Câju Mihai-Drosi created SPARK-50120:
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Summary: SALSA graph ranking algoritm upstreaming
Key: SPARK-50120
URL: https://issues.apache.org/jira/browse/SPARK-50120
Project: Spark
Issue Type: Brainstorming
Components: GraphX
Affects Versions: 3.1.2
Reporter: Câju Mihai-Drosi
Greetings,
A while back in 2021 as part of an MRes project I wrote several variations of
the SALSA graph ranking algorithm for Apache Spark. I would like to know if
there is any interest in upstreaming one of these versions in Apache Spark. I
wrote some code to benchmark the performance and scalability of these
variations. The code is available here:
[https://github.com/CajuM/DA/blob/salsa2/src/main/scala/PageRankBench/App.scala]
The benchmark is available here:
{{https://www.overleaf.com/read/yvhtkfqpcsbn#93e386}}
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