diff --git a/be/src/pipeline/local_exchange/local_exchange_sink_operator.cpp b/be/src/pipeline/local_exchange/local_exchange_sink_operator.cpp
index 55d81f449e7927..d87113ca80a959 100644
--- a/be/src/pipeline/local_exchange/local_exchange_sink_operator.cpp
+++ b/be/src/pipeline/local_exchange/local_exchange_sink_operator.cpp
@@ -41,6 +41,7 @@ Status LocalExchangeSinkOperatorX::init(ExchangeType type, const int num_buckets
     _name = "LOCAL_EXCHANGE_SINK_OPERATOR (" + get_exchange_type_name(type) + ")";
     _type = type;
     if (_type == ExchangeType::HASH_SHUFFLE) {
+        _use_global_shuffle = should_disable_bucket_shuffle;
         // For shuffle join, if data distribution has been broken by previous operator, we
         // should use a HASH_SHUFFLE local exchanger to shuffle data again. To be mentioned,
         // we should use map shuffle idx to instance idx because all instances will be
@@ -84,6 +85,11 @@ Status LocalExchangeSinkLocalState::init(RuntimeState* state, LocalSinkStateInfo
     SCOPED_TIMER(_init_timer);
     _compute_hash_value_timer = ADD_TIMER(profile(), "ComputeHashValueTime");
     _distribute_timer = ADD_TIMER(profile(), "DistributeDataTime");
+    if (_parent->cast<LocalExchangeSinkOperatorX>()._type == ExchangeType::HASH_SHUFFLE) {
+        _profile->add_info_string(
+                "UseGlobalShuffle",
+                std::to_string(_parent->cast<LocalExchangeSinkOperatorX>()._use_global_shuffle));
+    }
     _channel_id = info.task_idx;
     return Status::OK();
 }
@@ -107,10 +113,12 @@ Status LocalExchangeSinkLocalState::open(RuntimeState* state) {
 std::string LocalExchangeSinkLocalState::debug_string(int indentation_level) const {
     fmt::memory_buffer debug_string_buffer;
     fmt::format_to(debug_string_buffer,
-                   "{}, _channel_id: {}, _num_partitions: {}, _num_senders: {}, _num_sources: {}, "
+                   "{}, _use_global_shuffle: {}, _channel_id: {}, _num_partitions: {}, "
+                   "_num_senders: {}, _num_sources: {}, "
                    "_running_sink_operators: {}, _running_source_operators: {}",
-                   Base::debug_string(indentation_level), _channel_id, _exchanger->_num_partitions,
-                   _exchanger->_num_senders, _exchanger->_num_sources,
+                   Base::debug_string(indentation_level),
+                   _parent->cast<LocalExchangeSinkOperatorX>()._use_global_shuffle, _channel_id,
+                   _exchanger->_num_partitions, _exchanger->_num_senders, _exchanger->_num_sources,
                    _exchanger->_running_sink_operators, _exchanger->_running_source_operators);
     return fmt::to_string(debug_string_buffer);
 }
diff --git a/be/src/pipeline/local_exchange/local_exchange_sink_operator.h b/be/src/pipeline/local_exchange/local_exchange_sink_operator.h
index fa9512677dc8d8..1cd9736d4291d6 100644
--- a/be/src/pipeline/local_exchange/local_exchange_sink_operator.h
+++ b/be/src/pipeline/local_exchange/local_exchange_sink_operator.h
@@ -116,6 +116,7 @@ class LocalExchangeSinkOperatorX final : public DataSinkOperatorX<LocalExchangeS
     std::unique_ptr<vectorized::PartitionerBase> _partitioner;
     const std::map<int, int> _bucket_seq_to_instance_idx;
     std::vector<std::pair<int, int>> _shuffle_idx_to_instance_idx;
+    bool _use_global_shuffle = false;
 };
 
 } // namespace doris::pipeline