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diffusion models 1kernel tracing 1performance evaluation 1synthetic data generation 1system diagnostics 1

From the 1 of 1 linked paper with an AI index.

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1 paper

cs.SE2026

TraceSynth: Generating Production-Quality Kernel Traces with Constraint-Guided Diffusion Models

Yuvraj Sehgal, Sneh Patel, Mahsa Panahandeh +2

TraceSynth is a diffusion-based system that creates synthetic kernel execution traces, using a transformer model and constraint-guided repair, to augment limited real trace data fo…