diff --git a/third_party/CMakeLists.txt b/third_party/CMakeLists.txt
index c1947ae9aa9a5..5b218c019f543 100644
--- a/third_party/CMakeLists.txt
+++ b/third_party/CMakeLists.txt
@@ -71,7 +71,7 @@ if(VELOX_ENABLE_ARROW)
   ExternalProject_Add(
     arrow_ep
     PREFIX ${ARROW_PREFIX}
-    URL "https://dlcdn.apache.org/arrow/arrow-11.0.0/apache-arrow-11.0.0.tar.gz"
+    URL "https://github.com/oap-project/arrow/archive/refs/tags/v11.0.0-gluten-1.0.0.tar.gz"
     SOURCE_SUBDIR cpp
     CMAKE_ARGS ${ARROW_CMAKE_ARGS}
     BUILD_BYPRODUCTS ${ARROW_LIBDIR}/libarrow.a ${ARROW_LIBDIR}/libparquet.a