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.
The night shift: Understanding performance variability of cloud serverless platforms
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Second-generation serverless platforms using lightweight isolates and edge deployment achieve roughly 10 ms warm latency and negligible cold starts, according to architecture analysis of seven platforms and microbenchmarks totaling over 38 million function calls.
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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New Kids: An Architecture and Performance Investigation of Second-Generation Serverless Platforms
Second-generation serverless platforms using lightweight isolates and edge deployment achieve roughly 10 ms warm latency and negligible cold starts, according to architecture analysis of seven platforms and microbenchmarks totaling over 38 million function calls.