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https://issues.apache.org/jira/browse/SOLR-14613?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17159483#comment-17159483
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Ishan Chattopadhyaya commented on SOLR-14613:
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bq. I think as a first step, we should deprecate current autoscaling framework 
(as it is something that doesn't work efficiently anyway). In master, we should 
remove all traces (save for the legacy replica assignment, that can be left 
behind for default replica placement) of autoscaling code right away and start 
absolutely afresh.

I've opened SOLR-14656 for this.

> Provide a clean API for pluggable autoscaling implementations
> -------------------------------------------------------------
>
>                 Key: SOLR-14613
>                 URL: https://issues.apache.org/jira/browse/SOLR-14613
>             Project: Solr
>          Issue Type: Improvement
>          Components: AutoScaling
>            Reporter: Andrzej Bialecki
>            Priority: Major
>          Time Spent: 2h 40m
>  Remaining Estimate: 0h
>
> As described in SIP-8 the current autoscaling Policy implementation has 
> several limitations that make it difficult to use for very large clusters and 
> very large collections. SIP-8 also mentions the possible migration path by 
> providing alternative implementations of the placement strategies that are 
> less complex but more efficient in these very large environments.
> We should review the existing APIs that the current autoscaling engine uses 
> ({{SolrCloudManager}} , {{AssignStrategy}} , {{Suggester}} and related 
> interfaces) to see if they provide a sufficient and minimal API for plugging 
> in alternative autoscaling placement strategies, and if necessary refactor 
> the existing APIs.
> Since these APIs are internal it should be possible to do this without 
> breaking back-compat.



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