diff --git a/python/sglang/srt/managers/scheduler.py b/python/sglang/srt/managers/scheduler.py
index 26dc792e8..382e200bd 100644
--- a/python/sglang/srt/managers/scheduler.py
+++ b/python/sglang/srt/managers/scheduler.py
@@ -429,7 +429,7 @@ class Scheduler(
         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.profile_id: Optional[str] = None
         self.profiler_target_forward_ct: Optional[int] = None
         self.profiler_target_prefill_ct: Optional[int] = None
         self.profiler_target_decode_ct: Optional[int] = None
@@ -2145,6 +2145,7 @@ class Scheduler(
                     recv_req.with_stack,
                     recv_req.record_shapes,
                     recv_req.profile_by_stage,
+                    recv_req.profile_id,
                 )
             else:
                 self.init_profile(
@@ -2154,6 +2155,7 @@ class Scheduler(
                     recv_req.with_stack,
                     recv_req.record_shapes,
                     recv_req.profile_by_stage,
+                    recv_req.profile_id,
                 )
                 return self.start_profile(True)
         else:
@@ -2167,6 +2169,7 @@ class Scheduler(
         with_stack: Optional[bool],
         record_shapes: Optional[bool],
         profile_by_stage: bool,
+        profile_id: str,
     ) -> ProfileReqOutput:
         if self.profile_in_progress:
             return ProfileReqOutput(
@@ -2185,6 +2188,7 @@ class Scheduler(
         self.torch_profiler_with_stack = with_stack
         self.torch_profiler_record_shapes = record_shapes
         self.profiler_activities = activities
+        self.profile_id = profile_id
 
         if num_steps:
             self.profile_steps = num_steps
@@ -2284,7 +2288,7 @@ class Scheduler(
             self.torch_profiler.export_chrome_trace(
                 os.path.join(
                     self.torch_profiler_output_dir,
-                    str(time.time())
+                    self.profile_id
                     + f"-TP-{self.tp_rank}"
                     + stage_suffix
                     + ".trace.json.gz",