hanahmily opened a new issue, #10890:
URL: https://github.com/apache/skywalking/issues/10890

   ### Search before asking
   
   - [X] I had searched in the 
[issues](https://github.com/apache/skywalking/issues?q=is%3Aissue) and found no 
similar feature requirement.
   
   
   ### Description
   
   A sparse index is a valuable tool that enhances performance and minimizes 
storage expenses. It works by dividing data into multiple blocks and indexing 
only the necessary data rather than indexing all of it. Such a method reduces 
the index size as required, optimizing system performance.
   
   I want you to know that using this feature may delay retrieving data due to 
the high level of granularity of such an index. This process may take slightly 
longer than indexing all the data. However, the benefits of improved 
performance and cost savings may outweigh this potential downside, mainly when 
storage expenses are a consideration.
   
   This feature only applies to data in a `stream` as the granularity of the 
measure's indexes is at the series level.
   
   ### Use case
   
   _No response_
   
   ### Related issues
   
   _No response_
   
   ### Are you willing to submit a PR?
   
   - [ ] Yes I am willing to submit a PR!
   
   ### Code of Conduct
   
   - [X] I agree to follow this project's [Code of 
Conduct](https://www.apache.org/foundation/policies/conduct)
   


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