wu-sheng commented on a change in pull request #4308: provide thread stack 
analyzes
URL: https://github.com/apache/skywalking/pull/4308#discussion_r374458744
 
 

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 File path: docs/en/guides/backend-profile.md
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 @@ -0,0 +1,44 @@
+# Thread dump merging mechanism
+The performance profile is an enhancement feature in the APM system. We are 
using the thread dump to estimate the method execution time, rather than adding 
many local spans. In this way, the resource cost would be much less than using 
distributed tracing to locate slow method. This feature is suitable in the 
production environment. This document introduces how thread dumps are merged 
into the final report as a stack tree(s).
+
+## Thread analyst
+### Read data and transform
+Read data from the database and convert it to a data structure in gRPC.
+```
+st=>start: Start
+e=>end: End
+op1=>operation: Load data using paging
+op2=>operation: Transform data using parallel
+
+st(right)->op1(right)->op2
+op2(right)->e
 
 Review comment:
   Don't put the image in the source codes. It will increase the payload of 
source download and release. All documents keep in texts as much as possible. 
All images must be hosted at the website repo, and only links here. For these 
comments, we could make it better, but I still think, visualizing on 3rd party 
system is better.

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