diff --git a/python/sglang/srt/managers/io_struct.py b/python/sglang/srt/managers/io_struct.py
index e2c3f09f3e5..dbb632bd24b 100644
--- a/python/sglang/srt/managers/io_struct.py
+++ b/python/sglang/srt/managers/io_struct.py
@@ -834,6 +834,7 @@ class ProfileReq:
     activities: Optional[List[str]] = None
     with_stack: Optional[bool] = None
     record_shapes: Optional[bool] = None
+    profile_id: Optional[str] = None
 
 
 @dataclass
diff --git a/python/sglang/srt/managers/scheduler.py b/python/sglang/srt/managers/scheduler.py
index 5fb0a749a63..218b6743c39 100644
--- a/python/sglang/srt/managers/scheduler.py
+++ b/python/sglang/srt/managers/scheduler.py
@@ -391,6 +391,7 @@ def __init__(
         self.torch_profiler = None
         self.torch_profiler_output_dir: Optional[str] = None
         self.profiler_activities: Optional[List[str]] = None
+        self.profiler_id: Optional[str] = None
         self.profiler_target_forward_ct: Optional[int] = None
 
         # Init metrics stats
@@ -1805,6 +1806,7 @@ def profile(self, recv_req: ProfileReq):
                 recv_req.activities,
                 recv_req.with_stack,
                 recv_req.record_shapes,
+                recv_req.profile_id,
             )
         else:
             return self.stop_profile()
@@ -1816,6 +1818,7 @@ def start_profile(
         activities: Optional[List[str]],
         with_stack: Optional[bool],
         record_shapes: Optional[bool],
+        profile_id: Optional[str],
     ) -> None:
         if self.profiler_activities:
             return ProfileReqOutput(
@@ -1830,9 +1833,11 @@ def start_profile(
 
         self.torch_profiler_output_dir = output_dir
         self.profiler_activities = activities
+        self.profiler_id = profile_id
         logger.info(
-            "Profiling starts. Traces will be saved to: %s",
+            "Profiling starts. Traces will be saved to: %s (with id %s)",
             self.torch_profiler_output_dir,
+            self.profiler_id,
         )
 
         activity_map = {
@@ -1874,14 +1879,14 @@ def stop_profile(self) -> None:
             self.torch_profiler.export_chrome_trace(
                 os.path.join(
                     self.torch_profiler_output_dir,
-                    str(time.time()) + f"-TP-{self.tp_rank}" + ".trace.json.gz",
+                    self.profiler_id + f"-TP-{self.tp_rank}" + ".trace.json.gz",
                 )
             )
 
         if "MEM" in self.profiler_activities:
             memory_profile_path = os.path.join(
                 self.torch_profiler_output_dir,
-                str(time.time()) + f"-TP-{self.tp_rank}-memory" + ".pickle",
+                self.profiler_id + f"-TP-{self.tp_rank}-memory" + ".pickle",
             )
             torch.cuda.memory._dump_snapshot(memory_profile_path)
             torch.cuda.memory._record_memory_history(enabled=None)
diff --git a/python/sglang/srt/managers/tokenizer_manager.py b/python/sglang/srt/managers/tokenizer_manager.py
index 1acd97f5b1c..a391dd719e1 100644
--- a/python/sglang/srt/managers/tokenizer_manager.py
+++ b/python/sglang/srt/managers/tokenizer_manager.py
@@ -650,6 +650,7 @@ async def start_profile(
             output_dir=output_dir,
             num_steps=num_steps,
             activities=activities,
+            profile_id=str(time.time()),
         )
         result = (await self.start_profile_communicator(req))[0]
         if not result.success: