diff --git a/backends-clickhouse/src/main/java/io/glutenproject/vectorized/CHStreamReader.java b/backends-clickhouse/src/main/java/io/glutenproject/vectorized/CHStreamReader.java
index e5415924db3e..e7497c9de7e7 100644
--- a/backends-clickhouse/src/main/java/io/glutenproject/vectorized/CHStreamReader.java
+++ b/backends-clickhouse/src/main/java/io/glutenproject/vectorized/CHStreamReader.java
@@ -38,16 +38,14 @@ public CHStreamReader(ShuffleInputStream shuffleInputStream) {
             this.inputStream,
             inputStream.isCompressed(),
             CHBackendSettings.maxShuffleReadRows(),
-            CHBackendSettings.maxShuffleReadBytes(),
-            CHBackendSettings.enableShufflePrefetch());
+            CHBackendSettings.maxShuffleReadBytes());
   }
 
   private static native long createNativeShuffleReader(
       ShuffleInputStream inputStream,
       boolean compressed,
       long maxShuffleReadRows,
-      long maxShuffleReadBytes,
-      boolean enable_prefetch);
+      long maxShuffleReadBytes);
 
   private native long nativeNext(long nativeShuffleReader);
 
diff --git a/backends-clickhouse/src/main/scala/io/glutenproject/backendsapi/clickhouse/CHBackend.scala b/backends-clickhouse/src/main/scala/io/glutenproject/backendsapi/clickhouse/CHBackend.scala
index 96ef784a2f76..fbcb804a3e59 100644
--- a/backends-clickhouse/src/main/scala/io/glutenproject/backendsapi/clickhouse/CHBackend.scala
+++ b/backends-clickhouse/src/main/scala/io/glutenproject/backendsapi/clickhouse/CHBackend.scala
@@ -129,11 +129,6 @@ object CHBackendSettings extends BackendSettingsApi with Logging {
       ".runtime_config.max_source_concatenate_bytes"
   val GLUTEN_MAX_SHUFFLE_READ_BYTES_DEFAULT = -1
 
-  val GLUTEN_SHUFFLE_EBABLE_PREFETCH: String =
-    GlutenConfig.GLUTEN_CONFIG_PREFIX + CHBackend.BACKEND_NAME +
-      ".runtime_config.shuffle_enable_prefetch"
-  val GLUTEN_SHUFFLE_EBABLE_PREFETCH_DEFAULT = true
-
   def affinityMode: String = {
     SparkEnv.get.conf
       .get(
@@ -277,11 +272,6 @@ object CHBackendSettings extends BackendSettingsApi with Logging {
       .getLong(GLUTEN_MAX_SHUFFLE_READ_BYTES, GLUTEN_MAX_SHUFFLE_READ_BYTES_DEFAULT)
   }
 
-  def enableShufflePrefetch(): Boolean = {
-    SparkEnv.get.conf
-      .getBoolean(GLUTEN_SHUFFLE_EBABLE_PREFETCH, GLUTEN_SHUFFLE_EBABLE_PREFETCH_DEFAULT)
-  }
-
   override def supportWriteFilesExec(
       format: FileFormat,
       fields: Array[StructField],
diff --git a/cpp-ch/local-engine/Shuffle/ShuffleReader.cpp b/cpp-ch/local-engine/Shuffle/ShuffleReader.cpp
index 9ed56336a39d..6af003fad112 100644
--- a/cpp-ch/local-engine/Shuffle/ShuffleReader.cpp
+++ b/cpp-ch/local-engine/Shuffle/ShuffleReader.cpp
@@ -32,18 +32,18 @@ void configureCompressedReadBuffer(DB::CompressedReadBuffer & compressedReadBuff
 {
     compressedReadBuffer.disableChecksumming();
 }
-ShuffleReader::ShuffleReader(std::unique_ptr<ReadBuffer> in_, bool compressed, Int64 max_shuffle_read_rows_, Int64 max_shuffle_read_bytes_, bool enable_prefetch)
+ShuffleReader::ShuffleReader(std::unique_ptr<ReadBuffer> in_, bool compressed, Int64 max_shuffle_read_rows_, Int64 max_shuffle_read_bytes_)
     : in(std::move(in_)), max_shuffle_read_rows(max_shuffle_read_rows_), max_shuffle_read_bytes(max_shuffle_read_bytes_)
 {
     if (compressed)
     {
         compressed_in = std::make_unique<CompressedReadBuffer>(*in);
         configureCompressedReadBuffer(static_cast<DB::CompressedReadBuffer &>(*compressed_in));
-        input_stream = std::make_unique<NativeReader>(*compressed_in, max_shuffle_read_rows_, max_shuffle_read_bytes_, enable_prefetch);
+        input_stream = std::make_unique<NativeReader>(*compressed_in, max_shuffle_read_rows_, max_shuffle_read_bytes_);
     }
     else
     {
-        input_stream = std::make_unique<NativeReader>(*in, max_shuffle_read_rows_, max_shuffle_read_bytes_, enable_prefetch);
+        input_stream = std::make_unique<NativeReader>(*in);
     }
 }
 Block * ShuffleReader::read()
diff --git a/cpp-ch/local-engine/Shuffle/ShuffleReader.h b/cpp-ch/local-engine/Shuffle/ShuffleReader.h
index ee2a65119951..0a7650420400 100644
--- a/cpp-ch/local-engine/Shuffle/ShuffleReader.h
+++ b/cpp-ch/local-engine/Shuffle/ShuffleReader.h
@@ -35,7 +35,7 @@ class ShuffleReader : BlockIterator
 {
 public:
     explicit ShuffleReader(
-        std::unique_ptr<DB::ReadBuffer> in_, bool compressed, Int64 max_shuffle_read_rows_, Int64 max_shuffle_read_bytes_, bool enable_prefetch);
+        std::unique_ptr<DB::ReadBuffer> in_, bool compressed, Int64 max_shuffle_read_rows_, Int64 max_shuffle_read_bytes_);
     DB::Block * read();
     ~ShuffleReader();
     static jclass input_stream_class;
diff --git a/cpp-ch/local-engine/Storages/IO/NativeReader.cpp b/cpp-ch/local-engine/Storages/IO/NativeReader.cpp
index 8f12a89c9277..6584ef580b9e 100644
--- a/cpp-ch/local-engine/Storages/IO/NativeReader.cpp
+++ b/cpp-ch/local-engine/Storages/IO/NativeReader.cpp
@@ -24,21 +24,6 @@
 #include <Common/Arena.h>
 #include <Storages/IO/NativeWriter.h>
 #include <Storages/IO/AggregateSerializationUtils.h>
-#include <Poco/Logger.h>
-#include <Common/logger_useful.h>
-
-#include <Interpreters/threadPoolCallbackRunner.h>
-#include <Common/CurrentMetrics.h>
-#include <Interpreters/Context.h>
-
-namespace CurrentMetrics
-{
-    extern const Metric Read;
-    extern const Metric ThreadPoolFSReaderThreads;
-    extern const Metric ThreadPoolFSReaderThreadsActive;
-    extern const Metric ThreadPoolFSReaderThreadsScheduled;
-}
-
 
 namespace DB
 {
@@ -62,33 +47,7 @@ Block NativeReader::getHeader() const
     return header;
 }
 
-std::atomic<size_t> nn = 0;
-
-void NativeReader::prefetch()
-{
-    if (!enable_prefetch)
-        return;
-    auto & tpool = DB::Context::getGlobalContextInstance()->getPrefetchThreadpool();
-    prefetch_future = DB::scheduleFromThreadPool<DB::Block>(
-        [this]() { return this->readImpl(); }, tpool, "NativeReader", DB::DEFAULT_PREFETCH_PRIORITY);
-}
-
 DB::Block NativeReader::read()
-{
-    DB::Block res;
-    if (prefetch_future.valid())
-    {
-        res = prefetch_future.get();
-        prefetch_future = {};
-    }
-    else
-        res = readImpl();
-    if (res)
-        prefetch();
-    return res;
-}
-
-DB::Block NativeReader::readImpl()
 {
     DB::Block result_block;
     if (istr.eof())
diff --git a/cpp-ch/local-engine/Storages/IO/NativeReader.h b/cpp-ch/local-engine/Storages/IO/NativeReader.h
index 5e9fb220e64b..4e85526e7d64 100644
--- a/cpp-ch/local-engine/Storages/IO/NativeReader.h
+++ b/cpp-ch/local-engine/Storages/IO/NativeReader.h
@@ -20,9 +20,6 @@
 #include <Core/Block.h>
 #include <Core/Defines.h>
 #include <DataTypes/DataTypeAggregateFunction.h>
-#include <future>
-#include <memory>
-#include <Common/ThreadPool.h>
 
 namespace local_engine
 {
@@ -48,22 +45,16 @@ class NativeReader
     };
 
     NativeReader(
-        DB::ReadBuffer & istr_,
-        Int64 max_block_size_ = DB::DEFAULT_BLOCK_SIZE,
-        Int64 max_block_bytes_ = DB::DEFAULT_BLOCK_SIZE * 256,
-        bool enable_prefetch_ = false)
+        DB::ReadBuffer & istr_, Int64 max_block_size_ = DB::DEFAULT_BLOCK_SIZE, Int64 max_block_bytes_ = DB::DEFAULT_BLOCK_SIZE * 256)
         : istr(istr_)
         , max_block_size(max_block_size_ != 0 ? static_cast<size_t>(max_block_size_) : DB::DEFAULT_BLOCK_SIZE)
         , max_block_bytes(max_block_bytes_ != 0 ? static_cast<size_t>(max_block_bytes_) : DB::DEFAULT_BLOCK_SIZE * 256)
-        , enable_prefetch(enable_prefetch_)
     {
     }
 
     DB::Block getHeader() const;
 
     DB::Block read();
-    DB::Block readImpl();
-    void prefetch();
 
 private:
     DB::ReadBuffer & istr;
@@ -75,9 +66,6 @@ class NativeReader
 
     std::vector<ColumnParseUtil> columns_parse_util;
 
-    bool enable_prefetch = false;
-    std::future<DB::Block> prefetch_future;
-
     void updateAvgValueSizeHints(const DB::Block & block);
 
     DB::Block prepareByFirstBlock();
diff --git a/cpp-ch/local-engine/Storages/SourceFromJavaIter.cpp b/cpp-ch/local-engine/Storages/SourceFromJavaIter.cpp
index ae3e59d98c1b..d67161623af2 100644
--- a/cpp-ch/local-engine/Storages/SourceFromJavaIter.cpp
+++ b/cpp-ch/local-engine/Storages/SourceFromJavaIter.cpp
@@ -16,25 +16,24 @@
  */
 #include "SourceFromJavaIter.h"
 #include <Columns/ColumnConst.h>
-#include <Columns/ColumnMap.h>
 #include <Columns/ColumnNullable.h>
+#include <Columns/ColumnMap.h>
 #include <Columns/ColumnTuple.h>
 #include <Columns/IColumn.h>
 #include <Core/ColumnsWithTypeAndName.h>
-#include <DataTypes/DataTypeArray.h>
-#include <DataTypes/DataTypeMap.h>
-#include <DataTypes/DataTypeNullable.h>
-#include <DataTypes/DataTypeTuple.h>
 #include <DataTypes/DataTypesNumber.h>
-#include <DataTypes/IDataType.h>
 #include <Processors/Transforms/AggregatingTransform.h>
 #include <jni/jni_common.h>
+#include <Common/assert_cast.h>
 #include <Common/CHUtil.h>
 #include <Common/DebugUtils.h>
 #include <Common/Exception.h>
 #include <Common/JNIUtils.h>
-#include <Common/assert_cast.h>
-
+#include <DataTypes/DataTypeArray.h>
+#include <DataTypes/DataTypeTuple.h>
+#include <DataTypes/DataTypeMap.h>
+#include <DataTypes/DataTypeNullable.h>
+#include <DataTypes/IDataType.h>
 
 namespace local_engine
 {
@@ -92,7 +91,6 @@ DB::Chunk SourceFromJavaIter::generate()
     }
     CLEAN_JNIENV
     return result;
-
 }
 
 SourceFromJavaIter::~SourceFromJavaIter()
diff --git a/cpp-ch/local-engine/Storages/SubstraitSource/ReadBufferBuilder.cpp b/cpp-ch/local-engine/Storages/SubstraitSource/ReadBufferBuilder.cpp
index b2c70e9a40af..bf4071734326 100644
--- a/cpp-ch/local-engine/Storages/SubstraitSource/ReadBufferBuilder.cpp
+++ b/cpp-ch/local-engine/Storages/SubstraitSource/ReadBufferBuilder.cpp
@@ -208,7 +208,7 @@ class HDFSFileReadBufferBuilder : public ReadBufferBuilder
     std::unique_ptr<DB::ReadBuffer>
     build(const substrait::ReadRel::LocalFiles::FileOrFiles & file_info, bool set_read_util_position) override
     {
-        bool enable_async_io = context->getSettingsRef().remote_filesystem_read_prefetch;
+        bool enable_async_io = context->getConfigRef().getBool("hdfs.enable_async_io", true);
         Poco::URI file_uri(file_info.uri_file());
         std::string uri_path = "hdfs://" + file_uri.getHost();
         if (file_uri.getPort())
diff --git a/cpp-ch/local-engine/local_engine_jni.cpp b/cpp-ch/local-engine/local_engine_jni.cpp
index f63bd8e8f070..d1a675f4916e 100644
--- a/cpp-ch/local-engine/local_engine_jni.cpp
+++ b/cpp-ch/local-engine/local_engine_jni.cpp
@@ -566,19 +566,13 @@ JNIEXPORT jlong Java_io_glutenproject_vectorized_CHNativeBlock_nativeTotalBytes(
 }
 
 JNIEXPORT jlong Java_io_glutenproject_vectorized_CHStreamReader_createNativeShuffleReader(
-    JNIEnv * env,
-    jclass /*clazz*/,
-    jobject input_stream,
-    jboolean compressed,
-    jlong max_shuffle_read_rows,
-    jlong max_shuffle_read_bytes,
-    jboolean enable_prefetch)
+    JNIEnv * env, jclass /*clazz*/, jobject input_stream, jboolean compressed, jlong max_shuffle_read_rows, jlong max_shuffle_read_bytes)
 {
     LOCAL_ENGINE_JNI_METHOD_START
     auto * input = env->NewGlobalRef(input_stream);
     auto read_buffer = std::make_unique<local_engine::ReadBufferFromJavaInputStream>(input);
     auto * shuffle_reader
-        = new local_engine::ShuffleReader(std::move(read_buffer), compressed, max_shuffle_read_rows, max_shuffle_read_bytes, enable_prefetch);
+        = new local_engine::ShuffleReader(std::move(read_buffer), compressed, max_shuffle_read_rows, max_shuffle_read_bytes);
     return reinterpret_cast<jlong>(shuffle_reader);
     LOCAL_ENGINE_JNI_METHOD_END(env, -1)
 }