diff --git a/cpp/CMakeLists.txt b/cpp/CMakeLists.txt
index eb2e7c7a4..3c8ef69fd 100644
--- a/cpp/CMakeLists.txt
+++ b/cpp/CMakeLists.txt
@@ -480,12 +480,13 @@ if(BUILD_SHARED_LIBS)
                       "$<$<COMPILE_LANGUAGE:CUDA>:${CUVS_CUDA_FLAGS}>"
   )
   target_link_libraries(
-    cuvs_objs PUBLIC raft::raft rmm::rmm ${CUVS_CTK_MATH_DEPENDENCIES}
+    cuvs_objs PUBLIC raft::raft rmm::rmm rmm::rmm_logger ${CUVS_CTK_MATH_DEPENDENCIES}
                      $<TARGET_NAME_IF_EXISTS:OpenMP::OpenMP_CXX>
+              PRIVATE rmm::rmm_logger_impl
   )
 
-  add_library(cuvs SHARED $<TARGET_OBJECTS:cuvs_objs>)
-  add_library(cuvs_static STATIC $<TARGET_OBJECTS:cuvs_objs>)
+  add_library(cuvs SHARED $<FILTER:$<TARGET_OBJECTS:cuvs_objs>,EXCLUDE,rmm.*logger>)
+  add_library(cuvs_static STATIC  $<FILTER:$<TARGET_OBJECTS:cuvs_objs>,EXCLUDE,rmm.*logger>)
 
   target_compile_options(
     cuvs INTERFACE $<$<COMPILE_LANG_AND_ID:CUDA,NVIDIA>:--expt-extended-lambda
@@ -696,7 +697,7 @@ target_compile_definitions(cuvs::cuvs INTERFACE $<$<BOOL:${CUVS_NVTX}>:NVTX_ENAB
     target_link_libraries(
       cuvs_c
       PUBLIC cuvs::cuvs ${CUVS_CTK_MATH_DEPENDENCIES}
-      PRIVATE raft::raft
+      PRIVATE raft::raft rmm::rmm_logger_impl
     )
 
     # ensure CUDA symbols aren't relocated to the middle of the debug build binaries
diff --git a/cpp/bench/ann/CMakeLists.txt b/cpp/bench/ann/CMakeLists.txt
index 0f6b42ae9..572b792a7 100644
--- a/cpp/bench/ann/CMakeLists.txt
+++ b/cpp/bench/ann/CMakeLists.txt
@@ -129,6 +129,7 @@ function(ConfigureAnnBench)
             $<$<BOOL:${GPU_BUILD}>:CUDA::cudart_static>
             $<TARGET_NAME_IF_EXISTS:OpenMP::OpenMP_CXX>
             $<TARGET_NAME_IF_EXISTS:conda_env>
+            $<TARGET_NAME_IF_EXISTS:cuvs_bench_rmm_logger>
   )
 
   set_target_properties(
@@ -174,6 +175,11 @@ function(ConfigureAnnBench)
   add_dependencies(CUVS_ANN_BENCH_ALL ${BENCH_NAME})
 endfunction()
 
+if(CUVS_FAISS_ENABLE_GPU)
+  add_library(cuvs_bench_rmm_logger OBJECT)
+  target_link_libraries(cuvs_bench_rmm_logger PRIVATE rmm::rmm_logger_impl)
+endif()
+
 # ##################################################################################################
 # * Configure benchmark targets -------------------------------------------------------------
 
@@ -300,7 +306,7 @@ if(CUVS_ANN_BENCH_SINGLE_EXE)
   target_link_libraries(
     ANN_BENCH
     PRIVATE raft::raft nlohmann_json::nlohmann_json benchmark::benchmark dl fmt::fmt-header-only
-            spdlog::spdlog_header_only $<$<TARGET_EXISTS:CUDA::nvtx3>:CUDA::nvtx3>
+            spdlog::spdlog_header_only $<$<TARGET_EXISTS:CUDA::nvtx3>:CUDA::nvtx3> rmm::rmm_logger_impl
   )
   set_target_properties(
     ANN_BENCH
diff --git a/cpp/test/CMakeLists.txt b/cpp/test/CMakeLists.txt
index 286d721d7..16663ba08 100644
--- a/cpp/test/CMakeLists.txt
+++ b/cpp/test/CMakeLists.txt
@@ -49,6 +49,7 @@ function(ConfigureTest)
     PRIVATE cuvs
             cuvs::cuvs
             raft::raft
+            test_rmm_logger
             GTest::gtest
             GTest::gtest_main
             Threads::Threads
@@ -87,6 +88,9 @@ function(ConfigureTest)
   )
 endfunction()
 
+add_library(test_rmm_logger OBJECT)
+target_link_libraries(test_rmm_logger PRIVATE rmm::rmm_logger_impl)
+
 # ##################################################################################################
 # test sources ##################################################################################
 # ##################################################################################################
diff --git a/examples/cpp/CMakeLists.txt b/examples/cpp/CMakeLists.txt
index 092b65ed9..48815b870 100644
--- a/examples/cpp/CMakeLists.txt
+++ b/examples/cpp/CMakeLists.txt
@@ -44,10 +44,13 @@ add_executable(VAMANA_EXAMPLE src/vamana_example.cu)
 
 # `$<TARGET_NAME_IF_EXISTS:conda_env>` is a generator expression that ensures that targets are
 # installed in a conda environment, if one exists
-target_link_libraries(CAGRA_EXAMPLE PRIVATE cuvs::cuvs $<TARGET_NAME_IF_EXISTS:conda_env>)
+add_library(rmm_logger OBJECT)
+target_link_libraries(rmm_logger PRIVATE rmm::rmm_logger_impl)
+
+target_link_libraries(CAGRA_EXAMPLE PRIVATE cuvs::cuvs $<TARGET_NAME_IF_EXISTS:conda_env> rmm_logger)
 target_link_libraries(
-  CAGRA_PERSISTENT_EXAMPLE PRIVATE cuvs::cuvs $<TARGET_NAME_IF_EXISTS:conda_env> Threads::Threads
+  CAGRA_PERSISTENT_EXAMPLE PRIVATE cuvs::cuvs $<TARGET_NAME_IF_EXISTS:conda_env> Threads::Threads rmm_logger
 )
-target_link_libraries(IVF_PQ_EXAMPLE PRIVATE cuvs::cuvs $<TARGET_NAME_IF_EXISTS:conda_env>)
-target_link_libraries(IVF_FLAT_EXAMPLE PRIVATE cuvs::cuvs $<TARGET_NAME_IF_EXISTS:conda_env>)
-target_link_libraries(VAMANA_EXAMPLE PRIVATE cuvs::cuvs $<TARGET_NAME_IF_EXISTS:conda_env>)
+target_link_libraries(IVF_PQ_EXAMPLE PRIVATE cuvs::cuvs $<TARGET_NAME_IF_EXISTS:conda_env> rmm_logger)
+target_link_libraries(IVF_FLAT_EXAMPLE PRIVATE cuvs::cuvs $<TARGET_NAME_IF_EXISTS:conda_env> rmm_logger)
+target_link_libraries(VAMANA_EXAMPLE PRIVATE cuvs::cuvs $<TARGET_NAME_IF_EXISTS:conda_env> rmm_logger)
diff --git a/python/cuvs/CMakeLists.txt b/python/cuvs/CMakeLists.txt
index feb3bd58c..c0990995f 100644
--- a/python/cuvs/CMakeLists.txt
+++ b/python/cuvs/CMakeLists.txt
@@ -110,6 +110,9 @@ endif()
 
 rapids_cython_init()
 
+add_library(cuvs_rmm_logger OBJECT)
+target_link_libraries(cuvs_rmm_logger PRIVATE rmm::rmm_logger_impl)
+
 add_subdirectory(cuvs/common)
 add_subdirectory(cuvs/distance)
 add_subdirectory(cuvs/neighbors)
diff --git a/python/cuvs/cuvs/common/CMakeLists.txt b/python/cuvs/cuvs/common/CMakeLists.txt
index 202919e01..361f2fafc 100644
--- a/python/cuvs/cuvs/common/CMakeLists.txt
+++ b/python/cuvs/cuvs/common/CMakeLists.txt
@@ -22,3 +22,7 @@ rapids_cython_create_modules(
   SOURCE_FILES "${cython_sources}"
   LINKED_LIBRARIES "${linked_libraries}" ASSOCIATED_TARGETS cuvs MODULE_PREFIX common_
 )
+
+foreach(tgt IN LISTS RAPIDS_CYTHON_CREATED_TARGETS)
+  target_link_libraries(${tgt} PRIVATE cuvs_rmm_logger)
+endforeach()
diff --git a/python/cuvs/cuvs/distance/CMakeLists.txt b/python/cuvs/cuvs/distance/CMakeLists.txt
index 363778a9c..514b08c43 100644
--- a/python/cuvs/cuvs/distance/CMakeLists.txt
+++ b/python/cuvs/cuvs/distance/CMakeLists.txt
@@ -22,3 +22,7 @@ rapids_cython_create_modules(
   SOURCE_FILES "${cython_sources}"
   LINKED_LIBRARIES "${linked_libraries}" ASSOCIATED_TARGETS cuvs MODULE_PREFIX distance_
 )
+
+foreach(tgt IN LISTS RAPIDS_CYTHON_CREATED_TARGETS)
+  target_link_libraries(${tgt} PRIVATE cuvs_rmm_logger)
+endforeach()
diff --git a/python/cuvs/cuvs/neighbors/CMakeLists.txt b/python/cuvs/cuvs/neighbors/CMakeLists.txt
index f68bbea53..031fd485e 100644
--- a/python/cuvs/cuvs/neighbors/CMakeLists.txt
+++ b/python/cuvs/cuvs/neighbors/CMakeLists.txt
@@ -29,3 +29,7 @@ rapids_cython_create_modules(
   SOURCE_FILES "${cython_sources}"
   LINKED_LIBRARIES "${linked_libraries}" ASSOCIATED_TARGETS cuvs MODULE_PREFIX neighbors_refine_
 )
+
+foreach(tgt IN LISTS RAPIDS_CYTHON_CREATED_TARGETS)
+  target_link_libraries(${tgt} PRIVATE cuvs_rmm_logger)
+endforeach()
diff --git a/python/cuvs/cuvs/neighbors/brute_force/CMakeLists.txt b/python/cuvs/cuvs/neighbors/brute_force/CMakeLists.txt
index 4806fb9fc..61eda649c 100644
--- a/python/cuvs/cuvs/neighbors/brute_force/CMakeLists.txt
+++ b/python/cuvs/cuvs/neighbors/brute_force/CMakeLists.txt
@@ -23,3 +23,7 @@ rapids_cython_create_modules(
   LINKED_LIBRARIES "${linked_libraries}" ASSOCIATED_TARGETS cuvs MODULE_PREFIX
                    neighbors_brute_force_
 )
+
+foreach(tgt IN LISTS RAPIDS_CYTHON_CREATED_TARGETS)
+  target_link_libraries(${tgt} PRIVATE cuvs_rmm_logger)
+endforeach()
diff --git a/python/cuvs/cuvs/neighbors/cagra/CMakeLists.txt b/python/cuvs/cuvs/neighbors/cagra/CMakeLists.txt
index 87e6597fe..1f40daab2 100644
--- a/python/cuvs/cuvs/neighbors/cagra/CMakeLists.txt
+++ b/python/cuvs/cuvs/neighbors/cagra/CMakeLists.txt
@@ -22,3 +22,7 @@ rapids_cython_create_modules(
   SOURCE_FILES "${cython_sources}"
   LINKED_LIBRARIES "${linked_libraries}" ASSOCIATED_TARGETS cuvs MODULE_PREFIX neighbors_cagra_
 )
+
+foreach(tgt IN LISTS RAPIDS_CYTHON_CREATED_TARGETS)
+  target_link_libraries(${tgt} PRIVATE cuvs_rmm_logger)
+endforeach()
diff --git a/python/cuvs/cuvs/neighbors/filters/CMakeLists.txt b/python/cuvs/cuvs/neighbors/filters/CMakeLists.txt
index c90615feb..a678852d9 100644
--- a/python/cuvs/cuvs/neighbors/filters/CMakeLists.txt
+++ b/python/cuvs/cuvs/neighbors/filters/CMakeLists.txt
@@ -22,3 +22,7 @@ rapids_cython_create_modules(
   SOURCE_FILES "${cython_sources}"
   LINKED_LIBRARIES "${linked_libraries}" ASSOCIATED_TARGETS cuvs MODULE_PREFIX neighbors_prefilter_
 )
+
+foreach(tgt IN LISTS RAPIDS_CYTHON_CREATED_TARGETS)
+  target_link_libraries(${tgt} PRIVATE cuvs_rmm_logger)
+endforeach()
diff --git a/python/cuvs/cuvs/neighbors/hnsw/CMakeLists.txt b/python/cuvs/cuvs/neighbors/hnsw/CMakeLists.txt
index 1f9c422ca..8351916e6 100644
--- a/python/cuvs/cuvs/neighbors/hnsw/CMakeLists.txt
+++ b/python/cuvs/cuvs/neighbors/hnsw/CMakeLists.txt
@@ -22,3 +22,7 @@ rapids_cython_create_modules(
   SOURCE_FILES "${cython_sources}"
   LINKED_LIBRARIES "${linked_libraries}" ASSOCIATED_TARGETS cuvs MODULE_PREFIX neighbors_hnsw_
 )
+
+foreach(tgt IN LISTS RAPIDS_CYTHON_CREATED_TARGETS)
+  target_link_libraries(${tgt} PRIVATE cuvs_rmm_logger)
+endforeach()
diff --git a/python/cuvs/cuvs/neighbors/ivf_flat/CMakeLists.txt b/python/cuvs/cuvs/neighbors/ivf_flat/CMakeLists.txt
index 09bd8f422..f5663cdaa 100644
--- a/python/cuvs/cuvs/neighbors/ivf_flat/CMakeLists.txt
+++ b/python/cuvs/cuvs/neighbors/ivf_flat/CMakeLists.txt
@@ -22,3 +22,7 @@ rapids_cython_create_modules(
   SOURCE_FILES "${cython_sources}"
   LINKED_LIBRARIES "${linked_libraries}" ASSOCIATED_TARGETS cuvs MODULE_PREFIX neighbors_ivf_flat_
 )
+
+foreach(tgt IN LISTS RAPIDS_CYTHON_CREATED_TARGETS)
+  target_link_libraries(${tgt} PRIVATE cuvs_rmm_logger)
+endforeach()
diff --git a/python/cuvs/cuvs/neighbors/ivf_pq/CMakeLists.txt b/python/cuvs/cuvs/neighbors/ivf_pq/CMakeLists.txt
index 97c3a1824..a24320ded 100644
--- a/python/cuvs/cuvs/neighbors/ivf_pq/CMakeLists.txt
+++ b/python/cuvs/cuvs/neighbors/ivf_pq/CMakeLists.txt
@@ -22,3 +22,7 @@ rapids_cython_create_modules(
   SOURCE_FILES "${cython_sources}"
   LINKED_LIBRARIES "${linked_libraries}" ASSOCIATED_TARGETS cuvs MODULE_PREFIX neighbors_pq_
 )
+
+foreach(tgt IN LISTS RAPIDS_CYTHON_CREATED_TARGETS)
+  target_link_libraries(${tgt} PRIVATE cuvs_rmm_logger)
+endforeach()
diff --git a/python/cuvs/cuvs/test/conftest.py b/python/cuvs/cuvs/test/conftest.py
new file mode 100644
index 000000000..d84de5d21
--- /dev/null
+++ b/python/cuvs/cuvs/test/conftest.py
@@ -0,0 +1,5 @@
+# arm tests sporadically run into
+# https://bugzilla.redhat.com/show_bug.cgi?id=1722181.
+# This is a workaround to ensure that OpenMP gets the TLS that it needs.
+
+import sklearn  # noqa: F401