-  latency_df = latency.reset_index(name='latency')
-  latency_df['latency_seconds'] = latency_df['latency'].dt.total_seconds()
-  # Summary statistics
-  # stats = latency_df['latency_seconds'].describe()
-  # print(stats)
-  return latency_df
-
-
-def calculate_throughput(logs, time_interval='10S'):
-  """Calculate throughput (tasks completed per time interval) from a list of logs.
-
-  Args:
-      logs (list): List of dictionaries containing log data. Each log should
-        include 'timestamp' and 'state'.
-      time_interval (str): Pandas offset string for time intervals (e.g., '1T'
-        for 1 minute).
-
-  Returns:
-      pd.DataFrame: DataFrame with time intervals and corresponding throughput.
-  """
-  # Convert logs to a DataFrame
-  df = pd.DataFrame(logs)
-
-  # Ensure 'timestamp' is in datetime format
-  df['timestamp'] = pd.to_datetime(df['timestamp'])
-
-  # Filter logs for the 'completed' state
-  completed_logs = df[df['state'] == 'completed']
-
-  # Calculate throughput by resampling based on time intervals
-  throughput = (
-      completed_logs.set_index('timestamp').resample(time_interval).size())
-
-  # print(f'throughput => {throughput}')
-
-  # Reset index and rename the throughput column
-  return throughput.reset_index(name='throughput')
-
-
-def plot_throughput_trends(throughput_df, desc=''):
-  """Plots interactive throughput trends over time using Plotly.
-
-  Args:
-      throughput_df (pd.DataFrame): DataFrame with `timestamp` and `throughput`
-        columns.
-      desc (str): Description or title prefix for the plot.
-  """
-  fig = go.Figure()
-
-  # Add throughput trace
-  fig.add_trace(
-      go.Scatter(
-          x=throughput_df['timestamp'],
-          y=throughput_df['throughput'],
-          mode='lines+markers',
-          marker=dict(color='green'),
-          line=dict(color='green'),
-          name='Throughput',
-      ))
-
-  # Update layout
-  fig.update_layout(
-      title=f'{desc} Plot for Throughput Trends Over Time',
-      xaxis_title='Time',
-      yaxis_title='Tasks Completed (Throughput)',
-      template='plotly_dark',
-      legend=dict(title='Legend'),
-      xaxis=dict(showgrid=True),
-      yaxis=dict(showgrid=True),
-  )
-
-  fig.show()
-
-
-def plot_latency_trends(latency_df, desc=''):
-  """Plots interactive latency trends over message IDs using Plotly.
-
-  Args:
-      latency_df (pd.DataFrame): DataFrame with `message_id` and
-        `latency_seconds` columns.
-      desc (str): Description or title prefix for the plot.
-  """
-  fig = go.Figure()
-
-  # Add latency trace
-  fig.add_trace(
-      go.Scatter(
-          x=latency_df['message_id'],
-          y=latency_df['latency_seconds'],
-          mode='lines+markers',
-          marker=dict(color='blue'),
-          line=dict(color='blue'),
-          name='Latency',
-      ))
-
-  # Update layout
-  fig.update_layout(
-      title=f'{desc} Plot for Latency Trends Over Time',
-      xaxis_title='Message ID',
-      yaxis_title='Latency (seconds)',
-      template='plotly_dark',
-      legend=dict(title='Legend'),
-      xaxis=dict(showgrid=True),
-      yaxis=dict(showgrid=True),
-  )
-
-  fig.show()
-
-
-def analyze_message_flow(logs, desc=''):
-  """Analyzes the message flow from a list of logs.
-
-  Args:
-      logs (list): List of dictionaries containing log data. Each log should
-        include 'timestamp' and 'state'.
-      desc (str): Description or title prefix for the plot.
-  """
-
-  # Create a DataFrame from the logs
-  df = pd.DataFrame(logs)
-
-  # Convert the 'timestamp' column to datetime type
-  df['timestamp'] = pd.to_datetime(df['timestamp'])
-
-  # Sort by 'timestamp' to maintain proper order
-  df = df.sort_values('timestamp')
-
-  # Create an interactive scatter plot for the message states over time
-  fig = px.line(
-      df,
-      x='timestamp',
-      y='message_id',
-      color='state',  # Color by the state to differentiate states visually
-      title=desc + 'Plot for Message Transitions Over Time',
-      labels={
-          'timestamp': 'Time',
-          'message id': 'Message_ID'
-      },
-      hover_data=['message_id'],
-      template='plotly_dark',  # Optional: dark theme
-      markers=True,
-  )
-
-  # Customize layout for better readability
-  fig.update_layout(
-      hovermode='closest',
-      xaxis=dict(showgrid=True, title='Timestamp'),
-      yaxis=dict(showgrid=True, title='State'),
-      margin=dict(t=40, b=40, l=40,
-                  r=40),  # Adjust margins to make space for labels
-  )
-
-  # Show the plot
-  fig.show()
-
-
-def analyze_lentency(logs, desc):
-  latency_df = calculate_latency_per_messages(logs)
-  # print(latency_df)
-  # plot_latency_distribution(latency_df)
-  plot_latency_trends(latency_df, desc)
-
-
-def analyze_throughtput(logs, desc):
-  throughput_df = calculate_throughput(logs)
-  # print(throughput_df)
-  plot_throughput_trends(throughput_df, desc)
diff --git a/py/exp/analysis_helpers.py b/py/exp/analysis_helpers.py
new file mode 100644
index 0000000..7ad1e0d
--- /dev/null
+++ b/py/exp/analysis_helpers.py
@@ -0,0 +1,383 @@
+"""Analysis helpers script for mq."""
+
+import datetime
+
+import pandas as pd
+import plotly.express as px
+import plotly.graph_objects as go
+
+datetime = datetime.datetime
+
+
+def calculate_latency_per_messages(logs):
+  """Calculate latency per message from a list of logs.
+
+  Args:
+      logs (list): List of dictionaries containing log data. Each log should
+        include 'timestamp' and 'state'.
+
+  Returns:
+      pd.DataFrame: DataFrame with message IDs and corresponding latency in
+      seconds.
+  """
+  df = pd.DataFrame(logs)
+  df['timestamp'] = pd.to_datetime(df['timestamp'])  # Convert to datetime
+  pending_times = df[df['state'] == 'pending'].set_index(
+      'message_id')['timestamp']
+  completed_times = df[df['state'] == 'completed'].set_index(
+      'message_id')['timestamp']
+  latency = completed_times - pending_times
+  latency_df = latency.reset_index(name='latency')
+  latency_df['latency_seconds'] = latency_df['latency'].dt.total_seconds()
+  # Summary statistics
+  # stats = latency_df['latency_seconds'].describe()
+  # print(stats)
+  return latency_df
+
+
+def calculate_throughput(logs, time_interval='10S'):
+  """Calculate throughput (tasks completed per time interval) from a list of logs.
+
+  Args:
+      logs (list): List of dictionaries containing log data. Each log should
+        include 'timestamp' and 'state'.
+      time_interval (str): Pandas offset string for time intervals (e.g., '1T'
+        for 1 minute).
+
+  Returns:
+      pd.DataFrame: DataFrame with time intervals and corresponding throughput.
+  """
+  # Convert logs to a DataFrame
+  df = pd.DataFrame(logs)
+
+  # Ensure 'timestamp' is in datetime format
+  df['timestamp'] = pd.to_datetime(df['timestamp'])
+
+  # Filter logs for the 'completed' state
+  completed_logs = df[df['state'] == 'completed']
+
+  # Calculate throughput by resampling based on time intervals
+  throughput = (
+      completed_logs.set_index('timestamp').resample(time_interval).size())
+
+  # print(f'throughput => {throughput}')
+
+  # Reset index and rename the throughput column
+  return throughput.reset_index(name='throughput')
+
+
+def plot_throughput_trends(throughput_df, desc=''):
+  """Plots interactive throughput trends over time using Plotly.
+
+  Args:
+      throughput_df (pd.DataFrame): DataFrame with `timestamp` and `throughput`
+        columns.
+      desc (str): Description or title prefix for the plot.
+  """
+  fig = go.Figure()
+
+  # Add throughput trace
+  fig.add_trace(
+      go.Scatter(
+          x=throughput_df['timestamp'],
+          y=throughput_df['throughput'],
+          mode='lines+markers',
+          marker=dict(color='green'),
+          line=dict(color='green'),
+          name='Throughput',
+      ))
+
+  # Update layout
+  fig.update_layout(
+      title=f'{desc} Plot for Throughput Trends Over Time',
+      xaxis_title='Time',
+      yaxis_title='Tasks Completed (Throughput)',
+      template='plotly_dark',
+      legend=dict(title='Legend'),
+      xaxis=dict(showgrid=True),
+      yaxis=dict(showgrid=True),
+  )
+
+  fig.show()
+
+
+def plot_latency_trends(latency_df, desc=''):
+  """Plots interactive latency trends over message IDs using Plotly.
+
+  Args:
+      latency_df (pd.DataFrame): DataFrame with `message_id` and
+        `latency_seconds` columns.
+      desc (str): Description or title prefix for the plot.
+  """
+  fig = go.Figure()
+
+  # Add latency trace
+  fig.add_trace(
+      go.Scatter(
+          x=latency_df['message_id'],
+          y=latency_df['latency_seconds'],
+          mode='lines+markers',
+          marker=dict(color='blue'),
+          line=dict(color='blue'),
+          name='Latency',
+      ))
+
+  # Update layout
+  fig.update_layout(
+      title=f'{desc} Plot for Latency Trends Over Time',
+      xaxis_title='Message ID',
+      yaxis_title='Latency (seconds)',
+      template='plotly_dark',
+      legend=dict(title='Legend'),
+      xaxis=dict(showgrid=True),
+      yaxis=dict(showgrid=True),
+  )
+
+  fig.show()
+
+
+def analyze_message_flow(logs, desc=''):
+  """Analyzes the message flow from a list of logs.
+
+  Args:
+      logs (list): List of dictionaries containing log data. Each log should
+        include 'timestamp' and 'state'.
+      desc (str): Description or title prefix for the plot.
+  """
+
+  # Create a DataFrame from the logs
+  df = pd.DataFrame(logs)
+
+  # Convert the 'timestamp' column to datetime type
+  df['timestamp'] = pd.to_datetime(df['timestamp'])
+
+  # Sort by 'timestamp' to maintain proper order
+  df = df.sort_values('timestamp')
+
+  # Create an interactive scatter plot for the message states over time
+  fig = px.line(
+      df,
+      x='timestamp',
+      y='message_id',
+      color='state',  # Color by the state to differentiate states visually
+      title=f'{desc} Plot for Message Transitions Over Time',
+      labels={
+          'timestamp': 'Time',
+          'message id': 'Message_ID'
+      },
+      hover_data=['message_id'],
+      template='plotly_dark',  # Optional: dark theme
+      markers=True,
+  )
+
+  # Customize layout for better readability
+  fig.update_layout(
+      hovermode='closest',
+      xaxis=dict(showgrid=True, title='Timestamp'),
+      yaxis=dict(showgrid=True, title='State'),
+      margin=dict(t=40, b=40, l=40,
+                  r=40),  # Adjust margins to make space for labels
+  )
+
+  # Show the plot
+  fig.show()
+
+
+def analyze_lentency(logs, desc):
+  latency_df = calculate_latency_per_messages(logs)
+  # print(latency_df)
+  # plot_latency_distribution(latency_df)
+  plot_latency_trends(latency_df, desc)
+
+
+def analyze_throughtput(logs, desc):
+  throughput_df = calculate_throughput(logs)
+  # print(throughput_df)
+  plot_throughput_trends(throughput_df, desc)
+
+
+def analyze_full_queue_sizes(logs, desc=''):
+  """Analyzes the sizes of the pending, active, and completed queues over time.
+
+  Args:
+      logs (list): List of dictionaries containing log data. Each log should
+        include 'timestamp', 'state', and 'message_id'.
+      desc (str): Description or title prefix for the plot.
+  """
+
+  # Create a DataFrame from the logs
+  df = pd.DataFrame(logs)
+
+  # Convert the 'timestamp' column to datetime type
+  df['timestamp'] = pd.to_datetime(df['timestamp'])
+
+  # Sort logs by timestamp to ensure proper order
+  df = df.sort_values('timestamp')
+
+  # Initialize columns for queue changes
+  df['pending_change'] = df['state'].apply(lambda x: 1 if x == 'pending' else -1
+                                           if x == 'active' else 0)
+  df['active_change'] = df['state'].apply(lambda x: 1 if x == 'active' else -1
+                                          if x == 'completed' else 0)
+  df['completed_change'] = df['state'].apply(lambda x: 1
+                                             if x == 'completed' else 0)
+
+  # Calculate cumulative sizes for each queue
+  df['pending_size'] = df['pending_change'].cumsum()
+  df['active_size'] = df['active_change'].cumsum()
+  df['completed_size'] = df['completed_change'].cumsum()
+
+  # Create a melted DataFrame to plot all sizes in one graph
+  queue_sizes = df.melt(
+      id_vars=['timestamp'],
+      value_vars=['pending_size', 'active_size', 'completed_size'],
+      var_name='Queue',
+      value_name='Size',
+  )
+
+  # Create a line plot for queue sizes over time
+  fig = px.line(
+      queue_sizes,
+      x='timestamp',
+      y='Size',
+      color='Queue',  # Different colors for each queue
+      title=f'{desc} Queue Sizes Over Time',
+      labels={
+          'timestamp': 'Time',
+          'Size': 'Queue Size'
+      },
+      template='plotly_dark',  # Optional: dark theme
+  )
+
+  # Customize layout for better readability
+  fig.update_layout(
+      hovermode='closest',
+      xaxis=dict(showgrid=True, title='Timestamp'),
+      yaxis=dict(showgrid=True, title='Queue Size'),
+      margin=dict(t=40, b=40, l=40, r=40),  # Adjust margins
+      legend=dict(title='Queue',
+                  orientation='h',
+                  x=0.5,
+                  xanchor='center',
+                  y=-0.2),
+  )
+
+  # Show the plot
+  fig.show()
+
+
+def analyze_message_time_taken_in_state(logs, desc=''):
+  """Analyzes the time taken for messages to transition between states.
+
+  Args:
+    logs: A list of dictionaries, where each dictionary represents a log entry.
+      Each log entry should contain the following keys: 'timestamp',
+      'message_id', 'state', and 'time_taken'.
+    desc: An optional description for the plot title.
+
+  """
+
+  # Create a DataFrame from the logs
+  df = pd.DataFrame(logs)
+
+  # Convert the 'timestamp' column to datetime type
+  df['timestamp'] = pd.to_datetime(df['timestamp'])
+
+  # Sort logs by timestamp to ensure proper order
+  df = df.sort_values('timestamp')
+
+  fig = px.line(
+      df,
+      x='message_id',
+      y='time_taken',
+      color='state',
+      markers=True,
+      title=f'{desc} Message Time taken in each state',
+      labels={
+          'time_taken': 'Time taken (seconds)',
+          'message_id': 'Message ID',
+          'state': 'Queue State',
+      },
+      color_discrete_map={
+          'PENDING': '#FFA500',  # Orange
+          'ACTIVE': '1E90FF',  # Blue
+          'COMPLETED': '#32CD32',  # Green
+      },
+      template='plotly_dark',  # Optional: dark theme
+  )
+
+  # Customize layout for better readability
+  fig.update_layout(
+      hovermode='closest',
+      xaxis=dict(showgrid=True, title='Message ids'),
+      yaxis=dict(showgrid=True, title='Time taken in seconds'),
+      margin=dict(t=40, b=40, l=40, r=40),  # Adjust margins
+      legend=dict(title='Queue\'s states',
+                  orientation='h',
+                  x=0.5,
+                  xanchor='center',
+                  y=-0.2),
+  )
+
+  # Show the plot
+  fig.show()
+
+
+def analyze_message_time_taken_with_time(logs, desc=''):
+  """Analyzes message time taken with time from logs.
+
+  Args:
+    logs: A list of dictionaries, where each dictionary represents a log entry
+      and contains keys like 'timestamp', 'message_id', 'state', and
+      'time_taken'.
+    desc: A description of the logs.
+
+  Returns:
+    None
+  """
+  # Create a DataFrame from the logs
+  df = pd.DataFrame(logs)
+
+  # Convert the 'timestamp' column to datetime type
+  df['timestamp'] = pd.to_datetime(df['timestamp'])
+
+  # Sort logs by timestamp to ensure proper order
+  df = df.sort_values('timestamp')
+
+  fig = px.line(
+      df,
+      x='timestamp',
+      y='time_taken',
+      color='state',
+      markers=True,
+      title=f'{desc} Message Time Taken with reference to timestamp',
+      labels={
+          'time_taken': 'Time Taken (seconds)',
+          'timestamp': 'TimeStamp',
+          'state': 'Queue State',
+      },
+      color_discrete_map={
+          'PENDING': '#FFA500',  # Orange
+          'ACTIVE': '1E90FF',  # Blue
+          'COMPLETED': '#32CD32',  # Green
+      },
+      template='plotly_dark',  # Optional: dark theme
+  )
+
+  # Customize layout for better readability
+  fig.update_layout(
+      hovermode='closest',
+      xaxis=dict(showgrid=True, title='Time'),
+      yaxis=dict(showgrid=True, title='Time taken (seconds)'),
+      margin=dict(t=40, b=40, l=40, r=40),  # Adjust margins
+      legend=dict(
+          title="Queue's states",
+          orientation='h',
+          x=0.5,
+          xanchor='center',
+          y=-0.2,
+      ),
+  )
+
+  # Show the plot
+  fig.show()
diff --git a/py/exp/analysis_v1.ipynb b/py/exp/analysis_v1.ipynb
index 4010682..2db1d9f 100644
--- a/py/exp/analysis_v1.ipynb
+++ b/py/exp/analysis_v1.ipynb
@@ -6,7 +6,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from analsysis_helpers import analyze_lentency, analyze_throughtput ,analyze_message_flow"
+    "from analsysis_helpers import analyze_lentency, analyze_throughtput ,analyze_message_flow , analyze_full_queue_sizes , analyze_message_time_taken_in_state , analyze_message_time_taken_with_time"
    ]
   },
   {
@@ -18,6 +18,10 @@
      "data": {
       "text/plain": [
        "['/usr/local/google/home/hrushikeshm/Desktop/x-kokua/sightRepo/py/exp',\n",
+       " '/usr/local/google/home/hrushikeshm/Desktop/x-kokua/sightRepo/py/helpers',\n",
+       " '/usr/local/google/home/hrushikeshm/Desktop/x-kokua/sightRepo/py',\n",
+       " '/usr/local/google/home/hrushikeshm/Desktop/x-kokua/sightRepo',\n",
+       " '/usr/local/google/home/hrushikeshm/Desktop/x-kokua',\n",
        " '/usr/local/buildtools/current/sitecustomize',\n",
        " '/usr/local/google/home/hrushikeshm/.pyenv/versions/3.10.0/lib/python310.zip',\n",
        " '/usr/local/google/home/hrushikeshm/.pyenv/versions/3.10.0/lib/python3.10',\n",
@@ -55,6 +59,10 @@
      "data": {
       "text/plain": [
        "['/usr/local/google/home/hrushikeshm/Desktop/x-kokua/sightRepo/py/exp',\n",
+       " '/usr/local/google/home/hrushikeshm/Desktop/x-kokua/sightRepo/py/helpers',\n",
+       " '/usr/local/google/home/hrushikeshm/Desktop/x-kokua/sightRepo/py',\n",
+       " '/usr/local/google/home/hrushikeshm/Desktop/x-kokua/sightRepo',\n",
+       " '/usr/local/google/home/hrushikeshm/Desktop/x-kokua',\n",
        " '/usr/local/buildtools/current/sitecustomize',\n",
        " '/usr/local/google/home/hrushikeshm/.pyenv/versions/3.10.0/lib/python310.zip',\n",
        " '/usr/local/google/home/hrushikeshm/.pyenv/versions/3.10.0/lib/python3.10',\n",
@@ -80,7 +88,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from sight_service.message_logger import LogStorageCollectStrategy"
+    "from sight_service.message_queue.message_logger.log_storage_collect import CachedBasedLogStorageCollectStrategy"
    ]
   },
   {
@@ -90,7 +98,7 @@
    "outputs": [],
    "source": [
     "def get_all_logs(dir_prefix : str ):\n",
-    "  logger_collector = LogStorageCollectStrategy(cache_type='gcs', config={\n",
+    "  logger_collector = CachedBasedLogStorageCollectStrategy(cache_type='gcs', config={\n",
     "          \"gcs_base_dir\": \"sight_mq_logs_for_analysis\",\n",
     "          \"gcs_bucket\": \"cameltrain-sight\",\n",
     "          \"dir_prefix\": dir_prefix\n",
@@ -100,14 +108,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "1000 tasks 15 workers batch-size 10 , total logs => 3000\n"
+      "4000 tasks 10 workers batch-size 10 with time_taken , total logs => 12000\n"
      ]
     },
     {
@@ -118,8 +126,8 @@
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+         "hovertemplate": "Queue=pending_size<br>Time=%{x}<br>Queue Size=%{y}<extra></extra>",
+         "legendgroup": "pending_size",
          "line": {
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@@ -127,1011 +135,12011 @@
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@@ -9906,156 +97978,24124 @@
          }
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         "title": {
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+          0.00010919570922851562,
+          0.0002586841583251953,
+          0.00012373924255371094,
+          0.00011229515075683594,
+          0.00011205673217773438,
+          0.0001049041748046875,
+          0.0002694129943847656,
+          0.00014472007751464844,
+          0.00015497207641601562,
+          0.00013208389282226562,
+          0.00012421607971191406,
+          0.00035953521728515625,
+          0.00011897087097167969,
+          0.0001201629638671875,
+          0.00011014938354492188,
+          0.00010800361633300781,
+          0.00031256675720214844,
+          0.00013065338134765625,
+          0.00011539459228515625,
+          0.00011014938354492188,
+          0.00010609626770019531
+         ],
+         "yaxis": "y"
         }
        ],
        "layout": {
+        "hovermode": "closest",
         "legend": {
+         "orientation": "h",
          "title": {
-          "text": "Legend"
-         }
+          "text": "Queue's states"
+         },
+         "tracegroupgap": 0,
+         "x": 0.5,
+         "xanchor": "center",
+         "y": -0.2
+        },
+        "margin": {
+         "b": 40,
+         "l": 40,
+         "r": 40,
+         "t": 40
         },
         "template": {
          "data": {
@@ -10883,18 +122923,28 @@
          }
         },
         "title": {
-         "text": "1000 tasks 15 workers batch-size 10 Plot for Throughput Trends Over Time"
+         "text": "4000 tasks 10 workers batch-size 10 with time_taken Message Time taken in each state"
         },
         "xaxis": {
+         "anchor": "y",
+         "domain": [
+          0,
+          1
+         ],
          "showgrid": true,
          "title": {
-          "text": "Time"
+          "text": "Message ids"
          }
         },
         "yaxis": {
+         "anchor": "x",
+         "domain": [
+          0,
+          1
+         ],
          "showgrid": true,
          "title": {
-          "text": "Tasks Completed (Throughput)"
+          "text": "Time taken in seconds"
          }
         }
        }
@@ -10906,14 +122956,30 @@
    ],
    "source": [
     "exps = [\n",
-    "  # ('100 tasks , 1 worker batch size 5', 'log_chunks_2025-01-27_11-10-33'),\n",
+    "  # ('100 tasks , 1 worker batch size 5', 'log_chunks_2025-01-27_11-10-33'),   # worked\n",
     "  # ('1250 tasks , 50 workers batch-size 5','log_chunks_2025-01-27_11-57-17'), # failed didn't work\n",
     "  # ('1000 tasks 25 workers batch-size 10','log_chunks_2025-01-27_13-11-10'), # failed didn't work\n",
     "  # ('500 tasks 5 workers batch-size 10','log_chunks_2025-01-27_17-25-12'), # worked with less workers\n",
-    "  # ('1000 tasks 5 workers batch-size 10','log_chunks_2025-01-27_18-02-02'), # # worked with less workers\n",
-    "  # ('1000 tasks 10 workers batch-size 10','log_chunks_2025-01-27_20-03-31'), # # worked with less workers\n",
-    "  # ('1000 tasks 20 workers batch-size 10','log_chunks_2025-01-28_06-11-33'), # # failed didn't work\n",
-    "  ('1000 tasks 15 workers batch-size 10','log_chunks_2025-01-28_06-37-21'), # # worked with less workers\n",
+    "  # ('1000 tasks 5 workers batch-size 10','log_chunks_2025-01-27_18-02-02'), #  worked with less workers\n",
+    "  # ('1000 tasks 10 workers batch-size 10','log_chunks_2025-01-27_20-03-31'), # worked with less workers\n",
+    "  # ('1000 tasks 15 workers batch-size 10','log_chunks_2025-01-28_06-37-21'), # worked with less workers\n",
+    "  # ('1000 tasks 20 workers batch-size 10','log_chunks_2025-01-28_06-11-33'), # failed didn't work\n",
+    "  \n",
+    "  \n",
+    "  #  added the exponential backoff on grpc server (previous : no retry even once) and worker_alive (previous ping the server every 5s)\n",
+    "  # ('1500 tasks 20 workers batch-size 10','log_chunks_2025-01-29_09-42-58'),      # worked\n",
+    "  # ('5000 tasks 25 workers batch-size 25','log_chunks_2025-01-29_10-21-27'),      # didn't work\n",
+    "  # ('2000 tasks 25 workers batch-size 25','log_chunks_2025-01-29_11-06-36'),      # worked\n",
+    "  # ('4000 tasks 25 workers batch-size 25','log_chunks_2025-01-29_11-40-48'),      # worked\n",
+    "  # ('5000 tasks 25 workers batch-size 25','log_chunks_2025-01-29_13-23-18'),      # didn't work\n",
+    "  # ('5000 tasks 30 workers batch-size 25','log_chunks_2025-01-29_14-02-33'),      # didn't work\n",
+    "  \n",
+    "  # ('5000 tasks 30 workers batch-size 10 with time_taken','log_chunks_2025-02-03_10-40-24'),   # didn't work\n",
+    "  # ('10000 tasks 50 workers batch-size 10 with time_taken','log_chunks_2025-02-03_17-04-33'),  #didn't work\n",
+    "  # ('10000 tasks 50 workers batch-size 10 with time_taken','log_chunks_2025-02-04_06-44-50'),  #didn't work\n",
+    "  ('4000 tasks 10 workers batch-size 5 with time_taken','log_chunks_2025-02-04_12-11-25'),  #didn't work\n",
+    "    # ('10000 tasks 50 workers batch-size 25 with time_taken','log_chunks_2025-02-04_06-44-50'),  #didn't work\n",
+    "  # ('10 tasks 1 workers batch-size 5 ','log_chunks_2025-01-30_20-51-42')\n",
     "]\n",
     "\n",
     "\n",
@@ -10921,9 +122987,13 @@
     "for (desc,chunk_prefix) in exps:\n",
     "  logsx = get_all_logs(dir_prefix = chunk_prefix)\n",
     "  print(f\"{desc} , total logs => {len(logsx)}\")\n",
-    "  analyze_message_flow(logsx,desc)\n",
-    "  analyze_lentency(logsx,desc)\n",
-    "  analyze_throughtput(logsx,desc)"
+    "  # analyze_message_flow(logsx,desc)\n",
+    "  # analyze_lentency(logsx,desc)\n",
+    "  # analyze_throughtput(logsx,desc)\n",
+    "  analyze_full_queue_sizes(logsx,desc)\n",
+    "  if \"time_taken\" in desc:\n",
+    "    analyze_message_time_taken_with_time(logsx,desc)\n",
+    "    analyze_message_time_taken_in_state(logsx,desc)"
    ]
   },
   {
diff --git a/py/helpers/logs/logs_handler.py b/py/helpers/logs/logs_handler.py
index f5ea7f8..9194049 100644
--- a/py/helpers/logs/logs_handler.py
+++ b/py/helpers/logs/logs_handler.py
@@ -12,7 +12,7 @@
 from google.cloud import logging as cloud_logging
 
 # Set this to True for Cloud logging
-USE_CLOUD_LOGGING = False
+USE_CLOUD_LOGGING = True
 
 
 class CustomAdapter(logging.LoggerAdapter):
@@ -32,9 +32,9 @@ def process(self, msg, kwargs):
 
 # Set up Python logging
 logger = logging.getLogger("myLogger")
-logger.setLevel(logging.INFO)
+logger.setLevel(logging.DEBUG)
 logger.addHandler(handler)
 # adapter = CustomAdapter(logger, {'user': 'meetashah'})
 
 # Example of logging
-# logger.info("This is an info message logged to GCP")
+# logger.info("This is an info message logged to GCP from VM")
diff --git a/py/sight/demo/multiple_opt_demo.py b/py/sight/demo/multiple_opt_demo.py
index 3762be4..1b078a6 100644
--- a/py/sight/demo/multiple_opt_demo.py
+++ b/py/sight/demo/multiple_opt_demo.py
@@ -43,133 +43,27 @@ def warn(*args, **kwargs):
 from sight.widgets.decision import utils
 import yaml
 
-_QUESTION_CONFIG = flags.DEFINE_string(
-    'question_config_path',
+_QUESTIONS_CONFIG = flags.DEFINE_string(
+    'questions_config_path',
     'fvs_sight/question_config.yaml',
     'Path of config.yaml containing question related info.',
 )
 
-_OPTIMIZER_CONFIG = flags.DEFINE_string(
-    'optimizer_config_path',
+_OPTIMIZERS_CONFIG = flags.DEFINE_string(
+    'optimizers_config_path',
     'fvs_sight/optimizer_config.yaml',
     'Path of config.yaml containing optimizer related info.',
 )
 
-_WORKER_CONFIG = flags.DEFINE_string(
-    'worker_config_path',
+_WORKERS_CONFIG = flags.DEFINE_string(
+    'workers_config_path',
     'fvs_sight/worker_config.yaml',
     'Path of config.yaml containing worker related info.',
 )
 
 FLAGS = flags.FLAGS
 
-sample = {
-    'project_id': '133a6365-01cf-4b5e-8197-d4779e5ce25c',
-    'fire-SIMFIRE_0-6_stand_area_burned': 100,
-    'fire-SIMFIRE_0-1_cycle': 2013,
-    'fire-SIMFIRE_1-6_stand_area_burned': 71,
-    'fire-SIMFIRE_1-1_cycle': 2014,
-    'fire-SIMFIRE_2-6_stand_area_burned': 100,
-    'fire-SIMFIRE_2-1_cycle': 2015,
-    'fire-SIMFIRE_4-6_stand_area_burned': 10,
-    'fire-SIMFIRE_4-1_cycle': 2017,
-    'fire-SIMFIRE_11-6_stand_area_burned': 80,
-    'fire-SIMFIRE_11-1_cycle': 2024,
-    'fire-SIMFIRE_17-6_stand_area_burned': 45,
-    'fire-SIMFIRE_17-1_cycle': 2030,
-    'fire-SIMFIRE_19-6_stand_area_burned': 45,
-    'fire-SIMFIRE_19-1_cycle': 2032,
-    'fire-SIMFIRE_20-6_stand_area_burned': 21,
-    'fire-SIMFIRE_20-1_cycle': 2033,
-    'fire-SIMFIRE_22-6_stand_area_burned': 34,
-    'fire-SIMFIRE_22-1_cycle': 2035,
-    'fire-SIMFIRE_23-6_stand_area_burned': 100,
-    'fire-SIMFIRE_23-1_cycle': 2036,
-    'fire-SIMFIRE_26-6_stand_area_burned': 16,
-    'fire-SIMFIRE_26-1_cycle': 2039,
-    'fire-SIMFIRE_28-6_stand_area_burned': 100,
-    'fire-SIMFIRE_28-1_cycle': 2041,
-    'fire-SIMFIRE_29-6_stand_area_burned': 7,
-    'fire-SIMFIRE_29-1_cycle': 2042,
-    'fire-SIMFIRE_33-6_stand_area_burned': 100,
-    'fire-SIMFIRE_33-1_cycle': 2046,
-    'fire-SIMFIRE_35-6_stand_area_burned': 87,
-    'fire-SIMFIRE_35-1_cycle': 2048,
-    'fire-SIMFIRE_36-6_stand_area_burned': 53,
-    'fire-SIMFIRE_36-1_cycle': 2049,
-    'fire-SIMFIRE_37-6_stand_area_burned': 51,
-    'fire-SIMFIRE_37-1_cycle': 2050,
-    'fire-SIMFIRE_39-6_stand_area_burned': 8,
-    'fire-SIMFIRE_39-1_cycle': 2052,
-    'fire-SIMFIRE_42-6_stand_area_burned': 100,
-    'fire-SIMFIRE_42-1_cycle': 2055,
-    'fire-SIMFIRE_43-6_stand_area_burned': 95,
-    'fire-SIMFIRE_43-1_cycle': 2056,
-    'fire-SIMFIRE_44-6_stand_area_burned': 14,
-    'fire-SIMFIRE_44-1_cycle': 2057,
-    'fire-SIMFIRE_45-6_stand_area_burned': 18,
-    'fire-SIMFIRE_45-1_cycle': 2058,
-    'fire-SIMFIRE_47-6_stand_area_burned': 100,
-    'fire-SIMFIRE_47-1_cycle': 2060,
-    'fire-SIMFIRE_49-6_stand_area_burned': 100,
-    'fire-SIMFIRE_49-1_cycle': 2062,
-    'fire-SIMFIRE_50-6_stand_area_burned': 25,
-    'fire-SIMFIRE_50-1_cycle': 2063,
-    'fire-SIMFIRE_53-6_stand_area_burned': 100,
-    'fire-SIMFIRE_53-1_cycle': 2066,
-    'fire-SIMFIRE_54-6_stand_area_burned': 66,
-    'fire-SIMFIRE_54-1_cycle': 2067,
-    'fire-SIMFIRE_56-6_stand_area_burned': 63,
-    'fire-SIMFIRE_56-1_cycle': 2069,
-    'fire-SIMFIRE_59-6_stand_area_burned': 45,
-    'fire-SIMFIRE_59-1_cycle': 2072,
-    'fire-SIMFIRE_60-6_stand_area_burned': 79,
-    'fire-SIMFIRE_60-1_cycle': 2073,
-    'fire-SIMFIRE_63-6_stand_area_burned': 80,
-    'fire-SIMFIRE_63-1_cycle': 2076,
-    'fire-SIMFIRE_64-6_stand_area_burned': 47,
-    'fire-SIMFIRE_64-1_cycle': 2077,
-    'fire-SIMFIRE_65-6_stand_area_burned': 64,
-    'fire-SIMFIRE_65-1_cycle': 2078,
-    'fire-SIMFIRE_66-6_stand_area_burned': 100,
-    'fire-SIMFIRE_66-1_cycle': 2079,
-    'fire-SIMFIRE_68-6_stand_area_burned': 100,
-    'fire-SIMFIRE_68-1_cycle': 2081,
-    'fire-SIMFIRE_70-6_stand_area_burned': 30,
-    'fire-SIMFIRE_70-1_cycle': 2083,
-    'fire-SIMFIRE_71-6_stand_area_burned': 12,
-    'fire-SIMFIRE_71-1_cycle': 2084,
-    'fire-SIMFIRE_72-6_stand_area_burned': 51,
-    'fire-SIMFIRE_72-1_cycle': 2085,
-    'fire-SIMFIRE_75-6_stand_area_burned': 17,
-    'fire-SIMFIRE_75-1_cycle': 2088,
-    'fire-SIMFIRE_76-6_stand_area_burned': 100,
-    'fire-SIMFIRE_76-1_cycle': 2089,
-    'fire-SIMFIRE_79-6_stand_area_burned': 60,
-    'fire-SIMFIRE_79-1_cycle': 2092,
-    'fire-SIMFIRE_81-6_stand_area_burned': 45,
-    'fire-SIMFIRE_81-1_cycle': 2094,
-    'fire-SIMFIRE_84-6_stand_area_burned': 100,
-    'fire-SIMFIRE_84-1_cycle': 2097,
-    'fire-SIMFIRE_88-6_stand_area_burned': 58,
-    'fire-SIMFIRE_88-1_cycle': 2101,
-    'fire-SIMFIRE_90-6_stand_area_burned': 82,
-    'fire-SIMFIRE_90-1_cycle': 2103,
-    'fire-SIMFIRE_92-6_stand_area_burned': 60,
-    'fire-SIMFIRE_92-1_cycle': 2105,
-    'fire-SIMFIRE_94-6_stand_area_burned': 56,
-    'fire-SIMFIRE_94-1_cycle': 2107,
-    'fire-SIMFIRE_96-6_stand_area_burned': 100,
-    'fire-SIMFIRE_96-1_cycle': 2109,
-    'fire-SIMFIRE_97-6_stand_area_burned': 3,
-    'fire-SIMFIRE_97-1_cycle': 2110,
-    'fire-SIMFIRE_98-6_stand_area_burned': 87,
-    'fire-SIMFIRE_98-1_cycle': 2111,
-    'region': 'NC',
-    'base-FERTILIZ-howManyCycle': 1.0,
-    'base-FERTILIZ-extra_step': 0.0,
-    'base-FERTILIZ-extra_offset': 0.0
-}
+sample = {'project_id': '133a6365-01cf-4b5e-8197-d4779e5ce25c', 'region': 'NC'}
 
 
 def get_sight_instance():
@@ -226,6 +120,7 @@ async def propose_actions_wrapper(sight: Sight, question_label: str,
       tasks = []
       print("len(sample_list) : ", len(sample_list))
       for id in range(len(sample_list)):
+        await asyncio.sleep(0.01)
         with Attribute("sample_id", id, sight):
           tasks.append(
               sight.create_task(
@@ -239,55 +134,54 @@ async def propose_actions_wrapper(sight: Sight, question_label: str,
       print(f'Combine Series : {diff_time_series}')
 
 
-def get_decision_configuration_for_opt(sight, question_label, opt_obj,
-                                       question_config, optimizer_config):
-
-  # Extract attributes
-  action_attrs = decision_helper.config_to_attr(question_config, 'action')
-  state_attrs = decision_helper.config_to_attr(question_config, 'state')
-  outcome_attrs = decision_helper.config_to_attr(question_config, 'outcome')
-
-  sight.widget_decision_state[
-      'decision_episode_fn'] = decision_episode_fn.DecisionEpisodeFn(
-          state_attrs, action_attrs)
-  sight.widget_decision_state['num_decision_points'] = 0
-
-  # Set up the decision configuration
-  decision_configuration = sight_pb2.DecisionConfigurationStart(
-      optimizer_type=opt_obj.optimizer_type(),
-      num_trials=optimizer_config['num_questions'],
-      question_label=question_label)
-  decision_configuration.choice_config[sight.params.label].CopyFrom(
-      opt_obj.create_config())
-
-  decision_configuration.server_queue_batch_size = FLAGS.server_queue_batch_size or 1
-  decision_helper.attr_dict_to_proto(state_attrs,
-                                     decision_configuration.state_attrs)
-  decision_helper.attr_dict_to_proto(action_attrs,
-                                     decision_configuration.action_attrs)
-  decision_helper.attr_dict_to_proto(outcome_attrs,
-                                     decision_configuration.outcome_attrs)
-
-  # Enter and exit decision block
-  sight.enter_block(
-      'Decision Configuration',
-      sight_pb2.Object(block_start=sight_pb2.BlockStart(
-          sub_type=sight_pb2.BlockStart.ST_CONFIGURATION,
-          configuration=sight_pb2.ConfigurationStart(
-              sub_type=sight_pb2.ConfigurationStart.ST_DECISION_CONFIGURATION,
-              decision_configuration=decision_configuration,
-          ))))
-  sight.exit_block('Decision Configuration', sight_pb2.Object())
-  return decision_configuration
-
-
-def configure_decision(sight, question_label, question_config, optimizer_config,
-                       optimizer_type):
-  # Create optimizer and configure decision state
-  opt_obj = decision.setup_optimizer(sight, optimizer_type)
-  decision_configuration = get_decision_configuration_for_opt(
-      sight, question_label, opt_obj, question_config, optimizer_config)
-  return opt_obj, decision_configuration
+# def get_decision_configuration_for_opt(sight, question_label, opt_obj,
+#                                        question_config, optimizer_config):
+
+#   # Extract attributes
+#   action_attrs = decision_helper.config_to_attr(question_config, 'action')
+#   state_attrs = decision_helper.config_to_attr(question_config, 'state')
+#   outcome_attrs = decision_helper.config_to_attr(question_config, 'outcome')
+
+#   sight.widget_decision_state[
+#       'decision_episode_fn'] = decision_episode_fn.DecisionEpisodeFn(
+#           state_attrs, action_attrs)
+#   sight.widget_decision_state['num_decision_points'] = 0
+
+#   # Set up the decision configuration
+#   decision_configuration = sight_pb2.DecisionConfigurationStart(
+#       optimizer_type=opt_obj.optimizer_type(),
+#       num_trials=optimizer_config['num_questions'],
+#       question_label=question_label)
+#   decision_configuration.choice_config[sight.params.label].CopyFrom(
+#       opt_obj.create_config())
+
+#   decision_configuration.server_queue_batch_size = FLAGS.server_queue_batch_size or 1
+#   decision_helper.attr_dict_to_proto(state_attrs,
+#                                      decision_configuration.state_attrs)
+#   decision_helper.attr_dict_to_proto(action_attrs,
+#                                      decision_configuration.action_attrs)
+#   decision_helper.attr_dict_to_proto(outcome_attrs,
+#                                      decision_configuration.outcome_attrs)
+
+#   # Enter and exit decision block
+#   sight.enter_block(
+#       'Decision Configuration',
+#       sight_pb2.Object(block_start=sight_pb2.BlockStart(
+#           sub_type=sight_pb2.BlockStart.ST_CONFIGURATION,
+#           configuration=sight_pb2.ConfigurationStart(
+#               sub_type=sight_pb2.ConfigurationStart.ST_DECISION_CONFIGURATION,
+#               decision_configuration=decision_configuration,
+#           ))))
+#   sight.exit_block('Decision Configuration', sight_pb2.Object())
+#   return decision_configuration
+
+# def configure_decision(sight, question_label, question_config, optimizer_config,
+#                        optimizer_type):
+#   # Create optimizer and configure decision state
+#   opt_obj = decision.setup_optimizer(sight, optimizer_type)
+#   decision_configuration = get_decision_configuration_for_opt(
+#       sight, question_label, opt_obj, question_config, optimizer_config)
+#   return opt_obj, decision_configuration
 
 
 def start_worker_jobs(sight, optimizer_config, worker_configs, optimizer_type):
@@ -318,24 +212,26 @@ def main_wrapper(argv):
   # start_time = time.perf_counter()
   with get_sight_instance() as sight:
 
-    question_configs = utils.load_yaml_config(FLAGS.question_config_path)
-    optimizer_configs = utils.load_yaml_config(FLAGS.optimizer_config_path)
-    worker_configs = utils.load_yaml_config(FLAGS.worker_config_path)
+    questions_config = utils.load_yaml_config(_QUESTIONS_CONFIG.value)
+    optimizers_config = utils.load_yaml_config(_OPTIMIZERS_CONFIG.value)
+    workers_config = utils.load_yaml_config(_WORKERS_CONFIG.value)
 
-    for question_label, question_config in question_configs.items():
-      optimizer_type = optimizer_configs[question_label]['optimizer']
-      optimizer_config = optimizer_configs[question_label]
+    for question_label, question_config in questions_config.items():
+      optimizer_type = optimizers_config[question_label]['optimizer']
+      optimizer_config = optimizers_config[question_label]
       print('optimizer_config : ', optimizer_config)
 
-      # Configure decision and launch trials
-      opt_obj, decision_configuration = configure_decision(
-          sight, question_label, question_config, optimizer_config,
-          optimizer_type)
+      opt_obj = decision.setup_optimizer(sight, optimizer_type)
+      decision_configuration = decision.configure_decision(
+          sight, question_label, question_config, optimizer_config, opt_obj)
       trials.launch(decision_configuration, sight)
 
       # Start worker jobs
-      start_worker_jobs(sight, optimizer_config, worker_configs, optimizer_type)
+      start_worker_jobs(sight, optimizer_config, workers_config, optimizer_type)
 
+      time_in_min = 5
+      print(f'waiting for {time_in_min} min')
+      time.sleep(time_in_min * 60)
       # # propose_action()
       asyncio.run(
           propose_actions_wrapper(sight, question_label,
@@ -347,3 +243,10 @@ def main_wrapper(argv):
 
 if __name__ == "__main__":
   app.run(main_wrapper)
+
+# Started exp for the 5000*2 tasks and batch-size 100 and workers 50 , lets see
+
+# we have VM server running on left side
+# and its docker container stats on right side
+
+# here we are waiting for 8 min , to warn the workers , 8mins means till counter => 220 , here is the
diff --git a/py/sight/demo/portfolio_demo.py b/py/sight/demo/portfolio_demo.py
index bd965e7..7e3d3ec 100644
--- a/py/sight/demo/portfolio_demo.py
+++ b/py/sight/demo/portfolio_demo.py
@@ -42,6 +42,7 @@ def warn(*args, **kwargs):
 from sight.sight import Sight
 from sight.widgets.decision import decision
 from sight.widgets.decision import proposal
+from sight.widgets.decision import utils
 import yaml
 
 
@@ -145,19 +146,19 @@ def main_wrapper(argv):
         'fvs_sight/optimizer_config.yaml')
     workers_config = utils.load_yaml_config('fvs_sight/worker_config.yaml')
 
-    for question_label, question_config in question_configs.items():
-      optimizer_type = optimizer_configs[question_label]['optimizer']
-      optimizer_config = optimizer_configs[question_label]
+    for question_label, question_config in questions_config.items():
+      optimizer_type = optimizers_config[question_label]['optimizer']
+      optimizer_config = optimizers_config[question_label]
       print('optimizer_config : ', optimizer_config)
 
       # Configure decision and launch trials
-      opt_obj, decision_configuration = configure_decision(
+      opt_obj, decision_configuration = decision.configure_decision(
           sight, question_label, question_config, optimizer_config,
           optimizer_type)
       trials.launch(decision_configuration, sight)
 
       # Start worker jobs
-      start_worker_jobs(sight, optimizer_config, worker_configs, optimizer_type)
+      start_worker_jobs(sight, optimizer_config, workers_config, optimizer_type)
 
     start_time = time.perf_counter()
     sleep_time_in_min = 5
diff --git a/py/sight/service_utils.py b/py/sight/service_utils.py
index de39aef..d4d7878 100644
--- a/py/sight/service_utils.py
+++ b/py/sight/service_utils.py
@@ -555,8 +555,8 @@ def call(invoke_func: Callable[[Any, Any], Any]) -> Any:
   sight_service, metadata = generate_metadata()
   num_retries = 0
   backoff_interval = 0.5
-  # while True:
-  for i in range(1):
+  while True:
+    # for i in range(1):
     try:
       response = invoke_func(sight_service, metadata)
       return response
diff --git a/py/sight/widgets/decision/decision.py b/py/sight/widgets/decision/decision.py
index 25805af..18a8ddc 100644
--- a/py/sight/widgets/decision/decision.py
+++ b/py/sight/widgets/decision/decision.py
@@ -17,6 +17,7 @@
 # import dm_env
 import json
 import os
+import random
 import sys
 import threading
 import time
@@ -45,7 +46,8 @@
 # from sight.widgets.decision.env_driver import driver_fn
 from sight.widgets.decision.llm_optimizer_client import LLMOptimizerClient
 from sight.widgets.decision.single_action_optimizer_client import (
-    SingleActionOptimizerClient)
+    SingleActionOptimizerClient
+)
 from sight_service.proto import service_pb2
 from sight_service.shared_batch_messages import CachedBatchMessages
 from sight_service.shared_batch_messages import DecisionMessage
@@ -643,8 +645,7 @@ def run(
     sight.widget_decision_state['proposed_actions'] = []
 
     decision_mode_actions = {
-        'run':
-            execute_run_mode,
+        'run': execute_run_mode,
         'configured_run': (lambda sight=sight, driver_fn=driver_fn:
                            execute_configured_run_mode(sight, driver_fn)),
         'train':
@@ -664,6 +665,8 @@ def run(
   else:
     optimizer.obj = setup_optimizer(sight, _OPTIMIZER_TYPE.value)
     client_id, worker_location = _configure_client_and_worker(sight=sight)
+    num_retries = 0
+    backoff_interval = 0.5
     while True:
       # #? new rpc just to check move forward or not?
 
@@ -679,8 +682,13 @@ def run(
         break
       elif (response.status_type ==
             service_pb2.WorkerAliveResponse.StatusType.ST_RETRY):
-        logging.info('Retrying in 5 seconds......')
-        time.sleep(5)
+        # logging.info('Retrying in 5 seconds......')
+        # time.sleep(5)
+        backoff_interval *= 2
+        time.sleep(random.uniform(backoff_interval / 2, backoff_interval))
+        logging.info('backed off for %s seconds... and trying for %s',
+                     backoff_interval, num_retries)
+        num_retries += 1
       elif (response.status_type ==
             service_pb2.WorkerAliveResponse.StatusType.ST_ACT):
         process_worker_action(response, sight, driver_fn, env, question_label)
@@ -967,40 +975,31 @@ def setup_optimizer(sight, optimizer_type, description=''):
   """
   optimizer_map = {
       # 'dm_acme': lambda: AcmeOptimizerClient(sight),
-      'vizier':
-          lambda: SingleActionOptimizerClient(
-              sight_pb2.DecisionConfigurationStart.OptimizerType.OT_VIZIER,
-              sight),
+      'vizier': lambda: SingleActionOptimizerClient(
+          sight_pb2.DecisionConfigurationStart.OptimizerType.OT_VIZIER, sight),
       # 'genetic_algorithm': lambda: GeneticAlgorithmOptimizerClient(
       #     max_population_size=_NUM_TRAIN_WORKERS.value, sight=sight),
-      'exhaustive_search':
-          lambda: SingleActionOptimizerClient(
-              sight_pb2.DecisionConfigurationStart.OptimizerType.
-              OT_EXHAUSTIVE_SEARCH,
-              sight,
-          ),
-      'bayesian_opt':
-          lambda: SingleActionOptimizerClient(
-              sight_pb2.DecisionConfigurationStart.OptimizerType.
-              OT_BAYESIAN_OPT,
-              sight,
-          ),
-      'sensitivity_analysis':
-          lambda: SingleActionOptimizerClient(
-              sight_pb2.DecisionConfigurationStart.OptimizerType.
-              OT_SENSITIVITY_ANALYSIS,
-              sight,
-          ),
-      'smcpy':
-          lambda: SingleActionOptimizerClient(
-              sight_pb2.DecisionConfigurationStart.OptimizerType.OT_SMC_PY,
-              sight),
-      'worklist_scheduler':
-          lambda: SingleActionOptimizerClient(
-              sight_pb2.DecisionConfigurationStart.OptimizerType.
-              OT_WORKLIST_SCHEDULER,
-              sight,
-          ),
+      'exhaustive_search': lambda: SingleActionOptimizerClient(
+          sight_pb2.DecisionConfigurationStart.OptimizerType.
+          OT_EXHAUSTIVE_SEARCH,
+          sight,
+      ),
+      'bayesian_opt': lambda: SingleActionOptimizerClient(
+          sight_pb2.DecisionConfigurationStart.OptimizerType.OT_BAYESIAN_OPT,
+          sight,
+      ),
+      'sensitivity_analysis': lambda: SingleActionOptimizerClient(
+          sight_pb2.DecisionConfigurationStart.OptimizerType.
+          OT_SENSITIVITY_ANALYSIS,
+          sight,
+      ),
+      'smcpy': lambda: SingleActionOptimizerClient(
+          sight_pb2.DecisionConfigurationStart.OptimizerType.OT_SMC_PY, sight),
+      'worklist_scheduler': lambda: SingleActionOptimizerClient(
+          sight_pb2.DecisionConfigurationStart.OptimizerType.
+          OT_WORKLIST_SCHEDULER,
+          sight,
+      ),
   }
 
   # Add support for dynamic optimizers
diff --git a/sight_service/message_logger.py b/sight_service/message_logger.py
deleted file mode 100644
index d172e75..0000000
--- a/sight_service/message_logger.py
+++ /dev/null
@@ -1,160 +0,0 @@
-"""Logs the state of messages to GCS."""
-
-import abc
-import datetime
-import json
-import os
-import queue
-import threading
-import time
-
-from google.cloud import exceptions
-from google.cloud import storage
-from helpers.cache.cache_factory import CacheFactory
-from helpers.logs.logs_handler import logger as logging
-from overrides import overrides
-
-NotFound = exceptions.NotFound
-abstractmethod = abc.abstractmethod
-ABC = abc.ABC
-Queue = queue.Queue
-datetime = datetime.datetime
-
-
-class LogStorageCollectStrategyABC(ABC):
-
-  @abstractmethod
-  def save_logs(self, logs):
-    pass
-
-  @abstractmethod
-  def collect_logs(self) -> list:
-    pass
-
-
-class LogStorageCollectStrategyEmpty(LogStorageCollectStrategyABC):
-
-  @overrides
-  def save_logs(self, logs):
-    logging.info('NOT SAVING LOGS FOR MQ')
-    pass
-
-  @overrides
-  def collect_logs(self) -> list:
-    logging.info('NOT COLLECTING LOGS FOR MQ')
-    pass
-
-
-class LogStorageCollectStrategy(LogStorageCollectStrategyABC):
-  """A unified log storage strategy using the Cache module."""
-
-  def __init__(self, cache_type='local', config=None):
-    """Initializes the CacheBasedLogStorageStrategy.
-
-    Args:
-        cache_type (str): The type of cache to use (e.g., "local", "gcs",
-          "none").
-        config (dict): Configuration specific to the cache type.
-    """
-    if config is None:
-      config = {}
-    self.cache = CacheFactory.get_cache(cache_type, config=config)
-    self.current_file_number = 0
-    self.dir_prefix = config.get('dir_prefix', 'log_chunks/')
-
-  def save_logs(self, logs):
-    """Saves logs using the configured cache.
-
-    Args:
-        file_content (str): The content of the log file in JSON format.
-    """
-    try:
-      file_name = f'{self.dir_prefix}chunk_{self.current_file_number}'
-      logs = logs if isinstance(logs, list) else [logs]
-      self.cache.json_set(file_name, logs)  # Store the log chunk
-      self.current_file_number += 1
-    except (KeyError, ValueError) as e:
-      logging.error(f'Failed to save logs: {e}')
-
-  def collect_logs(self):
-    """Collects logs from all available chunks.
-
-    Returns:
-        list: A list of all log entries across chunks.
-    """
-    all_logs = []
-    try:
-      chunk_files = self.cache.json_list_keys(
-          prefix=self.dir_prefix)  # Get all files matching the prefix
-      for file_name in sorted(chunk_files):  # Sort for deterministic order
-        logs = self.cache.json_get(f'{file_name}')
-        if logs:
-          all_logs.extend(logs)
-    except Exception as e:
-      logging.error(f'Failed to collect logs: {e}')
-    return all_logs
-
-
-class MessageFlowLogger:
-  """Logs the state of messages to GCS."""
-
-  def __init__(
-      self,
-      storage_strategy: LogStorageCollectStrategy,
-      chunk_size=100,
-      flush_interval=5,
-  ):
-    self.log_buffer = Queue()  # Thread-safe buffer
-    self.chunk_size = chunk_size
-    self.flush_interval = flush_interval
-    self.storage_strategy = storage_strategy  # Inject the strategy
-    self.lock = threading.Lock()
-    self.stop_event = threading.Event()
-    self.worker_thread = threading.Thread(target=self._flush_periodically)
-    self.worker_thread.start()
-
-  def log_message_state(self,
-                        state,
-                        message_id,
-                        worker_id=None,
-                        message_details=None):
-    """Logs the state of a message to the log buffer.
-
-    Args:
-      state: The state of the message.
-      message_id: The ID of the message.
-      worker_id: The ID of the worker processing the message.
-      message_details: Additional details about the message.
-    """
-    log_entry = {
-        "state": state,
-        "message_id": message_id,
-        "worker_id": worker_id,
-        "message_details": message_details,
-        "timestamp": datetime.utcnow().isoformat(),
-    }
-    self.log_buffer.put(log_entry)  # Add to buffer
-    if self.log_buffer.qsize() >= self.chunk_size:
-      self._flush_logs()
-
-  def _flush_logs(self):
-    with self.lock:  # Ensure thread safety
-      logs_to_flush = []
-      while (not self.log_buffer.empty() and
-             len(logs_to_flush) < self.chunk_size):
-        logs_to_flush.append(self.log_buffer.get())
-      if logs_to_flush:
-        self._save_logs(logs_to_flush)
-
-  def _save_logs(self, logs):
-    self.storage_strategy.save_logs(logs=logs)
-
-  def _flush_periodically(self):
-    while not self.stop_event.is_set():
-      time.sleep(self.flush_interval)
-      self._flush_logs()
-
-  def stop(self):
-    self.stop_event.set()
-    self.worker_thread.join()
-    self._flush_logs()  # Final flush before shutting down
diff --git a/sight_service/message_queue/__init__.py b/sight_service/message_queue/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/sight_service/message_queue.py b/sight_service/message_queue/list_lock_queue.py
similarity index 54%
rename from sight_service/message_queue.py
rename to sight_service/message_queue/list_lock_queue.py
index 39beb8a..ee17b3a 100644
--- a/sight_service/message_queue.py
+++ b/sight_service/message_queue/list_lock_queue.py
@@ -1,171 +1,32 @@
-"""A message queue implementation using reader-writer locks."""
+"""A list lock message queue implementation using reader-writer locks."""
 
-import abc
 import copy
-from datetime import datetime
-import enum
-import json
-from typing import Any, Callable, Dict, Generic, Optional, Protocol, TypeVar
-import uuid
+import time
+from typing import Any, Callable, Dict, Optional, TypeVar
 
-from google.cloud import storage
 from helpers.logs.logs_handler import logger as logging
 from overrides import overrides
 from readerwriterlock import rwlock
-from sight_service.message_logger import LogStorageCollectStrategy
-from sight_service.message_logger import LogStorageCollectStrategyABC
-from sight_service.message_logger import LogStorageCollectStrategyEmpty
-from sight_service.message_logger import MessageFlowLogger
-
-# Alias for message ID type
-ID = int
-
-
-class MessageState(enum.Enum):
-  """The state of a message in the message queue.
-  """
-  PENDING = 'pending'
-  ACTIVE = 'active'
-  COMPLETED = 'completed'
-  NOT_FOUND = 'not found'
-
-  def __str__(self):
-    return str(self.value)
-
-
-class UUIDStrategy(abc.ABC):
-  """An abstract base class for generating unique IDs.
-
-  This defines a strategy interface for generating unique IDs. Subclasses
-  should implement the `generate_id` method to provide different ways of
-  creating unique identifiers.
-  """
-
-  @abc.abstractmethod
-  def generate_id(self) -> ID:
-    pass
-
-
-class IncrementalUUID(UUIDStrategy):
-  """A strategy for generating unique IDs incrementally.
-
-  This strategy generates sequential unique IDs starting from 1 and
-  incrementing by 1 for each new ID.
-  """
-
-  def __init__(self):
-    self.current_id = 1
-
-  @overrides
-  def generate_id(self) -> int:
-    unique_id = self.current_id
-    self.current_id += 1
-    return unique_id
-
-
-class RandomUUID(UUIDStrategy):
-  """A strategy for generating unique IDs using UUIDs.
-
-  This strategy generates unique IDs using a random UUID converted to its
-  integer representation. It provides more randomness compared to the
-  incremental strategy.
-  """
-
-  @overrides
-  def generate_id(self) -> int:
-    return uuid.uuid4().int  # Using the integer representation of UUID
-
+from sight_service.message_queue.message_logger.interface import (
+    ILogStorageCollectStrategy
+)
+from sight_service.message_queue.message_logger.log_storage_collect import (
+    NoneLogStorageCollectStrategy
+)
+from sight_service.message_queue.message_logger.message_logger import (
+    MessageFlowLogger
+)
+from sight_service.message_queue.mq_interface import ID
+from sight_service.message_queue.mq_interface import IMessageQueue
+from sight_service.message_queue.mq_interface import IncrementalUUID
+from sight_service.message_queue.mq_interface import IUUIDStrategy
+from sight_service.message_queue.mq_interface import MessageState
 
 # Define a generic type variable for messages
 T = TypeVar('T')
 
 
-class IMessageQueue(Protocol, Generic[T]):
-  """A message queue is a data structure that stores messages.
-
-  #### State machine for each message:
-  ##### 1. NotInQueue -> The message does not exist in the queue.
-  ##### 2. Pending -> The message is added to the queue but not yet processed.
-  ##### 3. Active -> The message is assigned to a worker for processing.
-  ##### 4. Completed -> The message is processed and moved to the completed
-  state.
-  """
-
-  def push_message(self, message: T) -> ID:
-    """Pushes a message to the queue.
-
-    Args:
-      message: The message to push.
-    """
-    ...
-
-  def create_active_batch(self,
-                          worker_id: str,
-                          new_batch_size: Optional[int] = None) -> Dict[ID, T]:
-    """Move a batch of messages for a given worker into active list.
-
-    Args:
-      worker_id: The ID of the worker that will process the messages.
-      new_batch_size: The size of the batch to process. If not provided, the
-        default batch size will be used.
-
-    Returns:
-      A dictionary of messages that were processed, keyed by message ID.
-    """
-    ...
-
-  def complete_message(self,
-                       message_id: ID,
-                       worker_id: str,
-                       update_fn: Callable[[T], T] = None) -> None:
-    """Completes a message of the given message ID of the given worker it moves it to the completed queue.
-
-    Args:
-      message_id: The ID of the message to complete.
-      worker_id: The ID of the worker that completed the message.
-      update_fn: A function that takes the current message and returns the updated message.
-
-    """
-    ...
-
-  def get_status(self) -> Dict[str, int]:
-    """Returns the status of the message queue."""
-    ...
-
-  def get_all_messages(self) -> Dict[str, Dict[ID, T]]:
-    """Returns all messages in the message queue."""
-    ...
-
-  def get_pending(self) -> Dict[ID, T]:
-    """Returns all pending messages in the queue."""
-    ...
-
-  def get_active(self) -> Dict[str, Dict[ID, T]]:
-    """Returns all active messages in the queue."""
-    ...
-
-  def get_completed(self) -> Dict[ID, T]:
-    """Returns all completed messages in the queue."""
-    ...
-
-  def find_message_location(self, message_id: ID) -> MessageState:
-    """Returns the location of the message in the message queue."""
-    ...
-
-  def is_message_in_pending(self, message_id: ID) -> bool:
-    """Checks if the message is in the pending state."""
-    ...
-
-  def is_message_in_active(self, message_id: ID) -> bool:
-    """Checks if the message is in the active state."""
-    ...
-
-  def is_message_in_completed(self, message_id: ID) -> bool:
-    """Checks if the message is in the completed state."""
-    ...
-
-
-class MessageQueue(IMessageQueue[T]):
+class ListLockMessageQueue(IMessageQueue[T]):
   """A message queue is a data structure that stores messages.
 
     ##### State machine for each message:
@@ -203,16 +64,17 @@ class MessageQueue(IMessageQueue[T]):
   #   operations on each state are thread-safe and do not interfere with each
   #   other.
 
-  def __init__(self,
-               id_generator: UUIDStrategy,
-               batch_size: int = 1,
-               lock_factory: Callable[[],
-                                      rwlock.RWLockFairD] = rwlock.RWLockFairD,
-               logger_storage_strategy:
-               LogStorageCollectStrategyABC = LogStorageCollectStrategyEmpty):
+  def __init__(
+      self,
+      id_generator: IUUIDStrategy = IncrementalUUID(),
+      batch_size: int = 1,
+      lock_factory: Callable[[], rwlock.RWLockFairD] = rwlock.RWLockFairD,
+      logger_storage_strategy:
+      ILogStorageCollectStrategy = NoneLogStorageCollectStrategy,
+  ):
 
     if logger_storage_strategy is None:
-      logger_storage_strategy = LogStorageCollectStrategyEmpty
+      logger_storage_strategy = NoneLogStorageCollectStrategy
 
     self.id_generator = id_generator
     self.pending: Dict[ID, T] = {}
@@ -228,7 +90,6 @@ def __init__(self,
     self.logger = MessageFlowLogger(storage_strategy=logger_storage_strategy)
 
   def __str__(self) -> str:
-    # all_messages = self.get_all_messages()
     messages_status = self.get_status()
     result = ['MessageQueue:']
     result.append('  Pending Messages:')
@@ -260,12 +121,17 @@ def push_message(self, message: T) -> ID:
     Returns:
       The unique ID of the pushed message.
     """
+    start_time = time.time()
+
     unique_id = self.id_generator.generate_id()
     with self.pending_lock.gen_wlock():
       self.pending[unique_id] = message
 
+    time_taken_in_second = time.time() - start_time
     # log the message to logger
-    self.logger.log_message_state(state='pending', message_id=unique_id)
+    self.logger.log_message_state(state='pending',
+                                  message_id=unique_id,
+                                  time_taken=time_taken_in_second)
     return unique_id
 
   @overrides
@@ -286,6 +152,8 @@ def create_active_batch(self,
                   if new_batch_size is not None else self.batch_size)
     batch: Dict[ID, T] = {}
 
+    start_time = time.time()
+
     with self.pending_lock.gen_wlock():
       for _ in range(min(batch_size, len(self.pending))):
         message_id = next(iter(self.pending))
@@ -297,11 +165,13 @@ def create_active_batch(self,
         self.active[worker_id] = {}
       self.active[worker_id].update(batch)
 
+    time_taken_in_second = time.time() - start_time
     ## log the messages to logger
-    for message_id in batch.keys():
+    for message_id in batch:
       self.logger.log_message_state(state='active',
                                     message_id=message_id,
-                                    worker_id=worker_id)
+                                    worker_id=worker_id,
+                                    time_taken=time_taken_in_second)
 
     return batch
 
@@ -315,30 +185,38 @@ def complete_message(self,
     Args:
       message_id: The ID of the message to complete.
       worker_id: The ID of the worker that completed the message.
-      update_fn: A function that takes the current message and returns the updated message.
+      update_fn: A function that takes the current message and returns the
+        updated message.
     """
+
+    start_time = time.time()
+
     with self.active_lock.gen_wlock():
-      if message_id in self.active.get(worker_id, {}):
-        message = self.active[worker_id][message_id]
-        del self.active[worker_id][message_id]
+      if message_id not in self.active.get(worker_id, {}):
+        raise ValueError(
+            f'Failed while completing the msg ,as Message ID {message_id} not'
+            f' found for worker {worker_id}')
 
-        if update_fn is not None:
-          logging.info('Before update_fn msg: %s', message)
-          message = update_fn(message)  # Apply the lambda to update the message
-          logging.info('After update_fn msg: %s', message)
+      message = self.active[worker_id][message_id]
+      del self.active[worker_id][message_id]
 
-        with self.completed_lock.gen_wlock():
-          self.completed[message_id] = message
+      if update_fn is not None:
+        logging.info('Before update_fn msg: %s', message)
+        message = update_fn(message)  # Apply the lambda to update the message
+        logging.info('After update_fn msg: %s', message)
 
-        ## log the message to logger
-        self.logger.log_message_state(state='completed',
-                                      message_id=message_id,
-                                      worker_id=worker_id)
+    with self.completed_lock.gen_wlock():
+      self.completed[message_id] = message
 
-      else:
-        raise ValueError(
-            f'Failed while completing the msg ,as Message ID {message_id} not found for worker {worker_id}'
-        )
+    logging.info('Moved to updated msg to completed with id %s: %s', message_id,
+                 message)
+
+    time_taken_in_second = time.time() - start_time
+    ## log the message to logger
+    self.logger.log_message_state(state='completed',
+                                  message_id=message_id,
+                                  worker_id=worker_id,
+                                  time_taken=time_taken_in_second)
 
   @overrides
   def get_status(self) -> Dict[str, int]:
@@ -356,22 +234,6 @@ def get_status(self) -> Dict[str, int]:
         'completed': completed_len,
     }
 
-  @overrides
-  def get_all_messages(self) -> Dict[str, Any]:
-    """Returns all messages in the message queue."""
-    with self.pending_lock.gen_rlock():
-      pending_copy = copy.copy(self.pending)
-    with self.active_lock.gen_rlock():
-      active_copy = copy.copy(self.active)
-    with self.completed_lock.gen_rlock():
-      completed_copy = copy.copy(self.completed)
-
-    return {
-        'pending': pending_copy,
-        'active': active_copy,
-        'completed': completed_copy,
-    }
-
   @overrides
   def get_pending(self) -> Dict[ID, T]:
     """Returns all pending messages in the queue."""
diff --git a/sight_service/message_queue/list_shared_lock_queue.py b/sight_service/message_queue/list_shared_lock_queue.py
new file mode 100644
index 0000000..ac07430
--- /dev/null
+++ b/sight_service/message_queue/list_shared_lock_queue.py
@@ -0,0 +1,282 @@
+"""A list lock message queue implementation using reader-writer locks."""
+
+import copy
+import time
+from typing import Any, Callable, Dict, Optional, TypeVar
+
+from helpers.logs.logs_handler import logger as logging
+from overrides import overrides
+from readerwriterlock import rwlock
+from sight_service.message_queue.message_logger.interface import (
+    ILogStorageCollectStrategy
+)
+from sight_service.message_queue.message_logger.log_storage_collect import (
+    NoneLogStorageCollectStrategy
+)
+from sight_service.message_queue.message_logger.message_logger import (
+    MessageFlowLogger
+)
+from sight_service.message_queue.mq_interface import ID
+from sight_service.message_queue.mq_interface import IMessageQueue
+from sight_service.message_queue.mq_interface import IncrementalUUID
+from sight_service.message_queue.mq_interface import IUUIDStrategy
+from sight_service.message_queue.mq_interface import MessageState
+
+# Define a generic type variable for messages
+T = TypeVar('T')
+
+
+class ListSharedLockMessageQueue(IMessageQueue[T]):
+  """A message queue is a data structure that stores messages.
+
+    ##### State machine for each message:
+    ##### 1. NotInQueue -> The message does not exist in the queue.
+    ##### 2. Pending -> The message is added to the queue but not yet processed.
+    ##### 3. Active -> The message is assigned to a worker for processing.
+    ##### 4. Completed -> The message is processed and moved to the completed
+    state.
+
+
+  Attributes:
+    id_generator: The ID generator used to generate unique IDs for messages.
+    pending: A dictionary of pending messages, keyed by message ID.
+    active: A dictionary of active messages, keyed by worker ID and message ID.
+    completed: A dictionary of completed messages, keyed by message ID.
+    batch_size: The size of the batch to process. (default: 1)
+    pending_lock: The lock used to synchronize access to the pending messages.
+    active_lock: The lock used to synchronize access to the active messages.
+    completed_lock: The lock used to synchronize access to the completed
+      messages.
+  """
+
+  # Locking Procedure:
+  # -----------------
+  # This class uses a Reader-Writer locking mechanism to protect access to
+  # shared resources (the message queues).
+  # - The reader-writer locks allow concurrent reads but ensure exclusive access
+  #   for writes, improving efficiency when multiple reads are performed
+  #   simultaneously.
+  # - There are three distinct locks used:
+  #   1. `pending_lock` - Protects the `pending` messages dictionary.
+  #   2. `active_lock` - Protects the `active` messages dictionary.
+  #   3. `completed_lock` - Protects the `completed` messages dictionary.
+  # - Each lock is associated with a specific queue state to ensure that
+  #   operations on each state are thread-safe and do not interfere with each
+  #   other.
+
+  def __init__(
+      self,
+      id_generator: IUUIDStrategy = IncrementalUUID(),
+      batch_size: int = 1,
+      lock_factory: Callable[[], rwlock.RWLockFairD] = rwlock.RWLockFairD,
+      logger_storage_strategy:
+      ILogStorageCollectStrategy = NoneLogStorageCollectStrategy,
+  ):
+
+    if logger_storage_strategy is None:
+      logger_storage_strategy = NoneLogStorageCollectStrategy
+
+    self.id_generator = id_generator
+    self.pending: Dict[ID, T] = {}
+    self.active: Dict[str, Dict[ID, T]] = {}
+    self.completed: Dict[ID, T] = {}
+
+    self.batch_size = batch_size
+    self.shared_lock = lock_factory()
+
+    # logger
+    self.logger = MessageFlowLogger(storage_strategy=logger_storage_strategy)
+
+  def __str__(self) -> str:
+    messages_status = self.get_status()
+    result = ['MessageQueue:']
+    result.append('  Pending Messages:')
+    result.append(f'    Messages 📩 : {messages_status["pending"]}')
+    # for msg_id, message in all_messages['pending'].items():
+    # result.append(f'    ID: {msg_id}, Message: {message}')
+
+    result.append('  Active Messages:')
+    result.append(f'    Messages 📨 : {messages_status["active"]}')
+
+    for worker_id, messages in self.get_active().items():
+      result.append(f'    ID: {worker_id}, Messages 📨: {len(messages)}')
+
+    result.append('  Completed Messages:')
+    result.append(f'    Messages ✉️ : {messages_status["completed"]}')
+
+    # for msg_id, message in all_messages['completed'].items():
+    #   result.append(f'    ID: {msg_id}, Message: {message}')
+
+    return '\n'.join(result)
+
+  @overrides
+  def push_message(self, message: T) -> ID:
+    """Pushes a message to the queue.
+
+    Args:
+      message: The message to push.
+
+    Returns:
+      The unique ID of the pushed message.
+    """
+    start_time = time.time()
+
+    unique_id = self.id_generator.generate_id()
+    with self.shared_lock.gen_wlock():
+      self.pending[unique_id] = message
+
+    time_taken_in_second = time.time() - start_time
+    # log the message to logger
+    self.logger.log_message_state(state='pending',
+                                  message_id=unique_id,
+                                  time_taken=time_taken_in_second)
+    return unique_id
+
+  @overrides
+  def create_active_batch(self,
+                          worker_id: str,
+                          new_batch_size: Optional[int] = None) -> Dict[ID, T]:
+    """Move a batch of messages for a given worker into active list.
+
+    Args:
+      worker_id: The ID of the worker that will process the messages.
+      new_batch_size: The size of the batch to process. If not provided, the
+        default batch size will be used.
+
+    Returns:
+      A dictionary of messages that were processed, keyed by message ID.
+    """
+    batch_size = (new_batch_size
+                  if new_batch_size is not None else self.batch_size)
+    batch: Dict[ID, T] = {}
+
+    start_time = time.time()
+
+    with self.shared_lock.gen_wlock():
+      for _ in range(min(batch_size, len(self.pending))):
+        message_id = next(iter(self.pending))
+        message = self.pending.pop(message_id)
+        batch[message_id] = message
+
+      if worker_id not in self.active:
+        self.active[worker_id] = {}
+      self.active[worker_id].update(batch)
+
+    time_taken_in_second = time.time() - start_time
+    ## log the messages to logger
+    for message_id in batch:
+      self.logger.log_message_state(state='active',
+                                    message_id=message_id,
+                                    worker_id=worker_id,
+                                    time_taken=time_taken_in_second)
+
+    return batch
+
+  @overrides
+  def complete_message(self,
+                       message_id: ID,
+                       worker_id: str,
+                       update_fn: Callable[[T], T] = None) -> None:
+    """Completes a message of the given message ID of the given worker it moves it to the completed queue.
+
+    Args:
+      message_id: The ID of the message to complete.
+      worker_id: The ID of the worker that completed the message.
+      update_fn: A function that takes the current message and returns the
+        updated message.
+    """
+
+    start_time = time.time()
+    logging.debug('Starting the completing the message: %s', message_id)
+    with self.shared_lock.gen_wlock():
+      if message_id not in self.active.get(worker_id, {}):
+        raise ValueError(
+            f'Failed while completing the msg ,as Message ID {message_id} not'
+            f' found for worker {worker_id}')
+
+      message = self.active[worker_id][message_id]
+      del self.active[worker_id][message_id]
+
+      if update_fn is not None:
+        logging.debug('Before update_fn msg: %s', message)
+        message = update_fn(message)  # Apply the lambda to update the message
+        logging.debug('After update_fn msg: %s', message)
+
+      self.completed[message_id] = message
+
+    logging.debug('Moved to updated msg to completed with id %s: %s',
+                  message_id, message)
+
+    time_taken_in_second = time.time() - start_time
+    ## log the message to logger
+    self.logger.log_message_state(state='completed',
+                                  message_id=message_id,
+                                  worker_id=worker_id,
+                                  time_taken=time_taken_in_second)
+
+  @overrides
+  def get_status(self) -> Dict[str, int]:
+    """Returns the status of the message queue."""
+    with self.shared_lock.gen_rlock():
+      pending_len = len(self.pending)
+      active_len = sum(len(batch) for batch in self.active.values())
+      completed_len = len(self.completed)
+
+    return {
+        'pending': pending_len,
+        'active': active_len,
+        'completed': completed_len,
+    }
+
+  @overrides
+  def get_pending(self) -> Dict[ID, T]:
+    """Returns all pending messages in the queue."""
+    with self.shared_lock.gen_rlock():
+      return copy.copy(self.pending)
+
+  @overrides
+  def get_active(self) -> Dict[str, Dict[ID, T]]:
+    """Returns all active messages in the queue."""
+    with self.shared_lock.gen_rlock():
+      return copy.copy(self.active)
+
+  @overrides
+  def get_completed(self) -> Dict[ID, T]:
+    """Returns all completed messages in the queue."""
+    with self.shared_lock.gen_rlock():
+      return copy.copy(self.completed)
+
+  @overrides
+  def is_message_in_pending(self, message_id: ID) -> bool:
+    """Returns the true if the message in the pending queue."""
+    with self.shared_lock.gen_rlock():
+      return message_id in self.pending
+
+  @overrides
+  def is_message_in_active(self, message_id: ID) -> bool:
+    """Returns the true if the message in the active queue."""
+    with self.shared_lock.gen_rlock():
+      for _, messages in self.active.items():
+        return message_id in messages
+
+  @overrides
+  def is_message_in_completed(self, message_id: ID) -> bool:
+    """Returns the true if the message in the completed queue."""
+    with self.shared_lock.gen_rlock():
+      return message_id in self.completed
+
+  @overrides
+  def find_message_location(self, message_id: ID) -> MessageState:
+    """Returns the location of the message in the message queue."""
+    with self.shared_lock.gen_rlock():
+      if message_id in self.pending:
+        return MessageState.PENDING
+
+      for _, messages in self.active.items():
+        if message_id in messages:
+          return MessageState.ACTIVE
+
+      if message_id in self.completed:
+        return MessageState.COMPLETED
+
+    return MessageState.NOT_FOUND
diff --git a/sight_service/message_queue/message_logger/__init__.py b/sight_service/message_queue/message_logger/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/sight_service/message_queue/message_logger/interface.py b/sight_service/message_queue/message_logger/interface.py
new file mode 100644
index 0000000..d8d5e75
--- /dev/null
+++ b/sight_service/message_queue/message_logger/interface.py
@@ -0,0 +1,17 @@
+"""Interface for log storage strategies."""
+
+import abc
+
+abstractmethod = abc.abstractmethod
+ABC = abc.ABC
+
+
+class ILogStorageCollectStrategy(ABC):
+
+  @abstractmethod
+  def save_logs(self, logs):
+    pass
+
+  @abstractmethod
+  def collect_logs(self) -> list[str]:
+    pass
diff --git a/sight_service/message_queue/message_logger/log_storage_collect.py b/sight_service/message_queue/message_logger/log_storage_collect.py
new file mode 100644
index 0000000..7d29cf7
--- /dev/null
+++ b/sight_service/message_queue/message_logger/log_storage_collect.py
@@ -0,0 +1,77 @@
+"""LogStorageCollectStrategy module."""
+
+from helpers.cache.cache_factory import CacheFactory
+from helpers.logs.logs_handler import logger as logging
+from overrides import overrides
+from sight_service.message_queue.message_logger.interface import (
+    ILogStorageCollectStrategy
+)
+
+
+class NoneLogStorageCollectStrategy(ILogStorageCollectStrategy):
+
+  @overrides
+  def save_logs(self, logs):
+    logging.info('NOT SAVING LOGS FOR MQ')
+    pass
+
+  @overrides
+  def collect_logs(self) -> list[str]:
+    logging.info('NOT COLLECTING LOGS FOR MQ')
+    return []
+
+
+class CachedBasedLogStorageCollectStrategy(ILogStorageCollectStrategy):
+  """A unified log storage strategy using the Cache module."""
+
+  def __init__(self, cache_type='local', config=None):
+    """Initializes the CacheBasedLogStorageStrategy.
+
+    Args:
+        cache_type (str): The type of cache to use (e.g., "local", "gcs",
+          "none").
+        config (dict): Configuration specific to the cache type.
+    """
+    if config is None:
+      config = {}
+    self.cache = CacheFactory.get_cache(cache_type, config=config)
+    self.current_file_number = 0
+    self.dir_prefix = config.get('dir_prefix', 'log_chunks/')
+
+  @overrides
+  def save_logs(self, logs):
+    """Saves logs using the configured cache.
+
+    Args:
+        logs (list[str]): The list of log entries to save.
+    """
+    try:
+      file_name = f'{self.dir_prefix}chunk_{self.current_file_number}'
+      logs = logs if isinstance(logs, list) else [logs]
+      logging.debug(f'TRYING TO SET THIS CHUNK {file_name}')
+      self.cache.json_set(file_name, logs)  # Store the log chunk
+      self.current_file_number += 1
+    except (KeyError, ValueError) as e:
+      logging.error(f'Failed to save logs: {e}')
+
+  @overrides
+  def collect_logs(self) -> list[str]:
+    """Collects logs from all available chunks.
+
+    Returns:
+        list: A list of all log entries across chunks.
+    """
+    all_logs = []
+    try:
+      chunk_files = self.cache.json_list_keys(
+          prefix=self.dir_prefix)  # Get all files matching the prefix
+      logging.debug(f'TRYING TO COLLECT ALL CHUNKS {len(chunk_files)}')
+      for file_name in sorted(
+          chunk_files
+      ):  # Sort for deterministic order like chunk 0 , chunk 1 , etc..
+        logs = self.cache.json_get(f'{file_name}')
+        if logs:
+          all_logs.extend(logs)
+    except (KeyError, ValueError) as e:
+      logging.error(f'Failed to collect logs: {e}')
+    return all_logs
diff --git a/sight_service/message_queue/message_logger/message_logger.py b/sight_service/message_queue/message_logger/message_logger.py
new file mode 100644
index 0000000..8650206
--- /dev/null
+++ b/sight_service/message_queue/message_logger/message_logger.py
@@ -0,0 +1,88 @@
+"""Logs the state of messages to GCS."""
+
+import abc
+import datetime
+import queue
+import threading
+import time
+
+from google.cloud import exceptions
+from helpers.logs.logs_handler import logger as logging
+from overrides import overrides
+from sight_service.message_queue.message_logger.interface import (
+    ILogStorageCollectStrategy
+)
+
+NotFound = exceptions.NotFound
+abstractmethod = abc.abstractmethod
+ABC = abc.ABC
+Queue = queue.Queue
+datetime = datetime.datetime
+
+
+class MessageFlowLogger:
+  """Logs the state of messages to GCS."""
+
+  def __init__(
+      self,
+      storage_strategy: ILogStorageCollectStrategy,
+      chunk_size=500,
+      flush_interval=5,
+  ):
+    self.log_buffer = Queue()  # Thread-safe buffer
+    self.chunk_size = chunk_size
+    self.flush_interval = flush_interval
+    self.storage_strategy = storage_strategy  # Inject the strategy
+    self.lock = threading.Lock()
+    self.stop_event = threading.Event()
+    self.worker_thread = threading.Thread(target=self._flush_periodically)
+    self.worker_thread.start()
+
+  def log_message_state(self,
+                        state,
+                        message_id,
+                        worker_id=None,
+                        message_details=None,
+                        **kwargs):
+    """Logs the state of a message to the log buffer.
+
+    Args:
+      state: The state of the message.
+      message_id: The ID of the message.
+      worker_id: The ID of the worker processing the message.
+      message_details: Additional details about the message.
+      **kwargs : keyword arguments
+    """
+    log_entry = {
+        "state": state,
+        "message_id": message_id,
+        "worker_id": worker_id,
+        "message_details": message_details,
+        "timestamp": datetime.utcnow().isoformat(),
+        **kwargs
+    }
+    self.log_buffer.put(log_entry)  # Add to buffer
+    if self.log_buffer.qsize() >= self.chunk_size:
+      self._flush_logs()
+
+  def _flush_logs(self):
+    with self.lock:  # Ensure thread safety
+      logs_to_flush = []
+      while (not self.log_buffer.empty() and
+             len(logs_to_flush) < self.chunk_size):
+        logs_to_flush.append(self.log_buffer.get())
+      if logs_to_flush:
+        self._save_logs(logs_to_flush)
+
+  def _save_logs(self, logs):
+    self.storage_strategy.save_logs(logs=logs)
+
+  def _flush_periodically(self):
+    while not self.stop_event.is_set():
+      time.sleep(self.flush_interval)
+      self._flush_logs()
+
+  def stop(self):
+    self.stop_event.set()
+    self.worker_thread.join()
+    self._flush_logs()  # Final flush before shutting down
diff --git a/sight_service/tests/functional/test_message_logger_local.py b/sight_service/message_queue/message_logger/tests/functional/test_message_logger_local.py
similarity index 84%
rename from sight_service/tests/functional/test_message_logger_local.py
rename to sight_service/message_queue/message_logger/tests/functional/test_message_logger_local.py
index 2c8c3fd..80efdb2 100644
--- a/sight_service/tests/functional/test_message_logger_local.py
+++ b/sight_service/message_queue/message_logger/tests/functional/test_message_logger_local.py
@@ -5,8 +5,12 @@
 import shutil
 import unittest
 
-from sight_service.message_logger import LogStorageCollectStrategy
-from sight_service.message_logger import MessageFlowLogger
+from sight_service.message_queue.message_logger.log_storage_collect import (
+    CachedBasedLogStorageCollectStrategy
+)
+from sight_service.message_queue.message_logger.message_logger import (
+    MessageFlowLogger
+)
 from sight_service.tests import colorful_tests
 
 datetime = datetime.datetime
@@ -22,8 +26,8 @@ def setUp(self):
         "local_base_dir": "/tmp/test_logs",
         "dir_prefix": "test_log_chunks/",
     }
-    # Create instances of the LogStorageCollectStrategy
-    self.log_storage_collect_strategy = LogStorageCollectStrategy(
+    # Create instances of the CachedBasedLogStorageCollectStrategy
+    self.log_storage_collect_strategy = CachedBasedLogStorageCollectStrategy(
         cache_type="local", config=config)
     self.logger = MessageFlowLogger(
         storage_strategy=self.log_storage_collect_strategy,
diff --git a/sight_service/tests/functional/test_storage_and_collector_local.py b/sight_service/message_queue/message_logger/tests/functional/test_storage_and_collector_local.py
similarity index 93%
rename from sight_service/tests/functional/test_storage_and_collector_local.py
rename to sight_service/message_queue/message_logger/tests/functional/test_storage_and_collector_local.py
index 9975a25..93795bb 100644
--- a/sight_service/tests/functional/test_storage_and_collector_local.py
+++ b/sight_service/message_queue/message_logger/tests/functional/test_storage_and_collector_local.py
@@ -6,7 +6,10 @@
 import shutil
 import unittest
 
-from sight_service.message_logger import LogStorageCollectStrategy
+from helpers.logs.logs_handler import logger as logging
+from sight_service.message_queue.message_logger.log_storage_collect import (
+    CachedBasedLogStorageCollectStrategy
+)
 from sight_service.tests import colorful_tests
 
 datetime = datetime.datetime
@@ -23,7 +26,7 @@ def setUp(self):
         "dir_prefix": "test_log_chunks/",
     }
     # Create instances of the LogStorageStrategy and LogCollector
-    self.log_storage_collect_strategy = LogStorageCollectStrategy(
+    self.log_storage_collect_strategy = CachedBasedLogStorageCollectStrategy(
         cache_type="local", config=config)
 
     self.local_base_dir = os.path.abspath(config["local_base_dir"])
diff --git a/sight_service/tests/integration/test_message_logger_gcs.py b/sight_service/message_queue/message_logger/tests/inttegration/test_message_logger_gcs.py
similarity index 87%
rename from sight_service/tests/integration/test_message_logger_gcs.py
rename to sight_service/message_queue/message_logger/tests/inttegration/test_message_logger_gcs.py
index 8a77c5a..dac9c78 100644
--- a/sight_service/tests/integration/test_message_logger_gcs.py
+++ b/sight_service/message_queue/message_logger/tests/inttegration/test_message_logger_gcs.py
@@ -4,8 +4,12 @@
 import unittest
 
 from google.cloud import storage
-from sight_service.message_logger import LogStorageCollectStrategy
-from sight_service.message_logger import MessageFlowLogger
+from sight_service.message_queue.message_logger.log_storage_collect import (
+    CachedBasedLogStorageCollectStrategy
+)
+from sight_service.message_queue.message_logger.message_logger import (
+    MessageFlowLogger
+)
 from sight_service.tests import colorful_tests
 
 datetime = datetime.datetime
@@ -49,8 +53,9 @@ def setUp(self):
         "dir_prefix": "test_log_chunks/",
     }
     self.config = config
-    # Create instances of the LogStorageStrategy and MessageFlowLogger
-    self.log_storage_collect_strategy = LogStorageCollectStrategy(
+    # Create instances of the CachedBasedLogStorageCollectStrategy
+    # and MessageFlowLogger
+    self.log_storage_collect_strategy = CachedBasedLogStorageCollectStrategy(
         cache_type="gcs", config=config)
     self.logger = MessageFlowLogger(
         storage_strategy=self.log_storage_collect_strategy,
diff --git a/sight_service/tests/integration/test_storage_and_collector_gcs.py b/sight_service/message_queue/message_logger/tests/inttegration/test_storage_and_collector_gcs.py
similarity index 95%
rename from sight_service/tests/integration/test_storage_and_collector_gcs.py
rename to sight_service/message_queue/message_logger/tests/inttegration/test_storage_and_collector_gcs.py
index 3c3b3ca..01c70d0 100644
--- a/sight_service/tests/integration/test_storage_and_collector_gcs.py
+++ b/sight_service/message_queue/message_logger/tests/inttegration/test_storage_and_collector_gcs.py
@@ -5,7 +5,9 @@
 import unittest
 
 from google.cloud import storage
-from sight_service.message_logger import LogStorageCollectStrategy
+from sight_service.message_queue.message_logger.log_storage_collect import (
+    CachedBasedLogStorageCollectStrategy
+)
 from sight_service.tests import colorful_tests
 
 datetime = datetime.datetime
@@ -44,8 +46,7 @@ def setUp(self):
         "dir_prefix": "test_log_chunks/",
     }
     self.config = config
-    # Create instances of the LogStorageStrategy and LogCollector
-    self.log_storage_collect_strategy = LogStorageCollectStrategy(
+    self.log_storage_collect_strategy = CachedBasedLogStorageCollectStrategy(
         cache_type="gcs", config=config)
 
   def tearDown(self):
diff --git a/sight_service/message_queue/mq_interface.py b/sight_service/message_queue/mq_interface.py
new file mode 100644
index 0000000..0fb6876
--- /dev/null
+++ b/sight_service/message_queue/mq_interface.py
@@ -0,0 +1,152 @@
+"""This module defines the abstract base classes and interfaces for Message Queue and Logger and their strategies."""
+
+import abc
+import enum
+from typing import Callable, Dict, Generic, Optional, Protocol, TypeVar
+import uuid
+
+from overrides import overrides
+
+# Alias for message ID type
+ID = int
+# Define a generic type variable for messages
+T = TypeVar('T')
+
+abstractmethod = abc.abstractmethod
+ABC = abc.ABC
+
+
+class MessageState(enum.Enum):
+  """The state of a message in the message queue."""
+
+  PENDING = 'pending'
+  ACTIVE = 'active'
+  COMPLETED = 'completed'
+  NOT_FOUND = 'not found'
+
+  def __str__(self):
+    return str(self.value)
+
+
+class IUUIDStrategy(ABC):
+  """An abstract base class for generating unique IDs.
+
+  This defines a strategy interface for generating unique IDs. Subclasses
+  should implement the `generate_id` method to provide different ways of
+  creating unique identifiers.
+  """
+
+  @abstractmethod
+  def generate_id(self) -> ID:
+    pass
+
+
+class IncrementalUUID(IUUIDStrategy):
+  """A strategy for generating unique IDs incrementally.
+
+  This strategy generates sequential unique IDs starting from 1 and
+  incrementing by 1 for each new ID.
+  """
+
+  def __init__(self):
+    self.current_id = 1
+
+  @overrides
+  def generate_id(self) -> int:
+    unique_id = self.current_id
+    self.current_id += 1
+    return unique_id
+
+
+class RandomUUID(IUUIDStrategy):
+  """A strategy for generating unique IDs using UUIDs.
+
+  This strategy generates unique IDs using a random UUID converted to its
+  integer representation. It provides more randomness compared to the
+  incremental strategy.
+  """
+
+  @overrides
+  def generate_id(self) -> int:
+    return uuid.uuid4().int  # Using the integer representation of UUID
+
+
+class IMessageQueue(Protocol, Generic[T]):
+  """A message queue is a data structure that stores messages.
+
+  #### State machine for each message:
+  ##### 1. NotInQueue -> The message does not exist in the queue.
+  ##### 2. Pending -> The message is added to the queue but not yet processed.
+  ##### 3. Active -> The message is assigned to a worker for processing.
+  ##### 4. Completed -> The message is processed and moved to the completed
+  state.
+  """
+
+  def push_message(self, message: T) -> ID:
+    """Pushes a message to the queue.
+
+    Args:
+      message: The message to push.
+    """
+    ...
+
+  def create_active_batch(self,
+                          worker_id: str,
+                          new_batch_size: Optional[int] = None) -> Dict[ID, T]:
+    """Move a batch of messages for a given worker into active list.
+
+    Args:
+      worker_id: The ID of the worker that will process the messages.
+      new_batch_size: The size of the batch to process. If not provided, the
+        default batch size will be used.
+
+    Returns:
+      A dictionary of messages that were processed, keyed by message ID.
+    """
+    ...
+
+  def complete_message(self,
+                       message_id: ID,
+                       worker_id: str,
+                       update_fn: Callable[[T], T] = None) -> None:
+    """Completes a message of the given message ID of the given worker it moves it to the completed queue.
+
+    Args:
+      message_id: The ID of the message to complete.
+      worker_id: The ID of the worker that completed the message.
+      update_fn: A function that takes the current message and returns the
+        updated message.
+    """
+    ...
+
+  def get_status(self) -> Dict[str, int]:
+    """Returns the status of the message queue."""
+    ...
+
+  def get_pending(self) -> Dict[ID, T]:
+    """Returns all pending messages in the queue."""
+    ...
+
+  def get_active(self) -> Dict[str, Dict[ID, T]]:
+    """Returns all active messages in the queue."""
+    ...
+
+  def get_completed(self) -> Dict[ID, T]:
+    """Returns all completed messages in the queue."""
+    ...
+
+  def find_message_location(self, message_id: ID) -> MessageState:
+    """Returns the location of the message in the message queue."""
+    ...
+
+  def is_message_in_pending(self, message_id: ID) -> bool:
+    """Checks if the message is in the pending state."""
+    ...
+
+  def is_message_in_active(self, message_id: ID) -> bool:
+    """Checks if the message is in the active state."""
+    ...
+
+  def is_message_in_completed(self, message_id: ID) -> bool:
+    """Checks if the message is in the completed state."""
+    ...
diff --git a/sight_service/message_queue/queue_factory.py b/sight_service/message_queue/queue_factory.py
new file mode 100644
index 0000000..4034082
--- /dev/null
+++ b/sight_service/message_queue/queue_factory.py
@@ -0,0 +1,55 @@
+"""Factory for creating message queues."""
+
+from sight_service.message_queue.list_lock_queue import IncrementalUUID
+from sight_service.message_queue.list_lock_queue import ListLockMessageQueue
+from sight_service.message_queue.list_shared_lock_queue import (
+    ListSharedLockMessageQueue
+)
+from sight_service.message_queue.message_logger.interface import (
+    ILogStorageCollectStrategy
+)
+from sight_service.message_queue.mq_interface import IUUIDStrategy
+
+from .message_logger.log_storage_collect import (
+    CachedBasedLogStorageCollectStrategy
+)
+
+
+def queue_factory(
+    queue_type: str = 'list',
+    batch_size=1,
+    logger_storage_strategy:
+    ILogStorageCollectStrategy = CachedBasedLogStorageCollectStrategy(),
+    id_generator: IUUIDStrategy = IncrementalUUID(),
+    **kwargs,
+):
+  """Factory for creating message queues.
+
+  Args:
+    queue_type: The type of queue to create.
+    batch_size: The batch size of the queue.
+    logger_storage_strategy: The strategy for storing logs.
+    id_generator: The strategy for generating UUIDs.
+    **kwargs: Additional keyword arguments.
+
+  Returns:
+    The created message queue.
+  """
+  if queue_type == 'list':
+    return ListLockMessageQueue(
+        id_generator=id_generator,
+        batch_size=batch_size,
+        logger_storage_strategy=logger_storage_strategy,
+    )
+  elif queue_type == 'shared_lock_list':
+    return ListSharedLockMessageQueue(
+        id_generator=id_generator,
+        batch_size=batch_size,
+        logger_storage_strategy=logger_storage_strategy,
+    )
+  else:
+    return ListLockMessageQueue(
+        id_generator=id_generator,
+        batch_size=batch_size,
+        logger_storage_strategy=logger_storage_strategy,
+    )
diff --git a/sight_service/message_queue/tests/functional/test_mq_list_lock_empty_logger.py b/sight_service/message_queue/tests/functional/test_mq_list_lock_empty_logger.py
new file mode 100644
index 0000000..d46dc8e
--- /dev/null
+++ b/sight_service/message_queue/tests/functional/test_mq_list_lock_empty_logger.py
@@ -0,0 +1,182 @@
+"""Tests for the MessageQueue class."""
+
+import unittest
+
+from sight_service.message_queue.list_lock_queue import ListLockMessageQueue
+from sight_service.message_queue.message_logger.interface import (
+    ILogStorageCollectStrategy
+)
+from sight_service.message_queue.message_logger.log_storage_collect import (
+    NoneLogStorageCollectStrategy
+)
+from sight_service.message_queue.mq_interface import IMessageQueue
+from sight_service.message_queue.mq_interface import IncrementalUUID
+from sight_service.message_queue.mq_interface import IUUIDStrategy
+from sight_service.message_queue.mq_interface import MessageState
+from sight_service.message_queue.mq_interface import RandomUUID
+from sight_service.tests import colorful_tests
+
+
+class TestMessageQueue(unittest.TestCase):
+  """Tests for MessageQueue class.
+
+  Attributes:
+    incremental_id_generator: IncrementalUUID()
+    queue: MessageQueue[int]
+    log_storage_collect_strategy: LogStorageCollectStrategyEmpty()
+  """
+
+  def setUp(self):
+    """Set up the MessageQueue and IncrementalUUID for testing."""
+    super().setUp()
+    # Use IncrementalUUID for most tests to have predictable IDs
+    self.incremental_id_generator: IUUIDStrategy = IncrementalUUID()
+    # Create instances of the NoneLogStorageCollectStrategy
+    self.log_storage_collect_strategy: ILogStorageCollectStrategy = (
+        NoneLogStorageCollectStrategy())
+    self.queue: IMessageQueue = ListLockMessageQueue[int](
+        id_generator=self.incremental_id_generator,
+        batch_size=2,
+        logger_storage_strategy=self.log_storage_collect_strategy,
+    )
+
+  def tearDown(self):
+    """Tear down the Message Queue Logger."""
+    super().tearDown()
+    self.queue.logger.stop()
+
+  def test_add_message_with_incremental_id(self):
+    message_id = self.queue.push_message(100)
+    self.assertEqual(message_id, 1)
+    status = self.queue.get_status()
+    self.assertEqual(status['pending'], 1)
+    self.assertEqual(status['active'], 0)
+    self.assertEqual(status['completed'], 0)
+
+  def test_process_messages(self):
+    """Test process_messages() with a batch size of 2 and 3 messages in the queue."""
+    self.queue.push_message(100)
+    self.queue.push_message(200)
+    self.queue.push_message(300)
+
+    batch = self.queue.create_active_batch(worker_id='worker1')
+    self.assertEqual(len(batch), 2)
+    self.assertIn(1, batch)
+    self.assertIn(2, batch)
+
+    status = self.queue.get_status()
+    self.assertEqual(status['pending'], 1)
+    self.assertEqual(status['active'], 2)
+    self.assertEqual(status['completed'], 0)
+
+  def test_complete_message(self):
+    """Test complete_message() with a batch size of 2 and 2 messages in the queue."""
+    self.queue.push_message(100)
+    self.queue.push_message(200)
+
+    batch = self.queue.create_active_batch(worker_id='worker1')
+    self.assertEqual(len(batch), 2)
+    self.queue.complete_message(1, 'worker1')
+
+    status = self.queue.get_status()
+    self.assertEqual(status['pending'], 0)
+    self.assertEqual(status['active'], 1)
+    self.assertEqual(status['completed'], 1)
+    self.assertIn(1, self.queue.get_completed())
+
+  def test_complete_message_with_lambda_update(self):
+    self.queue.push_message(500)
+    batch = self.queue.create_active_batch(worker_id='worker2')
+    self.assertEqual(len(batch), 1)
+
+    # Apply a lambda function that doubles the message value
+    update_fn = lambda msg: msg * 2
+    self.queue.complete_message(1, 'worker2', update_fn)
+
+    # Verify that the message was updated using the lambda function
+    completed_msg = self.queue.get_completed()[1]
+    self.assertEqual(completed_msg, 1000)  # 500 * 2
+
+  def test_get_pending_messages(self):
+    self.queue.push_message(100)
+    self.queue.push_message(200)
+    pending_messages = self.queue.get_pending()
+    self.assertEqual(len(pending_messages), 2)
+
+  def test_get_active_messages(self):
+    self.queue.push_message(100)
+    self.queue.push_message(200)
+    self.queue.create_active_batch(worker_id='worker1')
+    active_messages = self.queue.get_active()
+    self.assertIn('worker1', active_messages)
+    self.assertEqual(len(active_messages['worker1']), 2)
+
+  def test_get_completed_messages(self):
+    self.queue.push_message(100)
+    self.queue.create_active_batch(worker_id='worker1')
+    self.queue.complete_message(1, 'worker1')
+    completed_messages = self.queue.get_completed()
+    self.assertEqual(len(completed_messages), 1)
+
+  def test_process_and_complete_message(self):
+    """Test process_messages() and complete_message() with a batch size of 1."""
+    self.queue.push_message(100)
+    self.queue.push_message(200)
+    self.queue.push_message(300)
+
+    batch = self.queue.create_active_batch(worker_id='worker1',
+                                           new_batch_size=1)
+    self.assertEqual(len(batch), 1)
+    self.assertIn(1, batch)
+
+    self.queue.complete_message(1, 'worker1')
+    status = self.queue.get_status()
+    self.assertEqual(status['pending'], 2)
+    self.assertEqual(status['active'], 0)
+    self.assertEqual(status['completed'], 1)
+
+  def test_complete_message_not_found(self):
+    self.queue.push_message(100)
+    self.queue.push_message(200)
+
+    batch = self.queue.create_active_batch(worker_id='worker1')
+    self.assertEqual(len(batch), 2)
+    with self.assertRaises(ValueError):
+      self.queue.complete_message(999, 'worker1')
+
+  def test_empty_process_messages(self):
+    batch = self.queue.create_active_batch(worker_id='worker1')
+    self.assertEqual(len(batch), 0)
+    status = self.queue.get_status()
+    self.assertEqual(status['pending'], 0)
+    self.assertEqual(status['active'], 0)
+    self.assertEqual(status['completed'], 0)
+
+  def test_find_message_location(self):
+    self.queue.push_message(100)
+    self.queue.push_message(200)
+    self.queue.create_active_batch(worker_id='worker1')
+    location = self.queue.find_message_location(1)
+    self.assertEqual(location, MessageState.ACTIVE)
+
+  def test_add_message_with_uuid(self):
+    """Test add_message() with a UUID ID generator."""
+    uuid_id_generator = RandomUUID()
+    queue_with_uuid = ListLockMessageQueue[str](
+        id_generator=uuid_id_generator,
+        batch_size=2,
+        logger_storage_strategy=self.log_storage_collect_strategy,
+    )
+
+    message_id1 = queue_with_uuid.push_message('Task A')
+    message_id2 = queue_with_uuid.push_message('Task B')
+    queue_with_uuid.logger.stop()
+
+    # Check that the UUIDs are unique and have been assigned correctly
+    self.assertNotEqual(message_id1, message_id2)
+    self.assertIn(message_id1, queue_with_uuid.get_pending())
+    self.assertIn(message_id2, queue_with_uuid.get_pending())
+
+
+if __name__ == '__main__':
+  unittest.main(testRunner=colorful_tests.ColorfulTestRunner())
diff --git a/sight_service/tests/functional/test_message_queue_local_logger.py b/sight_service/message_queue/tests/functional/test_mq_list_lock_local_logger.py
similarity index 76%
rename from sight_service/tests/functional/test_message_queue_local_logger.py
rename to sight_service/message_queue/tests/functional/test_mq_list_lock_local_logger.py
index 3a8996f..599f974 100644
--- a/sight_service/tests/functional/test_message_queue_local_logger.py
+++ b/sight_service/message_queue/tests/functional/test_mq_list_lock_local_logger.py
@@ -4,8 +4,18 @@
 import shutil
 import unittest
 
-from sight_service.message_logger import LogStorageCollectStrategy
-import sight_service.message_queue as mq
+from sight_service.message_queue.list_lock_queue import ListLockMessageQueue
+from sight_service.message_queue.message_logger.interface import (
+    ILogStorageCollectStrategy
+)
+from sight_service.message_queue.message_logger.log_storage_collect import (
+    CachedBasedLogStorageCollectStrategy
+)
+from sight_service.message_queue.mq_interface import IMessageQueue
+from sight_service.message_queue.mq_interface import IncrementalUUID
+from sight_service.message_queue.mq_interface import IUUIDStrategy
+from sight_service.message_queue.mq_interface import MessageState
+from sight_service.message_queue.mq_interface import RandomUUID
 from sight_service.tests import colorful_tests
 
 
@@ -28,11 +38,11 @@ def setUp(self):
     }
     self.local_base_dir = config['local_base_dir']
     # Use IncrementalUUID for most tests to have predictable IDs
-    self.incremental_id_generator = mq.IncrementalUUID()
+    self.incremental_id_generator: IUUIDStrategy = IncrementalUUID()
     # Create instances of the LogStorageCollectStrategy
-    self.log_storage_collect_strategy = LogStorageCollectStrategy(
-        cache_type='local', config=config)
-    self.queue = mq.MessageQueue[int](
+    self.log_storage_collect_strategy: ILogStorageCollectStrategy = (
+        CachedBasedLogStorageCollectStrategy(cache_type='local', config=config))
+    self.queue: IMessageQueue = ListLockMessageQueue[int](
         id_generator=self.incremental_id_generator,
         batch_size=2,
         logger_storage_strategy=self.log_storage_collect_strategy,
@@ -158,46 +168,12 @@ def test_find_message_location(self):
     self.queue.push_message(200)
     self.queue.create_active_batch(worker_id='worker1')
     location = self.queue.find_message_location(1)
-    self.assertEqual(location, mq.MessageState.ACTIVE)
-
-  def test_get_all_messages(self):
-    """Test get_all_messages() with 2 pending messages and 1 completed message."""
-
-    self.queue.push_message(100)
-    self.queue.push_message(200)
-
-    all_messages = self.queue.get_all_messages()
-    self.assertEqual(len(all_messages['pending']), 2)
-    self.assertEqual(len(all_messages['active']),
-                     0)  # No messages should be in active yet
-    self.assertEqual(len(all_messages['completed']), 0)
-
-    # Process the messages, which should move them
-    # to 'active' under a specific worker_id
-    self.queue.create_active_batch(worker_id='worker1')
-    all_messages = self.queue.get_all_messages()
-
-    # After processing, 'pending' should be empty, 'active'
-    # should have 2 messages under 'worker1'
-    self.assertEqual(len(all_messages['pending']), 0)
-    self.assertIn('worker1', all_messages['active'])
-    self.assertEqual(len(all_messages['active']['worker1']), 2)
-    self.assertEqual(len(all_messages['completed']), 0)
-
-    self.queue.complete_message(1, 'worker1')
-    all_messages = self.queue.get_all_messages()
-
-    # 'pending' should still be empty, 'active' should have
-    # 1 message under 'worker1', and 'completed' should have 1 message
-    self.assertEqual(len(all_messages['pending']), 0)
-    self.assertIn('worker1', all_messages['active'])
-    self.assertEqual(len(all_messages['active']['worker1']), 1)
-    self.assertEqual(len(all_messages['completed']), 1)
+    self.assertEqual(location, MessageState.ACTIVE)
 
   def test_add_message_with_uuid(self):
     """Test add_message() with a UUID ID generator."""
-    uuid_id_generator = mq.RandomUUID()
-    queue_with_uuid = mq.MessageQueue[str](
+    uuid_id_generator = RandomUUID()
+    queue_with_uuid = ListLockMessageQueue[str](
         id_generator=uuid_id_generator,
         batch_size=2,
         logger_storage_strategy=self.log_storage_collect_strategy,
diff --git a/sight_service/tests/functional/test_message_queue_empty_logger.py b/sight_service/message_queue/tests/functional/test_mq_shared_lock_empty_logger.py
similarity index 74%
rename from sight_service/tests/functional/test_message_queue_empty_logger.py
rename to sight_service/message_queue/tests/functional/test_mq_shared_lock_empty_logger.py
index da90239..4bbb900 100644
--- a/sight_service/tests/functional/test_message_queue_empty_logger.py
+++ b/sight_service/message_queue/tests/functional/test_mq_shared_lock_empty_logger.py
@@ -1,8 +1,21 @@
 """Tests for the MessageQueue class."""
+
 import unittest
 
-from sight_service.message_logger import LogStorageCollectStrategyEmpty
-import sight_service.message_queue as mq
+from sight_service.message_queue.list_shared_lock_queue import (
+    ListSharedLockMessageQueue
+)
+from sight_service.message_queue.message_logger.interface import (
+    ILogStorageCollectStrategy
+)
+from sight_service.message_queue.message_logger.log_storage_collect import (
+    NoneLogStorageCollectStrategy
+)
+from sight_service.message_queue.mq_interface import IMessageQueue
+from sight_service.message_queue.mq_interface import IncrementalUUID
+from sight_service.message_queue.mq_interface import IUUIDStrategy
+from sight_service.message_queue.mq_interface import MessageState
+from sight_service.message_queue.mq_interface import RandomUUID
 from sight_service.tests import colorful_tests
 
 
@@ -19,10 +32,11 @@ def setUp(self):
     """Set up the MessageQueue and IncrementalUUID for testing."""
     super().setUp()
     # Use IncrementalUUID for most tests to have predictable IDs
-    self.incremental_id_generator = mq.IncrementalUUID()
-    # Create instances of the LogStorageCollectStrategy
-    self.log_storage_collect_strategy = LogStorageCollectStrategyEmpty()
-    self.queue = mq.MessageQueue[int](
+    self.incremental_id_generator: IUUIDStrategy = IncrementalUUID()
+    # Create instances of the NoneLogStorageCollectStrategy
+    self.log_storage_collect_strategy: ILogStorageCollectStrategy = (
+        NoneLogStorageCollectStrategy())
+    self.queue: IMessageQueue = ListSharedLockMessageQueue[int](
         id_generator=self.incremental_id_generator,
         batch_size=2,
         logger_storage_strategy=self.log_storage_collect_strategy,
@@ -145,46 +159,12 @@ def test_find_message_location(self):
     self.queue.push_message(200)
     self.queue.create_active_batch(worker_id='worker1')
     location = self.queue.find_message_location(1)
-    self.assertEqual(location, mq.MessageState.ACTIVE)
-
-  def test_get_all_messages(self):
-    """Test get_all_messages() with 2 pending messages and 1 completed message."""
-
-    self.queue.push_message(100)
-    self.queue.push_message(200)
-
-    all_messages = self.queue.get_all_messages()
-    self.assertEqual(len(all_messages['pending']), 2)
-    self.assertEqual(len(all_messages['active']),
-                     0)  # No messages should be in active yet
-    self.assertEqual(len(all_messages['completed']), 0)
-
-    # Process the messages, which should move them
-    # to 'active' under a specific worker_id
-    self.queue.create_active_batch(worker_id='worker1')
-    all_messages = self.queue.get_all_messages()
-
-    # After processing, 'pending' should be empty, 'active'
-    # should have 2 messages under 'worker1'
-    self.assertEqual(len(all_messages['pending']), 0)
-    self.assertIn('worker1', all_messages['active'])
-    self.assertEqual(len(all_messages['active']['worker1']), 2)
-    self.assertEqual(len(all_messages['completed']), 0)
-
-    self.queue.complete_message(1, 'worker1')
-    all_messages = self.queue.get_all_messages()
-
-    # 'pending' should still be empty, 'active' should have
-    # 1 message under 'worker1', and 'completed' should have 1 message
-    self.assertEqual(len(all_messages['pending']), 0)
-    self.assertIn('worker1', all_messages['active'])
-    self.assertEqual(len(all_messages['active']['worker1']), 1)
-    self.assertEqual(len(all_messages['completed']), 1)
+    self.assertEqual(location, MessageState.ACTIVE)
 
   def test_add_message_with_uuid(self):
     """Test add_message() with a UUID ID generator."""
-    uuid_id_generator = mq.RandomUUID()
-    queue_with_uuid = mq.MessageQueue[str](
+    uuid_id_generator = RandomUUID()
+    queue_with_uuid = ListSharedLockMessageQueue[str](
         id_generator=uuid_id_generator,
         batch_size=2,
         logger_storage_strategy=self.log_storage_collect_strategy,
diff --git a/sight_service/single_action_optimizer.py b/sight_service/single_action_optimizer.py
index 7941a41..c3a51be 100644
--- a/sight_service/single_action_optimizer.py
+++ b/sight_service/single_action_optimizer.py
@@ -13,20 +13,26 @@
 # limitations under the License.
 """An instance of a Sight optimizer dedicated to a single experiment."""
 
-from concurrent import futures
 import dataclasses
-from datetime import datetime
-from typing import Any, Dict, List, Sequence, Tuple
+import datetime
+from typing import Dict
 
 from helpers.logs.logs_handler import logger as logging
-from sight.proto import sight_pb2
-from sight_service.message_logger import LogStorageCollectStrategy
-from sight_service.message_logger import LogStorageCollectStrategyEmpty
-from sight_service.message_queue import IMessageQueue
-from sight_service.message_queue import IncrementalUUID
-from sight_service.message_queue import MessageQueue
+from sight_service.message_queue.message_logger.interface import (
+    ILogStorageCollectStrategy
+)
+from sight_service.message_queue.message_logger.log_storage_collect import (
+    CachedBasedLogStorageCollectStrategy
+)
+from sight_service.message_queue.message_logger.log_storage_collect import (
+    NoneLogStorageCollectStrategy
+)
+from sight_service.message_queue.mq_interface import IMessageQueue
+from sight_service.message_queue.mq_interface import IUUIDStrategy
+from sight_service.message_queue.queue_factory import queue_factory
 from sight_service.optimizer_instance import OptimizerInstance
-from sight_service.proto import service_pb2
+
+datetime = datetime.datetime
 
 _file_name = "single_action_optimizer.py"
 
@@ -63,7 +69,7 @@ def update(self, reward=None, outcome=None, action=None, attributes=None):
     return self
 
   def __str__(self):
-    return (f"[X]")
+    return f"[X]"
     # (f"MessageDetails(\n"
     # f"action: {self.action},\n"
     # f"attributes: {self.attributes},\n"
@@ -80,14 +86,19 @@ class SingleActionOptimizer(OptimizerInstance):
 
   def __init__(self, batch_size: int = 5):
     super().__init__()
-    logger_storage_strategy = LogStorageCollectStrategyEmpty()
-    # can use following logger for analyis , how messages flow
-    # logger_storage_strategy = LogStorageCollectStrategy(cache_type='gcs', config={
-    #     "gcs_base_dir": "sight_mq_logs_for_analysis",
-    #     "gcs_bucket": "cameltrain-sight",
-    #     "dir_prefix": f'log_chunks_{datetime.utcnow().strftime("%Y-%m-%d_%H-%M-%S")}/'
-    # })
-    self.queue: MessageQueue = MessageQueue[MessageDetails](
-        id_generator=IncrementalUUID(),
+    # logger_storage_strategy = NoneLogStorageCollectStrategy()
+    # can use the following logger for analyis , how messages flow
+    logger_storage_strategy: ILogStorageCollectStrategy = (
+        CachedBasedLogStorageCollectStrategy(
+            cache_type="gcs",
+            config={
+                "gcs_base_dir": "sight_mq_logs_for_analysis",
+                "gcs_bucket": "cameltrain-sight",
+                "dir_prefix": f'log_chunks_{datetime.utcnow().strftime("%Y-%m-%d_%H-%M-%S")}/',
+            },
+        ))
+    self.queue: IMessageQueue = queue_factory(
+        queue_type="shared_lock_list",
         batch_size=batch_size,
-        logger_storage_strategy=logger_storage_strategy)
+        logger_storage_strategy=logger_storage_strategy,
+    )
diff --git a/sight_service/tests/functional/test_shared_batch_messages.py b/sight_service/tests/test_shared_batch_messages.py
similarity index 100%
rename from sight_service/tests/functional/test_shared_batch_messages.py
rename to sight_service/tests/test_shared_batch_messages.py
diff --git a/sight_service/worklist_scheduler_opt.py b/sight_service/worklist_scheduler_opt.py
index 288f731..a9b2d88 100644
--- a/sight_service/worklist_scheduler_opt.py
+++ b/sight_service/worklist_scheduler_opt.py
@@ -27,7 +27,7 @@
 from sight_service.single_action_optimizer import MessageDetails
 from sight_service.single_action_optimizer import SingleActionOptimizer
 
-_file_name = "exhaustive_search.py"
+_file_name = "worklist_scheduler_opt.py"
 
 
 class WorklistScheduler(SingleActionOptimizer):
@@ -84,7 +84,7 @@ def propose_action(
     unique_id = self.queue.push_message(message)
 
     response = service_pb2.ProposeActionResponse(action_id=unique_id)
-    logging.info("self.queue => %s", self.queue)
+    logging.debug("self.queue => %s", self.queue)
     return response
 
   @overrides
@@ -131,6 +131,7 @@ def decision_point(
     method_name = "decision_point"
     logging.debug(">>>>  In %s of %s", method_name, _file_name)
 
+    # very heavy operation ( but its not hapeening as we are short-ciruting decision-point with worker-alive)
     all_active_messages = self.queue.get_active()
 
     response = service_pb2.DecisionPointResponse()
@@ -143,7 +144,7 @@ def decision_point(
     response.action.CopyFrom(convert_dict_to_proto(dict=next_action))
     response.action_type = service_pb2.DecisionPointResponse.ActionType.AT_ACT
     logging.debug("<<<<  Out %s of %s", method_name, _file_name)
-    logging.info('self.queue ==> %s', self.queue)
+    logging.debug('self.queue => %s', self.queue)
     return response
 
   @overrides
@@ -153,9 +154,13 @@ def finalize_episode(
     method_name = "finalize_episode"
     logging.debug(">>>>  In %s of %s", method_name, _file_name)
 
-    # logging.info("self.queue => %s", self.queue)
+    # logging.debug("self.queue => %s", self.queue)
+
+    logging.debug('we have decision messages %s',
+                  len(request.decision_messages))
 
     for i in range(len(request.decision_messages)):
+      logging.debug('calling queue.complete_message for %s th msg', i)
       self.queue.complete_message(
           worker_id=request.worker_id,
           message_id=request.decision_messages[i].action_id,
@@ -166,7 +171,7 @@ def finalize_episode(
               action=convert_proto_to_dict(proto=request.decision_messages[i].
                                            decision_point.choice_params)))
 
-    logging.info("self.queue => %s", self.queue)
+    logging.debug("self.queue => %s", self.queue)
 
     logging.debug("<<<<  Out %s of %s", method_name, _file_name)
     return service_pb2.FinalizeEpisodeResponse(response_str='Success!')
@@ -209,7 +214,7 @@ def WorkerAlive(
   ) -> service_pb2.WorkerAliveResponse:
     method_name = "WorkerAlive"
     logging.debug(">>>>  In %s of %s", method_name, _file_name)
-    # logging.info("self.queue => %s", self.queue)
+    # logging.debug("self.queue => %s", self.queue)
 
     response = service_pb2.WorkerAliveResponse()
 
@@ -226,7 +231,7 @@ def WorkerAlive(
         decision_message.action.CopyFrom(convert_dict_to_proto(dict=msg.action))
 
     response.status_type = worker_alive_status
-    logging.info("self.queue => %s", self.queue)
+    logging.debug("self.queue => %s", self.queue)
     logging.info("worker_alive_status is %s", worker_alive_status)
     logging.debug("<<<<  Out %s of %s", method_name, _file_name)
     return response