Duet instrumentation uses LLM-driven code analysis to instrument performance-relevant changes between two app versions, detecting regressions at up to 5x lower severity than standard duet benchmarks in a testbed evaluation.
Software microbenchmarking in the cloud. how bad is it really?
2 Pith papers cite this work. Polarity classification is still indexing.
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2026 2representative citing papers
Microbenchmarks on the JVM can produce misleading results due to unrealistic profiles collected during isolated execution despite following JMH guidelines.
citing papers explorer
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Duet instrumentation: An Agentic Approach to Improving Sensitivity in Cloud Service Benchmarking
Duet instrumentation uses LLM-driven code analysis to instrument performance-relevant changes between two app versions, detecting regressions at up to 5x lower severity than standard duet benchmarks in a testbed evaluation.
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Misleading Microbenchmarks on the Java Virtual Machines
Microbenchmarks on the JVM can produce misleading results due to unrealistic profiles collected during isolated execution despite following JMH guidelines.