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cs.AI2025
AKG kernel Agent: A Multi-Agent Framework for Cross-Platform Kernel Synthesis
Jinye Du, Quan Yuan, Zuyao Zhang +16
Modern AI models demand high-performance computation kernels. The growing complexity of LLMs, multimodal architectures, and recommendation systems, combined with techniques like sp…
cs.DC2025
FalconFS: Distributed File System for Large-Scale Deep Learning Pipeline
Jingwei Xu, Junbin Kang, Mingkai Dong +10
Client-side metadata caching has long been considered an effective method for accelerating metadata operations in distributed file systems (DFSs). However, we have found that clien…