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Wen-Jing Lin

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Jun 2026

KernelFlume: Elastic Core-Attention Scaling for Agentic Long-Context Decoding

KernelFlume is presented, a decode-centric architecture that disaggregates the stable projection/FFN path from core-attention computation: weight nodes execute dense projection/FFN kernels, while weightless attention nodes store token-range KV partitions and scale with request-state demand.

Guangyu Xiang, Xueze Kang, Lin Zhang et al. · 1 citation