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dataflow optimization 1hardware design 1high-performance computing 1lossy compression 1neural networks 1

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1 paper

cs.DC2026

FLARE: A Dataflow-Aware and Scalable Hardware Architecture for Neural-Hybrid Scientific Lossy Compression

Wenqi Jia, Zhewen Hu, Baixi Sun +9

The paper introduces FLARE, a hardware architecture that integrates neural network‑based lossy compression with traditional scientific data processing to reduce memory traffic and…