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Suman Nath

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Deriving Semantic Checkers from Tests to Detect Silent Failures in Production...OSDI '252025-07-07
Claims an automated pipeline T2C that transforms existing system tests into runtime semantic checkers using static slicing, dynamic tracing, symbolization and…
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ExChain: Exception Dependency Analysis for Root Cause Diagnosis21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24)2024-04-16
ExChain is an online monitor that instruments services with low overhead and links silent, state-changing exceptions to distant failures using…
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AutoARTS: Taxonomy, Insights and Tools for Root Cause Labelling of Incidents in...USENIX ATC '232023-07-10
Empirical study of over 2,000 incidents across 450+ Microsoft Azure services yields a 4-level hierarchical Arts taxonomy with 346 distinct contributing factors…
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Push-Button Reliability Testing for Cloud-Backed Applications with RainmakerNSDI 20232023-04-17
A push-button SDK called Rainmaker injects faults at the REST-layer fault injection using an HTTP proxy and automatic fault policies so existing test suites…
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