diff --git a/cpp/velox/tests/CMakeLists.txt b/cpp/velox/tests/CMakeLists.txt
index f3d65f127f67..dac83cd87781 100644
--- a/cpp/velox/tests/CMakeLists.txt
+++ b/cpp/velox/tests/CMakeLists.txt
@@ -29,8 +29,8 @@ function(add_velox_test TEST_EXEC)
   target_include_directories(
     ${TEST_EXEC} PRIVATE ${CMAKE_SOURCE_DIR}/velox ${CMAKE_SOURCE_DIR}/src
                          ${VELOX_BUILD_PATH}/_deps/duckdb-src/src/include)
-  target_link_libraries(${TEST_EXEC} velox_benchmark_common GTest::gtest
-                        GTest::gtest_main)
+  target_link_libraries(${TEST_EXEC} velox GTest::gtest GTest::gtest_main
+                        google::glog)
   gtest_discover_tests(${TEST_EXEC} DISCOVERY_MODE PRE_TEST)
 endfunction()
 
diff --git a/cpp/velox/tests/MemoryManagerTest.cc b/cpp/velox/tests/MemoryManagerTest.cc
index 52f2fa8b661c..d86bd46e230d 100644
--- a/cpp/velox/tests/MemoryManagerTest.cc
+++ b/cpp/velox/tests/MemoryManagerTest.cc
@@ -15,7 +15,6 @@
  * limitations under the License.
  */
 
-#include "benchmarks/common/BenchmarkUtils.h"
 #include "compute/VeloxBackend.h"
 #include "config/VeloxConfig.h"
 #include "memory/VeloxMemoryManager.h"
@@ -50,7 +49,7 @@ class MemoryManagerTest : public ::testing::Test {
     std::unordered_map<std::string, std::string> conf = {
         {kMemoryReservationBlockSize, std::to_string(kMemoryReservationBlockSizeDefault)},
         {kVeloxMemInitCapacity, std::to_string(kVeloxMemInitCapacityDefault)}};
-    initVeloxBackend(conf);
+    gluten::VeloxBackend::create(conf);
   }
 
   void SetUp() override {