diff --git a/.github/workflows/beam_LoadTests_Java_GBK_Smoke.yml b/.github/workflows/beam_LoadTests_Java_GBK_Smoke.yml
new file mode 100644
index 000000000000..59cdad972d78
--- /dev/null
+++ b/.github/workflows/beam_LoadTests_Java_GBK_Smoke.yml
@@ -0,0 +1,116 @@
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements.  See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License.  You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+name: LoadTests Java GBK Smoke
+
+on:
+  issue_comment:
+    types: [created]
+  workflow_dispatch:
+
+#Setting explicit permissions for the action to avoid the default permissions which are `write-all` in case of pull_request_target event
+permissions:
+  actions: write
+  pull-requests: read
+  checks: read
+  contents: read
+  deployments: read
+  id-token: none
+  issues: read
+  discussions: read
+  packages: read
+  pages: read
+  repository-projects: read
+  security-events: read
+  statuses: read
+
+# This allows a subsequently queued workflow run to interrupt previous runs
+concurrency:
+  group: '${{ github.workflow }} @ ${{ github.event.issue.number || github.sha || github.head_ref || github.ref }}-${{ github.event.comment.body || github.event.sender.login }}'
+  cancel-in-progress: true
+
+env:
+  GRADLE_ENTERPRISE_ACCESS_KEY: ${{ secrets.GE_ACCESS_TOKEN }}
+  GRADLE_ENTERPRISE_CACHE_USERNAME: ${{ secrets.GE_CACHE_USERNAME }}
+  GRADLE_ENTERPRISE_CACHE_PASSWORD: ${{ secrets.GE_CACHE_PASSWORD }}
+
+jobs:
+  beam_LoadTests_Java_GBK_Smoke:
+    if: |
+      github.event_name == 'workflow_dispatch' ||
+      github.event.comment.body == 'Run Java Load Tests GBK Smoke'
+    runs-on: [self-hosted, ubuntu-20.04, main]
+    timeout-minutes: 720
+    name: ${{ matrix.job_name }} (${{ matrix.job_phrase }})
+    strategy:
+      matrix:
+        job_name: ["beam_LoadTests_Java_GBK_Smoke"]
+        job_phrase: ["Run Java Load Tests GBK Smoke"]
+    steps:
+      - uses: actions/checkout@v3
+      - name: Setup repository
+        uses: ./.github/actions/setup-action
+        with:
+          comment_phrase: ${{ matrix.job_phrase }}
+          github_token: ${{ secrets.GITHUB_TOKEN }}
+          github_job: ${{ matrix.job_name }} (${{ matrix.job_phrase }})
+      - name: Prepare test arguments
+        uses: ./.github/actions/test-arguments-action
+        with:
+          test-type: load
+          test-language: java
+          argument-file-paths: |
+            ${{ github.workspace }}/.github/workflows/load-tests-job-configs/java_Smoke_GroupByKey_Direct.txt
+            ${{ github.workspace }}/.github/workflows/load-tests-job-configs/java_Smoke_GroupByKey_Dataflow.txt
+            ${{ github.workspace }}/.github/workflows/load-tests-job-configs/java_Smoke_GroupByKey_Flink.txt
+            ${{ github.workspace }}/.github/workflows/load-tests-job-configs/java_Smoke_GroupByKey_Spark.txt
+      - name: Set current datetime
+        id: datetime
+        run: |
+          echo "datetime=$(date '+%m%d%H%M%S' --utc)" >> $GITHUB_OUTPUT
+      # The env variables are created and populated in the test-arguments-action as "<github.job>_test_arguments_<argument_file_paths_index>"
+      - name: run GroupByKey load test Direct
+        uses: ./.github/actions/gradle-command-self-hosted-action
+        with:
+          gradle-command: :sdks:java:testing:load-tests:run
+          arguments: |            
+            -PloadTest.mainClass=org.apache.beam.sdk.loadtests.GroupByKeyLoadTest \
+            -Prunner=:runners:direct-java  \
+            '-PloadTest.args=${{ env.beam_LoadTests_Java_GBK_Smoke_test_arguments_1 }}' \
+      - name: run GroupByKey load test Dataflow
+        uses: ./.github/actions/gradle-command-self-hosted-action
+        with:
+          gradle-command: :sdks:java:testing:load-tests:run
+          arguments: |            
+            -PloadTest.mainClass=org.apache.beam.sdk.loadtests.GroupByKeyLoadTest \
+            -Prunner=:runners:google-cloud-dataflow-java \
+            '-PloadTest.args=${{ env.beam_LoadTests_Java_GBK_Smoke_test_arguments_2 }}' \
+      - name: run GroupByKey load test Flink
+        uses: ./.github/actions/gradle-command-self-hosted-action
+        with:
+          gradle-command: :sdks:java:testing:load-tests:run
+          arguments: |
+            --info \
+            -PloadTest.mainClass=org.apache.beam.sdk.loadtests.GroupByKeyLoadTest \
+            -Prunner=:runners:flink:1.15 \
+            '-PloadTest.args=${{ env.beam_LoadTests_Java_GBK_Smoke_test_arguments_3 }}' \
+      - name: run GroupByKey load test Spark
+        uses: ./.github/actions/gradle-command-self-hosted-action
+        with:
+          gradle-command: :sdks:java:testing:load-tests:run
+          arguments: |
+            -PloadTest.mainClass=org.apache.beam.sdk.loadtests.GroupByKeyLoadTest \
+            -Prunner=:runners:spark:3 \
+            '-PloadTest.args=${{ env.beam_LoadTests_Java_GBK_Smoke_test_arguments_4 }}'
\ No newline at end of file
diff --git a/.github/workflows/beam_LoadTests_Python_Smoke.yml b/.github/workflows/beam_LoadTests_Python_Smoke.yml
new file mode 100644
index 000000000000..720561d09e06
--- /dev/null
+++ b/.github/workflows/beam_LoadTests_Python_Smoke.yml
@@ -0,0 +1,103 @@
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements.  See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License.  You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+name: LoadTests Python Smoke
+
+on:
+  issue_comment:
+    types: [created]
+  workflow_dispatch:
+
+#Setting explicit permissions for the action to avoid the default permissions which are `write-all` in case of pull_request_target event
+permissions:
+  actions: write
+  pull-requests: read
+  checks: read
+  contents: read
+  deployments: read
+  id-token: none
+  issues: read
+  discussions: read
+  packages: read
+  pages: read
+  repository-projects: read
+  security-events: read
+  statuses: read
+
+# This allows a subsequently queued workflow run to interrupt previous runs
+concurrency:
+  group: '${{ github.workflow }} @ ${{ github.event.issue.number || github.sha || github.head_ref || github.ref }}-${{ github.event.comment.body || github.event.sender.login }}'
+  cancel-in-progress: true
+
+env:
+  GRADLE_ENTERPRISE_ACCESS_KEY: ${{ secrets.GE_ACCESS_TOKEN }}
+  GRADLE_ENTERPRISE_CACHE_USERNAME: ${{ secrets.GE_CACHE_USERNAME }}
+  GRADLE_ENTERPRISE_CACHE_PASSWORD: ${{ secrets.GE_CACHE_PASSWORD }}
+
+jobs:
+  beam_LoadTests_Python_Smoke:
+    if: |
+      github.event_name == 'workflow_dispatch' ||
+      github.event.comment.body == 'Run Python Load Tests Smoke'
+    runs-on: [self-hosted, ubuntu-20.04, main]
+    timeout-minutes: 720
+    name: ${{ matrix.job_name }} (${{ matrix.job_phrase }})
+    strategy:
+      matrix:
+        job_name: ["beam_LoadTests_Python_Smoke"]
+        job_phrase: ["Run Python Load Tests Smoke"]
+    steps:
+      - uses: actions/checkout@v3
+      - name: Setup repository
+        uses: ./.github/actions/setup-action
+        with:
+          comment_phrase: ${{ matrix.job_phrase }}
+          github_token: ${{ secrets.GITHUB_TOKEN }}
+          github_job: ${{ matrix.job_name }} (${{ matrix.job_phrase }})
+      - name: Setup environment
+        uses: ./.github/actions/setup-environment-action
+        with:
+          python-version: 3.8
+      - name: Prepare test arguments
+        uses: ./.github/actions/test-arguments-action
+        with:
+          test-type: load
+          test-language: python
+          argument-file-paths: |
+            ${{ github.workspace }}/.github/workflows/load-tests-job-configs/python_Smoke_GroupByKey_Direct.txt
+            ${{ github.workspace }}/.github/workflows/load-tests-job-configs/python_Smoke_GroupByKey_Dataflow.txt
+      - name: Set current datetime
+        id: datetime
+        run: |
+          echo "datetime=$(date '+%m%d%H%M%S' --utc)" >> $GITHUB_OUTPUT
+      # The env variables are created and populated in the test-arguments-action as "<github.job>_test_arguments_<argument_file_paths_index>"
+      - name: run GroupByKey Python load test Direct
+        uses: ./.github/actions/gradle-command-self-hosted-action
+        with:
+          gradle-command: :sdks:python:apache_beam:testing:load_tests:run
+          arguments: |
+            -PloadTest.mainClass=apache_beam.testing.load_tests.group_by_key_test \
+            -Prunner=DirectRunner \
+            -PpythonVersion=3.8 \
+            '-PloadTest.args=${{ env.beam_LoadTests_Python_Smoke_test_arguments_1 }} --job_name=load-tests-python-direct-batch-gbk-smoke-${{ steps.datetime.outputs.datetime }}' \
+      - name: run GroupByKey Python load test Dataflow
+        uses: ./.github/actions/gradle-command-self-hosted-action
+        with:
+          gradle-command: :sdks:python:apache_beam:testing:load_tests:run
+          arguments: |
+            -PloadTest.mainClass=apache_beam.testing.load_tests.group_by_key_test \
+            -Prunner=DataflowRunner \
+            -PpythonVersion=3.8 \
+            '-PloadTest.args=${{ env.beam_LoadTests_Python_Smoke_test_arguments_2 }} --job_name=load-tests-python-dataflow-batch-gbk-smoke-${{ steps.datetime.outputs.datetime }}'
\ No newline at end of file
diff --git a/.github/workflows/load-tests-job-configs/java_Smoke_GroupByKey_Dataflow.txt b/.github/workflows/load-tests-job-configs/java_Smoke_GroupByKey_Dataflow.txt
new file mode 100644
index 000000000000..411aeaeaf586
--- /dev/null
+++ b/.github/workflows/load-tests-job-configs/java_Smoke_GroupByKey_Dataflow.txt
@@ -0,0 +1,23 @@
+#  Licensed to the Apache Software Foundation (ASF) under one
+#  or more contributor license agreements.  See the NOTICE file
+#  distributed with this work for additional information
+#  regarding copyright ownership.  The ASF licenses this file
+#  to you under the Apache License, Version 2.0 (the
+#  "License"); you may not use this file except in compliance
+#  with the License.  You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing, software
+#  distributed under the License is distributed on an "AS IS" BASIS,
+#  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#  See the License for the specific language governing permissions and
+#  limitations under the License.
+
+--region=us-central1
+--tempLocation=gs://temp-storage-for-perf-tests/loadtests
+--sourceOptions={"numRecords":100000,"splitPointFrequencyRecords":1}
+--stepOptions={"outputRecordsPerInputRecord":1,"preservesInputKeyDistribution":true}
+--fanout=10
+--iterations=1
+--runner=DataflowRunner
\ No newline at end of file
diff --git a/.github/workflows/load-tests-job-configs/java_Smoke_GroupByKey_Direct.txt b/.github/workflows/load-tests-job-configs/java_Smoke_GroupByKey_Direct.txt
new file mode 100644
index 000000000000..a062dbc4846a
--- /dev/null
+++ b/.github/workflows/load-tests-job-configs/java_Smoke_GroupByKey_Direct.txt
@@ -0,0 +1,20 @@
+#  Licensed to the Apache Software Foundation (ASF) under one
+#  or more contributor license agreements.  See the NOTICE file
+#  distributed with this work for additional information
+#  regarding copyright ownership.  The ASF licenses this file
+#  to you under the Apache License, Version 2.0 (the
+#  "License"); you may not use this file except in compliance
+#  with the License.  You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing, software
+#  distributed under the License is distributed on an "AS IS" BASIS,
+#  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#  See the License for the specific language governing permissions and
+#  limitations under the License.
+
+--sourceOptions={"numRecords":100000,"splitPointFrequencyRecords":1}
+--stepOptions={"outputRecordsPerInputRecord":1,"preservesInputKeyDistribution":true}
+--fanout=10
+--iterations=1
\ No newline at end of file
diff --git a/.github/workflows/load-tests-job-configs/java_Smoke_GroupByKey_Flink.txt b/.github/workflows/load-tests-job-configs/java_Smoke_GroupByKey_Flink.txt
new file mode 100644
index 000000000000..bfa07b5f2dcd
--- /dev/null
+++ b/.github/workflows/load-tests-job-configs/java_Smoke_GroupByKey_Flink.txt
@@ -0,0 +1,21 @@
+#  Licensed to the Apache Software Foundation (ASF) under one
+#  or more contributor license agreements.  See the NOTICE file
+#  distributed with this work for additional information
+#  regarding copyright ownership.  The ASF licenses this file
+#  to you under the Apache License, Version 2.0 (the
+#  "License"); you may not use this file except in compliance
+#  with the License.  You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing, software
+#  distributed under the License is distributed on an "AS IS" BASIS,
+#  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#  See the License for the specific language governing permissions and
+#  limitations under the License.
+
+--sourceOptions={"numRecords":100000,"splitPointFrequencyRecords":1}
+--stepOptions={"outputRecordsPerInputRecord":1,"preservesInputKeyDistribution":true}
+--fanout=10
+--iterations=1
+--runner=FlinkRunner
\ No newline at end of file
diff --git a/.github/workflows/load-tests-job-configs/java_Smoke_GroupByKey_Spark.txt b/.github/workflows/load-tests-job-configs/java_Smoke_GroupByKey_Spark.txt
new file mode 100644
index 000000000000..9eed902195c7
--- /dev/null
+++ b/.github/workflows/load-tests-job-configs/java_Smoke_GroupByKey_Spark.txt
@@ -0,0 +1,22 @@
+#  Licensed to the Apache Software Foundation (ASF) under one
+#  or more contributor license agreements.  See the NOTICE file
+#  distributed with this work for additional information
+#  regarding copyright ownership.  The ASF licenses this file
+#  to you under the Apache License, Version 2.0 (the
+#  "License"); you may not use this file except in compliance
+#  with the License.  You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing, software
+#  distributed under the License is distributed on an "AS IS" BASIS,
+#  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#  See the License for the specific language governing permissions and
+#  limitations under the License.
+
+--sparkMaster=local[4]
+--sourceOptions={"numRecords":100000,"splitPointFrequencyRecords":1}
+--stepOptions={"outputRecordsPerInputRecord":1,"preservesInputKeyDistribution":true}
+--fanout=10
+--iterations=1
+--runner=SparkRunner
\ No newline at end of file
diff --git a/.github/workflows/load-tests-job-configs/python_Smoke_GroupByKey_Dataflow.txt b/.github/workflows/load-tests-job-configs/python_Smoke_GroupByKey_Dataflow.txt
new file mode 100644
index 000000000000..9a069df2bd1c
--- /dev/null
+++ b/.github/workflows/load-tests-job-configs/python_Smoke_GroupByKey_Dataflow.txt
@@ -0,0 +1,23 @@
+#  Licensed to the Apache Software Foundation (ASF) under one
+#  or more contributor license agreements.  See the NOTICE file
+#  distributed with this work for additional information
+#  regarding copyright ownership.  The ASF licenses this file
+#  to you under the Apache License, Version 2.0 (the
+#  "License"); you may not use this file except in compliance
+#  with the License.  You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing, software
+#  distributed under the License is distributed on an "AS IS" BASIS,
+#  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#  See the License for the specific language governing permissions and
+#  limitations under the License.
+
+--region=us-central1
+--temp_location=gs://temp-storage-for-perf-tests/loadtests
+--publish_to_big_query=true
+--metrics_dataset=load_test_SMOKE
+--metrics_table=python_dataflow_gbk
+--input_options=''{\\"num_records\\":100000,\\"key_size\\":1,\\"value_size\\":1}''
+--max_num_workers=1
\ No newline at end of file
diff --git a/.github/workflows/load-tests-job-configs/python_Smoke_GroupByKey_Direct.txt b/.github/workflows/load-tests-job-configs/python_Smoke_GroupByKey_Direct.txt
new file mode 100644
index 000000000000..7490675e4383
--- /dev/null
+++ b/.github/workflows/load-tests-job-configs/python_Smoke_GroupByKey_Direct.txt
@@ -0,0 +1,23 @@
+#  Licensed to the Apache Software Foundation (ASF) under one
+#  or more contributor license agreements.  See the NOTICE file
+#  distributed with this work for additional information
+#  regarding copyright ownership.  The ASF licenses this file
+#  to you under the Apache License, Version 2.0 (the
+#  "License"); you may not use this file except in compliance
+#  with the License.  You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing, software
+#  distributed under the License is distributed on an "AS IS" BASIS,
+#  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#  See the License for the specific language governing permissions and
+#  limitations under the License.
+
+--region=us-central1
+--temp_location=gs://temp-storage-for-perf-tests/loadtests
+--publish_to_big_query=true
+--metrics_dataset=load_test_SMOKE
+--metrics_table=python_direct_gbk
+--input_options=''{\\"num_records\\":100000,\\"key_size\\":1,\\"value_size\\":1}''
+--max_num_workers=1
\ No newline at end of file