P. Taylor Goetz created STORM-642:
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Summary: Add Storm Benchmarking Framework
Key: STORM-642
URL: https://issues.apache.org/jira/browse/STORM-642
Project: Apache Storm
Issue Type: Improvement
Components: external
Reporter: P. Taylor Goetz
Assignee: P. Taylor Goetz
(This is intended to be a parent for a multi-task JIRA)
Add a framework for benchmarking Storm topologies and clusters that would
capture basic throughput (messages/sec., MB/sec.) and latency metrics.
Allow for the definition of named "benchmark suites" in a configuration file
(i.e. YAML) that would define multiple runs of the same benchmark with
different tuning parameters (# workers, parallelism hints, etc.). This would
allow for easy comparison of different runs to show how different tuning
options affect overall performance.
Develop and benchmark both Core Storm and Trident Topologies to illustrate the
difference in performance characteristics. Benchmark multiple trident
constructs (joins, aggregations, partition(Persist), etc.) to illustrate
performance implications.
Document results in a blog post series "Benchmarking Storm" on
storm.apache.org/blog.
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