diff --git a/profiler/msprof_analyze/advisor/analyzer/base_analyzer.py b/profiler/msprof_analyze/advisor/analyzer/base_analyzer.py
index 7f558c3871a37c5f13c89b0bd6840de6b073d1f3..b6b8fe2e04476ec3c70df25823ef5355c02dc98c 100644
--- a/profiler/msprof_analyze/advisor/analyzer/base_analyzer.py
+++ b/profiler/msprof_analyze/advisor/analyzer/base_analyzer.py
@@ -27,6 +27,7 @@ from msprof_analyze.advisor.display.html.render import HTMLRender
 from msprof_analyze.advisor.display.html.priority_background_color import PriorityBackgroundColor
 from msprof_analyze.advisor.utils.utils import safe_division
 from msprof_analyze.prof_common.file_manager import FileManager
+from msprof_analyze.prof_common.path_manager import PathManager
 
 logger = logging.getLogger()
 
@@ -114,7 +115,7 @@ class BaseAnalyzer(VersionControl, metaclass=ABCMeta):
         elif self.collection_path.endswith(ASCEND_PT):
             profiling_type = [elem for elem in profiling_type_list if Constant.PYTORCH in elem][0]
         else:
-            for _, dirs, __ in os.walk(self.collection_path):
+            for _, dirs, __ in PathManager.limited_depth_walk(self.collection_path):
                 is_found_type = False
                 for direction in dirs:
                     if direction.endswith(ASCEND_MS):
@@ -143,7 +144,7 @@ class BaseAnalyzer(VersionControl, metaclass=ABCMeta):
             if self.collection_path.endswith(ASCEND_MS):
                 ascend_dirs.append(self.collection_path)
             else:
-                for root, dirs, _ in os.walk(self.collection_path):
+                for root, dirs, _ in PathManager.limited_depth_walk(self.collection_path):
                     for direction in dirs:
                         if direction.endswith(ASCEND_MS):
                             ascend_dirs.append(os.path.join(root, direction))
diff --git a/profiler/msprof_analyze/advisor/analyzer/overall/overall_summary_analyzer.py b/profiler/msprof_analyze/advisor/analyzer/overall/overall_summary_analyzer.py
index 1bfaf8d611964af8d3a23544d630eeddd116206b..0f2cb83034c2fb669311d3fd638970e1650e3d1f 100644
--- a/profiler/msprof_analyze/advisor/analyzer/overall/overall_summary_analyzer.py
+++ b/profiler/msprof_analyze/advisor/analyzer/overall/overall_summary_analyzer.py
@@ -23,6 +23,7 @@ from msprof_analyze.advisor.result.result import OptimizeResult
 from msprof_analyze.compare_tools.compare_interface.comparison_interface import ComparisonInterface
 from msprof_analyze.prof_common.additional_args_manager import AdditionalArgsManager
 from msprof_analyze.prof_common.constant import Constant
+from msprof_analyze.prof_common.path_manager import PathManager
 
 
 class OverallSummaryAnalyzer(BaseAnalyzer):
@@ -237,7 +238,7 @@ class OverallSummaryAnalyzer(BaseAnalyzer):
 
 
 def get_profile_path(collection_path):
-    for root, _, files in os.walk(collection_path):
+    for root, _, files in PathManager.limited_depth_walk(collection_path):
         for file in files:
             if file.startswith("profiler_info"):
                 return root
diff --git a/profiler/msprof_analyze/advisor/dataset/communication/communication_dataset.py b/profiler/msprof_analyze/advisor/dataset/communication/communication_dataset.py
index eed7e299589f26c132c83638a579811d2faa1557..acd44ac137e2e0ebc05ea6a1ffef64f45cc4c628 100644
--- a/profiler/msprof_analyze/advisor/dataset/communication/communication_dataset.py
+++ b/profiler/msprof_analyze/advisor/dataset/communication/communication_dataset.py
@@ -24,6 +24,7 @@ from msprof_analyze.cluster_analyse.common_func.table_constant import TableConst
 from msprof_analyze.prof_common.singleton import singleton
 from msprof_analyze.prof_common.constant import Constant
 from msprof_analyze.prof_common.file_manager import FileManager
+from msprof_analyze.prof_common.path_manager import PathManager
 from msprof_analyze.advisor.dataset.cluster.hccl_collection import HcclInfo
 from msprof_analyze.advisor.utils.utils import CheckPathAccess
 from msprof_analyze.advisor.dataset.dataset import Dataset
@@ -69,7 +70,7 @@ class CommunicationDataset(Dataset):
         if not os.path.isdir(path):
             logger.warning("Expected existed directory, but got %s", path)
 
-        for root, _, files in os.walk(path):
+        for root, _, files in PathManager.limited_depth_walk(path):
             if os.path.basename(root) != "ASCEND_PROFILER_OUTPUT":
                 continue
             for filename in files:
diff --git a/profiler/msprof_analyze/advisor/dataset/dataset.py b/profiler/msprof_analyze/advisor/dataset/dataset.py
index 0bd2dacde6caaa874bcba600eb34fe070054837d..f8149f1088264300aae6517159607bbccdb74edd 100644
--- a/profiler/msprof_analyze/advisor/dataset/dataset.py
+++ b/profiler/msprof_analyze/advisor/dataset/dataset.py
@@ -22,6 +22,7 @@ import re
 
 from msprof_analyze.prof_common.constant import Constant
 from msprof_analyze.prof_common.file_manager import FileManager
+from msprof_analyze.prof_common.path_manager import PathManager
 from msprof_analyze.advisor.config.config import Config
 
 logger = logging.getLogger()
@@ -64,7 +65,7 @@ class Dataset:
 
     def get_data_type(self):
         # 递归搜索ASCEND_PROFILER_PATH文件夹
-        for root, dirs, _ in os.walk(self.collection_path):
+        for root, dirs, _ in PathManager.limited_depth_walk(self.collection_path):
             if Constant.ASCEND_PROFILER_OUTPUT in dirs:
                 profiler_dir = os.path.join(root, Constant.ASCEND_PROFILER_OUTPUT)
 
diff --git a/profiler/msprof_analyze/advisor/dataset/environment_variable_dataset.py b/profiler/msprof_analyze/advisor/dataset/environment_variable_dataset.py
index 6fa569ad9fad2149fdb35ebdf145a633f416031d..43c5e1560b3fb460113b5b16b3fe630ccce702e4 100644
--- a/profiler/msprof_analyze/advisor/dataset/environment_variable_dataset.py
+++ b/profiler/msprof_analyze/advisor/dataset/environment_variable_dataset.py
@@ -17,6 +17,7 @@ import logging
 
 from msprof_analyze.prof_common.constant import Constant
 from msprof_analyze.prof_common.file_manager import FileManager
+from msprof_analyze.prof_common.path_manager import PathManager
 
 
 class EnvironmentVariableDataset:
@@ -27,7 +28,7 @@ class EnvironmentVariableDataset:
 
     @staticmethod
     def get_env_data_file(collection_path: str) -> str:
-        for root, _, files in os.walk(collection_path):
+        for root, _, files in PathManager.limited_depth_walk(collection_path):
             for file_name in files:
                 if file_name == Constant.PROFILER_METADATA:
                     return os.path.join(root, file_name)
diff --git a/profiler/msprof_analyze/advisor/utils/utils.py b/profiler/msprof_analyze/advisor/utils/utils.py
index 001949d6e29c04837f7bb527a3bce2547f58f116..72d3e9952de18fdd43b466eae8e43f3ad4caf8c5 100644
--- a/profiler/msprof_analyze/advisor/utils/utils.py
+++ b/profiler/msprof_analyze/advisor/utils/utils.py
@@ -33,6 +33,7 @@ from tqdm import tqdm
 from msprof_analyze.advisor.utils.log import init_logger, get_log_level
 from msprof_analyze.prof_common.constant import Constant
 from msprof_analyze.prof_common.singleton import singleton
+from msprof_analyze.prof_common.path_manager import PathManager
 
 logger = logging.getLogger()
 logger.setLevel(get_log_level())
@@ -109,7 +110,7 @@ def get_file_path_from_directory(path: str, check_func: Any) -> list:
     get file from directory
     """
     file_list = []
-    for root, _, files in os.walk(path, onerror=walk_error_handler):
+    for root, _, files in PathManager.limited_depth_walk(path, onerror=walk_error_handler):
         for filename in files:
             filepath = os.path.join(root, filename)
             if check_func(filename):
@@ -267,7 +268,7 @@ def get_file_path_from_directory(path, check_func):
     if not os.path.isdir(path):
         logger.warning("Expected existed directory, but got %s", path)
 
-    for root, _, files in os.walk(path):
+    for root, _, files in PathManager.limited_depth_walk(path):
         for filename in files:
             filepath = os.path.join(root, filename)
             if check_func(filename):
@@ -288,7 +289,7 @@ def join_prof_path(root_dir: str, sub_dir: str) -> str:
     regular expression matching method for path concatenation
     """
     if is_regex_pattern(sub_dir):
-        for root, _, _ in os.walk(root_dir, onerror=walk_error_handler):
+        for root, _, _ in PathManager.limited_depth_walk(root_dir, onerror=walk_error_handler):
             if re.match(sub_dir, os.path.basename(root)):
                 return root
         logger.debug("Fail to get profiling path %s from local path %s by regular expression matching", sub_dir,
@@ -351,7 +352,7 @@ class SafeOpen:
 
 def get_file_path_by_walk(root, filename):
     file_path = ""
-    for root, _, files in os.walk(root, topdown=True):
+    for root, _, files in PathManager.limited_depth_walk(root):
         for name in files:
             if name == filename:
                 file_path = os.path.join(root, name)
diff --git a/profiler/msprof_analyze/cluster_analyse/analysis/cluster_base_info_analysis.py b/profiler/msprof_analyze/cluster_analyse/analysis/cluster_base_info_analysis.py
index 664ef3ba1a424eec7b673a0fe765ca390ec372b4..c7666020f9430173570eb2631b0b7352da58bfdb 100644
--- a/profiler/msprof_analyze/cluster_analyse/analysis/cluster_base_info_analysis.py
+++ b/profiler/msprof_analyze/cluster_analyse/analysis/cluster_base_info_analysis.py
@@ -82,7 +82,7 @@ class ClusterBaseInfoAnalysis(BaseAnalysis):
 
     def get_profiler_metadata_file(self):
         meta_file_list = []
-        for root, _, files in os.walk(self.collection_path):
+        for root, _, files in PathManager.limited_depth_walk(self.collection_path):
             for file_name in files:
                 if file_name == Constant.PROFILER_METADATA:
                     meta_file_list.append(os.path.join(root, file_name))
diff --git a/profiler/msprof_analyze/cluster_analyse/cluster_analysis.py b/profiler/msprof_analyze/cluster_analyse/cluster_analysis.py
index 233bc5b3bc7579644119f263b1ad0be32808988f..fb1b1ccba8fe1c430ca0c36f8e1bc31da60a2f81 100644
--- a/profiler/msprof_analyze/cluster_analyse/cluster_analysis.py
+++ b/profiler/msprof_analyze/cluster_analyse/cluster_analysis.py
@@ -73,7 +73,7 @@ class Interface:
         ascend_pt_dirs = []
         ascend_ms_dirs = []
         prof_dirs = []
-        for root, dirs, _ in os.walk(self.collection_path):
+        for root, dirs, _ in PathManager.limited_depth_walk(self.collection_path):
             for dir_name in dirs:
                 if dir_name.endswith(self.ASCEND_PT):
                     ascend_pt_dirs.append(os.path.join(root, dir_name))
diff --git a/profiler/msprof_analyze/prof_common/path_manager.py b/profiler/msprof_analyze/prof_common/path_manager.py
index 0b92ebc2de1365e2e05a576ed3e471d09da4d238..8062fc8f3f1eef7f2feeb22844512ae58331b4a4 100644
--- a/profiler/msprof_analyze/prof_common/path_manager.py
+++ b/profiler/msprof_analyze/prof_common/path_manager.py
@@ -221,3 +221,12 @@ class PathManager:
     def expanduser_for_argumentparser(cls, str_name: str):
         # None 对应 参数未赋值的场景
         return str_name if str_name is None else os.path.expanduser(str_name.lstrip('='))
+
+    @classmethod
+    def limited_depth_walk(cls, path, max_depth=10, *args, **kwargs):
+        base_depth = path.count(os.sep)
+        for root, dirs, files in os.walk(path, *args, **kwargs):
+            if root.count(os.sep) - base_depth > max_depth:
+                dirs.clear()
+                continue
+            yield root, dirs, files
\ No newline at end of file