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https://issues.apache.org/jira/browse/MADLIB-1099?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16051110#comment-16051110
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Frank McQuillan commented on MADLIB-1099:
-----------------------------------------

I attached a screen shot of some perf testing; this is an expensive algo as we 
know.

This is what I wrote in the user docs for APSP:

"APSP is an expensive algorithm for run-time because it finds the shortest path 
between all nodes in the graph. The worst case run-time for this implementation 
is O(V^2 * E) where V is the number of vertices and E is the number of edges. 
In practice, run-time will be generally be much less than this, depending on 
the graph."



> Graph - all pairs shortest path grouping
> ----------------------------------------
>
>                 Key: MADLIB-1099
>                 URL: https://issues.apache.org/jira/browse/MADLIB-1099
>             Project: Apache MADlib
>          Issue Type: Improvement
>          Components: Module: Graph
>            Reporter: Frank McQuillan
>            Assignee: Frank McQuillan
>             Fix For: v1.12
>
>         Attachments: screenshot-1.png
>
>
> Story
> As a MADlib developer, I want to implement grouping for all pairs shortest 
> path in an efficient and scaleable manner, so that I can compute other 
> measures that use APSP (eg., centrality measures).
> Acceptance
> 1) Grouping param in interface
> 2) Documentation and on-line help
> 3) IC and Tinc tests
> 4) Scale testing done



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