diff --git a/backends-velox/src/main/scala/org/apache/gluten/backendsapi/velox/VeloxBackend.scala b/backends-velox/src/main/scala/org/apache/gluten/backendsapi/velox/VeloxBackend.scala
index 0698c7242673..80840be629e0 100644
--- a/backends-velox/src/main/scala/org/apache/gluten/backendsapi/velox/VeloxBackend.scala
+++ b/backends-velox/src/main/scala/org/apache/gluten/backendsapi/velox/VeloxBackend.scala
@@ -91,7 +91,7 @@ object VeloxBackend {
 }
 
 object VeloxBackendSettings extends BackendSettingsApi {
-  val SHUFFLE_SUPPORTED_CODEC = Set("lz4", "zstd")
+  val SHUFFLE_SUPPORTED_CODEC = Set("lz4", "zstd", "snappy")
   val GLUTEN_VELOX_UDF_LIB_PATHS = VeloxBackend.CONF_PREFIX + ".udfLibraryPaths"
   val GLUTEN_VELOX_DRIVER_UDF_LIB_PATHS = VeloxBackend.CONF_PREFIX + ".driver.udfLibraryPaths"
   val GLUTEN_VELOX_INTERNAL_UDF_LIB_PATHS = VeloxBackend.CONF_PREFIX + ".internal.udfLibraryPaths"
diff --git a/cpp/core/utils/Compression.cc b/cpp/core/utils/Compression.cc
index 236990106b6f..832e44214048 100644
--- a/cpp/core/utils/Compression.cc
+++ b/cpp/core/utils/Compression.cc
@@ -29,9 +29,15 @@ std::unique_ptr<arrow::util::Codec>
 createCompressionCodec(arrow::Compression::type compressedType, CodecBackend codecBackend, int32_t compressionLevel) {
   std::unique_ptr<arrow::util::Codec> codec;
   switch (compressedType) {
+    case arrow::Compression::UNCOMPRESSED: {
+      return nullptr;
+    }
     case arrow::Compression::LZ4_FRAME: {
       GLUTEN_ASSIGN_OR_THROW(codec, arrow::util::Codec::Create(compressedType));
     } break;
+    case arrow::Compression::SNAPPY: {
+      GLUTEN_ASSIGN_OR_THROW(codec, arrow::util::Codec::Create(compressedType));
+    } break;
     case arrow::Compression::ZSTD: {
       if (codecBackend == CodecBackend::NONE) {
         GLUTEN_ASSIGN_OR_THROW(codec, arrow::util::Codec::Create(compressedType, compressionLevel));
diff --git a/cpp/velox/tests/VeloxGpuShuffleWriterTest.cc b/cpp/velox/tests/VeloxGpuShuffleWriterTest.cc
index 364d31e180cc..4e2220faaeb3 100644
--- a/cpp/velox/tests/VeloxGpuShuffleWriterTest.cc
+++ b/cpp/velox/tests/VeloxGpuShuffleWriterTest.cc
@@ -137,7 +137,10 @@ std::vector<GpuShuffleTestParams> getTestParams() {
   }
 
   const std::vector<arrow::Compression::type> compressions = {
-      arrow::Compression::UNCOMPRESSED, arrow::Compression::LZ4_FRAME, arrow::Compression::ZSTD};
+      arrow::Compression::UNCOMPRESSED,
+      arrow::Compression::LZ4_FRAME,
+      arrow::Compression::ZSTD,
+      arrow::Compression::SNAPPY};
   const std::vector<int32_t> compressionThresholds = {-1, 0, 3, 4, 10, 4096};
   const std::vector<int32_t> mergeBufferSizes = {0, 3, 4, 10, 4096};
 
diff --git a/cpp/velox/tests/VeloxShuffleWriterTest.cc b/cpp/velox/tests/VeloxShuffleWriterTest.cc
index e79c8de1de1d..e5162dda5d4d 100644
--- a/cpp/velox/tests/VeloxShuffleWriterTest.cc
+++ b/cpp/velox/tests/VeloxShuffleWriterTest.cc
@@ -99,7 +99,10 @@ std::vector<ShuffleTestParams> getTestParams() {
   }
 
   const std::vector<arrow::Compression::type> compressions = {
-      arrow::Compression::UNCOMPRESSED, arrow::Compression::LZ4_FRAME, arrow::Compression::ZSTD};
+      arrow::Compression::UNCOMPRESSED,
+      arrow::Compression::LZ4_FRAME,
+      arrow::Compression::ZSTD,
+      arrow::Compression::SNAPPY};
   const std::vector<int32_t> compressionThresholds = {-1, 0, 3, 4, 10, 4096};
   const std::vector<int32_t> mergeBufferSizes = {0, 3, 4, 10, 4096};
 
diff --git a/gluten-substrait/src/main/scala/org/apache/spark/shuffle/GlutenShuffleUtils.scala b/gluten-substrait/src/main/scala/org/apache/spark/shuffle/GlutenShuffleUtils.scala
index 80b0e94830c9..f48c3be0b473 100644
--- a/gluten-substrait/src/main/scala/org/apache/spark/shuffle/GlutenShuffleUtils.scala
+++ b/gluten-substrait/src/main/scala/org/apache/spark/shuffle/GlutenShuffleUtils.scala
@@ -105,6 +105,8 @@ object GlutenShuffleUtils {
       checkAndGetBufferSize(IO_COMPRESSION_LZ4_BLOCKSIZE)
     } else if ("zstd" == codec) {
       checkAndGetBufferSize(IO_COMPRESSION_ZSTD_BUFFERSIZE)
+    } else if ("snappy" == codec) {
+      checkAndGetBufferSize(IO_COMPRESSION_SNAPPY_BLOCKSIZE)
     } else if ("gzip" == codec) { // QAT supports it only.
       // Temporarily hard-coded to 32k.
       32 * 1024