diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 0e10cecd39..87954f420f 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -68,6 +68,9 @@ variables:
   # target test repo parameters
   TEST_ENV_CONFIG_REPO: "https://gitlab-ci-token:${BOT_TOKEN}@${CI_SERVER_HOST}:${CI_SERVER_PORT}/qa/ci-test-runner-configs.git"
 
+  # Set this variable to specify the file name for the known failure cases.
+  KNOWN_FAILURE_CASES_FILE_NAME: "4.4.txt"
+
   IDF_CI_BUILD: 1
 
 .setup_tools_unless_target_test: &setup_tools_unless_target_test |
diff --git a/.gitlab/ci/target-test.yml b/.gitlab/ci/target-test.yml
index 02c13671ca..187d1cce75 100644
--- a/.gitlab/ci/target-test.yml
+++ b/.gitlab/ci/target-test.yml
@@ -31,10 +31,11 @@
     - retry_failed git clone $TEST_ENV_CONFIG_REPO
     - python $CHECKOUT_REF_SCRIPT ci-test-runner-configs ci-test-runner-configs
     # git clone the known failure cases repo, run test
-    - retry_failed git clone $KNOWN_FAILURE_CASES_REPO known_failure_cases
+    - pip install minio
+    - python tools/ci/get_known_failure_cases_file.py
     # run test
     - cd tools/ci/python_packages/tiny_test_fw/bin
-    - run_cmd python Runner.py $TEST_CASE_PATH -c $CONFIG_FILE -e $ENV_FILE --known_failure_cases_file $CI_PROJECT_DIR/known_failure_cases/known_failure_cases.txt
+    - run_cmd python Runner.py $TEST_CASE_PATH -c $CONFIG_FILE -e $ENV_FILE --known_failure_cases_file $CI_PROJECT_DIR/${KNOWN_FAILURE_CASES_FILE_NAME}
 
 .example_test_template:
   extends: .target_test_job_template
@@ -427,10 +428,11 @@ test_app_test_flash_psram_esp32:
     - retry_failed git clone $TEST_ENV_CONFIG_REPO
     - python $CHECKOUT_REF_SCRIPT ci-test-runner-configs ci-test-runner-configs
     # git clone the known failure cases repo, run test
-    - retry_failed git clone $KNOWN_FAILURE_CASES_REPO known_failure_cases
+    - pip install minio
+    - python tools/ci/get_known_failure_cases_file.py
     # run test
     - cd tools/ci/python_packages/tiny_test_fw/bin
-    - run_cmd python Runner.py $COMPONENT_UT_DIRS -c $CONFIG_FILE -e $ENV_FILE --known_failure_cases_file $CI_PROJECT_DIR/known_failure_cases/known_failure_cases.txt
+    - run_cmd python Runner.py $COMPONENT_UT_DIRS -c $CONFIG_FILE -e $ENV_FILE --known_failure_cases_file $CI_PROJECT_DIR/${KNOWN_FAILURE_CASES_FILE_NAME}
 
 .component_ut_esp32_template:
   extends:
diff --git a/tools/ci/exclude_check_tools_files.txt b/tools/ci/exclude_check_tools_files.txt
index 142bbb40cc..d6701d43d6 100644
--- a/tools/ci/exclude_check_tools_files.txt
+++ b/tools/ci/exclude_check_tools_files.txt
@@ -32,3 +32,4 @@ tools/templates/sample_component/CMakeLists.txt
 tools/templates/sample_component/include/main.h
 tools/templates/sample_component/main.c
 tools/toolchain_versions.mk
+tools/ci/get_known_failure_cases_file.py
diff --git a/tools/ci/get_known_failure_cases_file.py b/tools/ci/get_known_failure_cases_file.py
new file mode 100644
index 0000000000..056ec2c51d
--- /dev/null
+++ b/tools/ci/get_known_failure_cases_file.py
@@ -0,0 +1,37 @@
+# SPDX-FileCopyrightText: 2023-2024 Espressif Systems (Shanghai) CO LTD
+# SPDX-License-Identifier: Apache-2.0
+
+import os
+
+import urllib3
+from minio import Minio
+
+
+def getenv(env_var: str) -> str:
+    try:
+        return os.environ[env_var]
+    except KeyError as e:
+        raise Exception(f'Environment variable {env_var} not set') from e
+
+
+def get_minio_client() -> Minio:
+    return Minio(
+        getenv('IDF_S3_SERVER').replace('https://', ''),
+        access_key=getenv('IDF_S3_ACCESS_KEY'),
+        secret_key=getenv('IDF_S3_SECRET_KEY'),
+        http_client=urllib3.PoolManager(
+            num_pools=10,
+            timeout=urllib3.Timeout.DEFAULT_TIMEOUT,
+            retries=urllib3.Retry(
+                total=5,
+                backoff_factor=0.2,
+                status_forcelist=[500, 502, 503, 504],
+            ),
+        ),
+    )
+
+
+if __name__ == '__main__':
+    client = get_minio_client()
+    file_name = getenv('KNOWN_FAILURE_CASES_FILE_NAME')
+    client.fget_object('ignore-test-result-files', file_name, file_name)
diff --git a/tools/ci/python_packages/ttfw_idf/requirements.txt b/tools/ci/python_packages/ttfw_idf/requirements.txt
index facf202666..116562d7d6 100644
--- a/tools/ci/python_packages/ttfw_idf/requirements.txt
+++ b/tools/ci/python_packages/ttfw_idf/requirements.txt
@@ -2,3 +2,4 @@
 pexpect
 python-gitlab
 pygdbmi>=0.9.0.0
+minio