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Overview
The Stack Trace Analysis Tool (STAT) is a highly scalable, lightweight tool that gathers and merges stack traces from all of the processes of a parallel application to form call graph prefix trees. STAT generates two prefix trees termed 2D-trace-space and 3D-trace-space-time. The 2D-trace-space prefix tree is a merge of a single stack trace from each task in the parallel application. The 3D-trace-space-time prefix tree is a merge of several stack traces from each task gathered over time. The latter provides insight into whether tasks are making progress or are in a hang state (livelock, deadlock, infiite loop, etc.). The call graph prefix trees also identify processes equivalence classes, processes exhibitin similar behavior with respect to their call paths. A representative task from each equivalence class can then be fed into a full-featured debugger for root cause analysis at a manageable scale.
STAT's source code also includes stat-bench, a tool to emulate STAT. stat-bench enables the benchmarking of STAT on arbitrary machine architectures and applications by fully utilizing parallel resources and generating artificial stack traces.
Contact
Please send questions, bug reports, or suggestions to lee218@llnl.gov.
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