diff --git a/cpp/velox/compute/WholeStageResultIterator.cc b/cpp/velox/compute/WholeStageResultIterator.cc
index 98ef72f1bc63..14044782bc2f 100644
--- a/cpp/velox/compute/WholeStageResultIterator.cc
+++ b/cpp/velox/compute/WholeStageResultIterator.cc
@@ -46,7 +46,6 @@ const std::string kJoinSpillEnabled = "spark.gluten.sql.columnar.backend.velox.j
 const std::string kOrderBySpillEnabled = "spark.gluten.sql.columnar.backend.velox.orderBySpillEnabled";
 const std::string kMaxSpillLevel = "spark.gluten.sql.columnar.backend.velox.maxSpillLevel";
 const std::string kMaxSpillFileSize = "spark.gluten.sql.columnar.backend.velox.maxSpillFileSize";
-const std::string kMinSpillRunSize = "spark.gluten.sql.columnar.backend.velox.minSpillRunSize";
 const std::string kSpillStartPartitionBit = "spark.gluten.sql.columnar.backend.velox.spillStartPartitionBit";
 const std::string kSpillPartitionBits = "spark.gluten.sql.columnar.backend.velox.spillPartitionBits";
 const std::string kSpillableReservationGrowthPct =
@@ -514,8 +513,6 @@ std::unordered_map<std::string, std::string> WholeStageResultIterator::getQueryC
     configs[velox::core::QueryConfig::kMaxSpillLevel] = std::to_string(veloxCfg_->get<int32_t>(kMaxSpillLevel, 4));
     configs[velox::core::QueryConfig::kMaxSpillFileSize] =
         std::to_string(veloxCfg_->get<uint64_t>(kMaxSpillFileSize, 20L * 1024 * 1024));
-    configs[velox::core::QueryConfig::kMinSpillRunSize] =
-        std::to_string(veloxCfg_->get<uint64_t>(kMinSpillRunSize, 256 << 20));
     configs[velox::core::QueryConfig::kSpillStartPartitionBit] =
         std::to_string(veloxCfg_->get<uint8_t>(kSpillStartPartitionBit, 29));
     configs[velox::core::QueryConfig::kJoinSpillPartitionBits] =
diff --git a/docs/get-started/Velox.md b/docs/get-started/Velox.md
index 92381a74cde7..df0c6ec051d8 100644
--- a/docs/get-started/Velox.md
+++ b/docs/get-started/Velox.md
@@ -343,7 +343,6 @@ Using the following configuration options to customize spilling:
 | spark.gluten.sql.columnar.backend.velox.orderBySpillEnabled              | true          | Whether spill is enabled on sorts                                                                                                                                                 |
 | spark.gluten.sql.columnar.backend.velox.maxSpillLevel                    | 4             | The max allowed spilling level with zero being the initial spilling level                                                                                                         |
 | spark.gluten.sql.columnar.backend.velox.maxSpillFileSize                 | 20MB          | The max allowed spill file size. If it is zero, then there is no limit                                                                                                            |
-| spark.gluten.sql.columnar.backend.velox.minSpillRunSize                  | 268435456     | The min spill run size limit used to select partitions for spilling                                                                                                               |
 | spark.gluten.sql.columnar.backend.velox.spillStartPartitionBit           | 29            | The start partition bit which is used with 'spillPartitionBits' together to calculate the spilling partition number                                                               |
 | spark.gluten.sql.columnar.backend.velox.spillPartitionBits               | 2             | The number of bits used to calculate the spilling partition number. The number of spilling partitions will be power of two                                                        |
 | spark.gluten.sql.columnar.backend.velox.spillableReservationGrowthPct    | 25            | The spillable memory reservation growth percentage of the previous memory reservation size                                                                                        |
diff --git a/ep/build-velox/src/get_velox.sh b/ep/build-velox/src/get_velox.sh
index 70a1e5839e61..20ae27440f35 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_30
+VELOX_BRANCH=2024_04_01
 VELOX_HOME=""
 
 #Set on run gluten on HDFS