Results demonstrate that RSC can make RDMA economically viable for serverless services, and workflow, request‑mix, resource, noisy‑neighbor, endpoint‑scale, and QP‑density diagnostics confirm that connection reuse removes millisecond‑scale RC setup from warm service invocation paths.
Wen-Di Song, Guang-Ping Xu, Yang-Yang Fan et al.· Proceedings of the Internati...· 0 citations
A Multi-State Semantic Cache (MSSC) framework that dynamically maps knowledge chunks into three mutually exclusive states: zero cache, index cache, and full cache is proposed that reduces average service latency by over 40% in dynamic scenarios and suppresses backhaul reconfiguration traffic by up to 38% compared to co...
Kang Liu, Guang-Ping Xu, Ya-Ru Fu et al.· Proceedings of the Internati...· 0 citations
Serverless functions are short-lived, yet RDMA Reliable Connections (RCs) are expensive to create and assume long-lived endpoints. Even when compute sandboxes are warm, an invocation can still suffer a network-cold start if it establishes a new RC or accesses a remote endpoint for the first time. We present RSC (Reliab...
Wen-Di Song, Guang-Ping Xu, Yang-Yang Fan et al.· Proceedings of the Internati...· 0 citations
A Multi-State Semantic Cache (MSSC) framework that dynamically maps knowledge chunks into three mutually exclusive states: zero cache, index cache, and full cache is proposed that reduces average service latency by over 40% in dynamic scenarios and suppresses backhaul reconfiguration traffic by up to 38% compared to co...
Kang Liu, Guang-Ping Xu, Ya-Ru Fu et al.· Proceedings of the Internati...· 0 citations
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