Adaptive Spectral Refinement

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A technique to iteratively refine temporal workload signatures by incorporating spectral analysis following initial decomposition.

Why It Matters

This adaptive technique refines the temporal decomposition using spectral methods, necessary for capturing subtle, rapidly changing dynamics in volatile GPU workloads.

Evidence

primitive-based compositional forecasting framework combining dictionary-driven temporal decomposition with adaptive spectral refinement.

Related Papers

• openalex-2603.25378-prism-dynamic-primitive-based-forecasting-for-large-scale-gp