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Home/Authors/Aditya Chatterjee

Aditya Chatterjee

1 indexed paper

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26

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Performance×1Architecture×1Distributed×1

Research Timeline

2026
From Roofline to Ruggedness: Decomposing and Smoothing the GEMM Performance Landscape

The paper introduces performance ruggedness analysis to quantify performance variance in GEMM workloads, proposing a two-stage software stack that significantly smooths the performance landscape and boosts throughput.

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Papers

cs.PFcs.ARcs.DCRecentMay 28, 2026

From Roofline to Ruggedness: Decomposing and Smoothing the GEMM Performance Landscape

Aditya Chatterjee

The paper introduces performance ruggedness analysis to quantify performance variance in GEMM workloads, proposing a two-stage software stack that significantly smooths the performance landscape and b…

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