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Xin Jin

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2026

COSMOS: Taming Heterogeneous Resource Demands in Serverless Functions With Complementary Swarming and Monotonic Scale-Up

Serverless computing is an increasingly popular paradigm built on top of a data center network (DCN), offering scalability and fine-grained billing. However, serverless platforms must efficiently manage resources for a multitude of diverse functions and requests with different inputs. Conventional approaches often igno...

Yun-Shan Jia, Jun-Yi Shu, Chiheng Lou et al. · 0 citations
Book Open access Aug 2026

DualPath: Accelerating Agentic LLM Inference by Harvesting Disaggregated KV-Cache Storage I/O

DualPath is an inference system that breaks this bottleneck by introducing dual-path KV-Cache loading and enables a novel storage-to-decode path, in which the KV-Cache is loaded into decoding engines and then efficiently transferred to prefill engines via RDMA over the compute network.

Yong-Tong Wu, Shao-Yuan Chen, Rilin Huang et al. · 1 citation

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