diff --git a/cpp/velox/compute/WholeStageResultIterator.cc b/cpp/velox/compute/WholeStageResultIterator.cc
index f645661b7fbb..9c4367b721e0 100644
--- a/cpp/velox/compute/WholeStageResultIterator.cc
+++ b/cpp/velox/compute/WholeStageResultIterator.cc
@@ -555,7 +555,7 @@ std::shared_ptr<velox::Config> WholeStageResultIterator::createConnectorConfig()
   configs[velox::connector::hive::HiveConfig::kFileColumnNamesReadAsLowerCaseSession] =
       !veloxCfg_->get<bool>(kCaseSensitive, false) ? "true" : "false";
   configs[velox::connector::hive::HiveConfig::kPartitionPathAsLowerCaseSession] = "false";
-  configs[velox::connector::hive::HiveConfig::kArrowBridgeTimestampUnit] = "6";
+  configs[velox::connector::hive::HiveConfig::kParquetWriteTimestampUnit] = "6";
   configs[velox::connector::hive::HiveConfig::kMaxPartitionsPerWritersSession] =
       std::to_string(veloxCfg_->get<int32_t>(kMaxPartitions, 10000));
   configs[velox::connector::hive::HiveConfig::kIgnoreMissingFilesSession] =
diff --git a/cpp/velox/operators/writer/VeloxParquetDatasource.cc b/cpp/velox/operators/writer/VeloxParquetDatasource.cc
index 26c420316fd6..c45b9cb145d0 100644
--- a/cpp/velox/operators/writer/VeloxParquetDatasource.cc
+++ b/cpp/velox/operators/writer/VeloxParquetDatasource.cc
@@ -96,6 +96,7 @@ void VeloxParquetDatasource::init(const std::unordered_map<std::string, std::str
     maxRowGroupRows_ = static_cast<int64_t>(stoi(sparkConfs.find(kParquetBlockRows)->second));
   }
   velox::parquet::WriterOptions writeOption;
+  writeOption.parquetWriteTimestampUnit = 6 /*micro*/;
   auto compressionCodec = CompressionKind::CompressionKind_SNAPPY;
   if (sparkConfs.find(kParquetCompressionCodec) != sparkConfs.end()) {
     auto compressionCodecStr = sparkConfs.find(kParquetCompressionCodec)->second;
diff --git a/ep/build-velox/src/get_velox.sh b/ep/build-velox/src/get_velox.sh
index 588acfa21620..f9f6385743fd 100755
--- a/ep/build-velox/src/get_velox.sh
+++ b/ep/build-velox/src/get_velox.sh
@@ -17,7 +17,7 @@
 set -exu
 
 VELOX_REPO=https://github.com/oap-project/velox.git
-VELOX_BRANCH=2024_03_19
+VELOX_BRANCH=2024_03_20
 VELOX_HOME=""
 
 #Set on run gluten on HDFS