Proteus combines static code analysis, runtime signals, and LLM guidance to select burst-buffer data layouts, claiming 91.3% decision accuracy and up to 3.24x/2.9x speedups on write- and metadata-intensive HPC workloads.
On the role of burst buffers in leadership-class storage systems,
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Rethinking Burst Buffer Optimization: Enabling Layout Heterogeneity via Hybrid Analysis and LLM Guidance
Proteus combines static code analysis, runtime signals, and LLM guidance to select burst-buffer data layouts, claiming 91.3% decision accuracy and up to 3.24x/2.9x speedups on write- and metadata-intensive HPC workloads.