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MeshKV: A Network-on-Chip KV Cache Fabric for Scalable Transformer Decoding Accelerators

Liu, Dong et al.
arXiv (All) · Papers
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hardware-architecture
Autoregressive transformer decoding is constrained by irregular key-value (KV) cache movement on tiled accelerators. Prior compression and DRAM-placement systems still concentrate traffic on centralized memory paths that bottleneck long-context serving. We present MeshKV, a KV cache fabric that move
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