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Tools and frameworks for measuring the throughput and latency of streaming systems.
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pprof is a tool for visualizing and analyzing performance profiling data. It converts sampled call stacks into a directed graph rendered as an SVG, enabling visual identification of execution hotspots. The tool also parses Linux perf.data files, converting them into an internal profile representation for further analysis. Beyond visualization, pprof provides a command-line REPL for interactive exploration of profiling data, allowing users to filter, refine, and query performance information on the fly. It generates sorted text reports that highlight the most resource-intensive call stacks, an
Profiles CPU and memory usage of Go programs.
Benchmarks for Low Latency (Streaming) solutions including Apache Storm, Apache Spark, Apache Flink, ...
Provides comparative performance metrics for major distributed streaming engines.
Automated message queue orchestration for scaled-up benchmarking.
Orchestrates message queue infrastructure for large-scale performance testing.
A simple storm performance/stress test
Evaluates performance and stress limits of distributed stream processing systems.