diff --git a/Cargo.lock b/Cargo.lock
index 0482563a0b..da4ac8f23d 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -5678,7 +5678,6 @@ dependencies = [
  "generic_error",
  "log",
  "macros",
- "proxy",
  "router",
  "runtime",
  "serde",
diff --git a/remote_engine_client/Cargo.toml b/remote_engine_client/Cargo.toml
index c52847571b..839e330900 100644
--- a/remote_engine_client/Cargo.toml
+++ b/remote_engine_client/Cargo.toml
@@ -33,7 +33,6 @@ futures = { workspace = true }
 generic_error = { workspace = true }
 log = { workspace = true }
 macros = { workspace = true }
-proxy = { workspace = true }
 router = { workspace = true }
 runtime = { workspace = true }
 serde = { workspace = true }
diff --git a/remote_engine_client/src/lib.rs b/remote_engine_client/src/lib.rs
index 52e576886f..ead791b708 100644
--- a/remote_engine_client/src/lib.rs
+++ b/remote_engine_client/src/lib.rs
@@ -33,17 +33,13 @@ use common_types::{record_batch::RecordBatch, schema::RecordSchema};
 pub use config::Config;
 use futures::{Stream, StreamExt};
 use generic_error::BoxError;
-use proxy::hotspot::{HotspotRecorder, Message};
 use router::RouterRef;
 use runtime::Runtime;
 use snafu::ResultExt;
 use table_engine::{
     remote::{
         self,
-        model::{
-            GetTableInfoRequest, ReadRequest, TableIdentifier, TableInfo, WriteBatchResult,
-            WriteRequest,
-        },
+        model::{GetTableInfoRequest, ReadRequest, TableInfo, WriteBatchResult, WriteRequest},
         RemoteEngine,
     },
     stream::{self, ErrWithSource, RecordBatchStream, SendableRecordBatchStream},
@@ -122,55 +118,19 @@ pub mod error {
 
 pub struct RemoteEngineImpl {
     client: Client,
-    hotspot_recorder: Arc<HotspotRecorder>,
 }
 
 impl RemoteEngineImpl {
-    pub fn new(
-        config: Config,
-        router: RouterRef,
-        worker_runtime: Arc<Runtime>,
-        hotspot_recorder: Arc<HotspotRecorder>,
-    ) -> Self {
+    pub fn new(config: Config, router: RouterRef, worker_runtime: Arc<Runtime>) -> Self {
         let client = Client::new(config, router, worker_runtime);
 
-        Self {
-            client,
-            hotspot_recorder,
-        }
-    }
-
-    fn format_hot_key(table: &TableIdentifier) -> String {
-        format!("{}/{}", table.schema, table.table)
-    }
-
-    async fn record_write(&self, request: &WriteRequest) {
-        let hot_key = Self::format_hot_key(&request.table);
-        let row_count = request.write_request.row_group.num_rows();
-        let field_count = row_count * request.write_request.row_group.schema().num_columns();
-        self.hotspot_recorder
-            .send_msg_or_log(
-                "inc_write_reqs",
-                Message::Write {
-                    key: hot_key,
-                    row_count,
-                    field_count,
-                },
-            )
-            .await;
+        Self { client }
     }
 }
 
 #[async_trait]
 impl RemoteEngine for RemoteEngineImpl {
     async fn read(&self, request: ReadRequest) -> remote::Result<SendableRecordBatchStream> {
-        self.hotspot_recorder
-            .send_msg_or_log(
-                "inc_query_reqs",
-                Message::Query(Self::format_hot_key(&request.table)),
-            )
-            .await;
-
         let client_read_stream = self
             .client
             .read(request)
@@ -181,8 +141,6 @@ impl RemoteEngine for RemoteEngineImpl {
     }
 
     async fn write(&self, request: WriteRequest) -> remote::Result<usize> {
-        self.record_write(&request).await;
-
         self.client
             .write(request)
             .await
@@ -194,10 +152,6 @@ impl RemoteEngine for RemoteEngineImpl {
         &self,
         requests: Vec<WriteRequest>,
     ) -> remote::Result<Vec<WriteBatchResult>> {
-        for req in &requests {
-            self.record_write(req).await;
-        }
-
         self.client
             .write_batch(requests)
             .await
diff --git a/server/src/grpc/mod.rs b/server/src/grpc/mod.rs
index d15c252c6c..0fe5a9e558 100644
--- a/server/src/grpc/mod.rs
+++ b/server/src/grpc/mod.rs
@@ -35,6 +35,7 @@ use log::{info, warn};
 use macros::define_result;
 use proxy::{
     forward,
+    hotspot::HotspotRecorder,
     instance::InstanceRef,
     schema_config_provider::{self},
     Proxy,
@@ -106,6 +107,9 @@ pub enum Error {
     #[snafu(display("Missing proxy.\nBacktrace:\n{}", backtrace))]
     MissingProxy { backtrace: Backtrace },
 
+    #[snafu(display("Missing HotspotRecorder.\nBacktrace:\n{}", backtrace))]
+    MissingHotspotRecorder { backtrace: Backtrace },
+
     #[snafu(display("Catalog name is not utf8.\nBacktrace:\n{}", backtrace))]
     ParseCatalogName {
         source: std::string::FromUtf8Error,
@@ -213,6 +217,7 @@ pub struct Builder<Q, P> {
     opened_wals: Option<OpenedWals>,
     proxy: Option<Arc<Proxy<Q, P>>>,
     request_notifiers: Option<Arc<RequestNotifiers<StreamReadReqKey, error::Result<RecordBatch>>>>,
+    hotspot_recorder: Option<Arc<HotspotRecorder>>,
 }
 
 impl<Q, P> Builder<Q, P> {
@@ -226,6 +231,7 @@ impl<Q, P> Builder<Q, P> {
             opened_wals: None,
             proxy: None,
             request_notifiers: None,
+            hotspot_recorder: None,
         }
     }
 
@@ -265,6 +271,11 @@ impl<Q, P> Builder<Q, P> {
         self
     }
 
+    pub fn hotspot_recorder(mut self, hotspot_recorder: Arc<HotspotRecorder>) -> Self {
+        self.hotspot_recorder = Some(hotspot_recorder);
+        self
+    }
+
     pub fn request_notifiers(mut self, enable_query_dedup: bool) -> Self {
         if enable_query_dedup {
             self.request_notifiers = Some(Arc::new(RequestNotifiers::default()));
@@ -279,6 +290,7 @@ impl<Q: QueryExecutor + 'static, P: PhysicalPlanner> Builder<Q, P> {
         let instance = self.instance.context(MissingInstance)?;
         let opened_wals = self.opened_wals.context(MissingWals)?;
         let proxy = self.proxy.context(MissingProxy)?;
+        let hotspot_recorder = self.hotspot_recorder.context(MissingHotspotRecorder)?;
 
         let meta_rpc_server = self.cluster.map(|v| {
             let builder = meta_event_service::Builder {
@@ -295,6 +307,7 @@ impl<Q: QueryExecutor + 'static, P: PhysicalPlanner> Builder<Q, P> {
                 instance,
                 runtimes: runtimes.clone(),
                 request_notifiers: self.request_notifiers,
+                hotspot_recorder,
             };
             RemoteEngineServiceServer::new(service)
         };
diff --git a/server/src/grpc/remote_engine_service/mod.rs b/server/src/grpc/remote_engine_service/mod.rs
index fce915555c..69a4861d6a 100644
--- a/server/src/grpc/remote_engine_service/mod.rs
+++ b/server/src/grpc/remote_engine_service/mod.rs
@@ -31,7 +31,10 @@ use common_types::record_batch::RecordBatch;
 use futures::stream::{self, BoxStream, FuturesUnordered, StreamExt};
 use generic_error::BoxError;
 use log::{error, info};
-use proxy::instance::InstanceRef;
+use proxy::{
+    hotspot::{HotspotRecorder, Message},
+    instance::InstanceRef,
+};
 use query_engine::{executor::Executor as QueryExecutor, physical_planner::PhysicalPlanner};
 use snafu::{OptionExt, ResultExt};
 use table_engine::{
@@ -107,6 +110,7 @@ pub struct RemoteEngineServiceImpl<Q: QueryExecutor + 'static, P: PhysicalPlanne
     pub instance: InstanceRef<Q, P>,
     pub runtimes: Arc<EngineRuntimes>,
     pub request_notifiers: Option<Arc<RequestNotifiers<StreamReadReqKey, Result<RecordBatch>>>>,
+    pub hotspot_recorder: Arc<HotspotRecorder>,
 }
 
 impl<Q: QueryExecutor + 'static, P: PhysicalPlanner> RemoteEngineServiceImpl<Q, P> {
@@ -177,7 +181,7 @@ impl<Q: QueryExecutor + 'static, P: PhysicalPlanner> RemoteEngineServiceImpl<Q,
         })?;
 
         let request_key = StreamReadReqKey::new(
-            table.table,
+            table.table.clone(),
             read_request.predicate.clone(),
             read_request.projected_schema.projection(),
         );
@@ -196,6 +200,7 @@ impl<Q: QueryExecutor + 'static, P: PhysicalPlanner> RemoteEngineServiceImpl<Q,
                 REMOTE_ENGINE_GRPC_HANDLER_DURATION_HISTOGRAM_VEC
                     .stream_read
                     .observe(instant.saturating_elapsed().as_secs_f64());
+
                 return Ok(ReceiverStream::new(rx));
             }
         };
@@ -404,6 +409,7 @@ impl<Q: QueryExecutor + 'static, P: PhysicalPlanner> RemoteEngineServiceImpl<Q,
     fn handler_ctx(&self) -> HandlerContext {
         HandlerContext {
             catalog_manager: self.instance.catalog_manager.clone(),
+            hotspot_recorder: self.hotspot_recorder.clone(),
         }
     }
 }
@@ -412,6 +418,7 @@ impl<Q: QueryExecutor + 'static, P: PhysicalPlanner> RemoteEngineServiceImpl<Q,
 #[derive(Clone)]
 struct HandlerContext {
     catalog_manager: ManagerRef,
+    hotspot_recorder: Arc<HotspotRecorder>,
 }
 
 #[async_trait]
@@ -424,6 +431,15 @@ impl<Q: QueryExecutor + 'static, P: PhysicalPlanner> RemoteEngineService
         &self,
         request: Request<ReadRequest>,
     ) -> std::result::Result<Response<Self::ReadStream>, Status> {
+        if let Some(table) = &request.get_ref().table {
+            self.hotspot_recorder
+                .send_msg_or_log(
+                    "inc_query_reqs",
+                    Message::Query(format_hot_key(&table.schema, &table.table)),
+                )
+                .await
+        }
+
         REMOTE_ENGINE_GRPC_HANDLER_COUNTER_VEC.stream_query.inc();
         let result = match self.request_notifiers.clone() {
             Some(request_notifiers) => {
@@ -564,6 +580,29 @@ async fn handle_stream_read(
     }
 }
 
+fn format_hot_key(schema: &str, table: &str) -> String {
+    format!("{schema}/{table}")
+}
+
+async fn record_write(
+    hotspot_recorder: &Arc<HotspotRecorder>,
+    request: &table_engine::remote::model::WriteRequest,
+) {
+    let hot_key = format_hot_key(&request.table.schema, &request.table.table);
+    let row_count = request.write_request.row_group.num_rows();
+    let field_count = row_count * request.write_request.row_group.schema().num_columns();
+    hotspot_recorder
+        .send_msg_or_log(
+            "inc_write_reqs",
+            Message::Write {
+                key: hot_key,
+                row_count,
+                field_count,
+            },
+        )
+        .await;
+}
+
 async fn handle_write(ctx: HandlerContext, request: WriteRequest) -> Result<WriteResponse> {
     let write_request: table_engine::remote::model::WriteRequest =
         request.try_into().box_err().context(ErrWithCause {
@@ -571,6 +610,11 @@ async fn handle_write(ctx: HandlerContext, request: WriteRequest) -> Result<Writ
             msg: "fail to convert write request",
         })?;
 
+    // In theory we should record write request we at the beginning of server's
+    // handle, but the payload is encoded, so we cannot record until decode payload
+    // here.
+    record_write(&ctx.hotspot_recorder, &write_request).await;
+
     let num_rows = write_request.write_request.row_group.num_rows();
     let table = find_table_by_identifier(&ctx, &write_request.table)?;
 
diff --git a/server/src/server.rs b/server/src/server.rs
index df364612e9..f20b96d44c 100644
--- a/server/src/server.rs
+++ b/server/src/server.rs
@@ -369,7 +369,6 @@ impl<Q: QueryExecutor + 'static, P: PhysicalPlanner> Builder<Q, P> {
             self.remote_engine_client_config.clone(),
             router.clone(),
             engine_runtimes.io_runtime.clone(),
-            hotspot_recorder.clone(),
         ));
 
         let partition_table_engine = Arc::new(PartitionTableEngine::new(remote_engine_ref.clone()));
@@ -414,7 +413,7 @@ impl<Q: QueryExecutor + 'static, P: PhysicalPlanner> Builder<Q, P> {
             self.server_config.resp_compress_min_length.as_byte() as usize,
             self.server_config.auto_create_table,
             provider.clone(),
-            hotspot_recorder,
+            hotspot_recorder.clone(),
             engine_runtimes.clone(),
             self.cluster.is_some(),
         ));
@@ -459,6 +458,7 @@ impl<Q: QueryExecutor + 'static, P: PhysicalPlanner> Builder<Q, P> {
             .opened_wals(opened_wals)
             .timeout(self.server_config.timeout.map(|v| v.0))
             .proxy(proxy)
+            .hotspot_recorder(hotspot_recorder)
             .request_notifiers(self.server_config.enable_query_dedup)
             .build()
             .context(BuildGrpcService)?;