A new adaptive function fusion strategy that dynamically reconstructs serverless workflows by adjusting communication schemes between functions in response to changing workflow invocations is proposed, which jointly optimizes function fusion and instance reconfiguration through an efficient beam-search–based algorithm...
Zi-Xuan Lin, Jian-Xiong Liao, Zhi Zhou et al.· ACM Transactions on Architec...· 0 citations
MIGServe treats the physical layout of MIG instances as a first-class scheduling dimension through three techniques: buddy-aware partition placement, which preserves large contiguous free blocks by allocating next to existing occupied buddies; proactive pair-matching migration, which consolidates fragmented half-full b...
Jian-Wen Chen, Yun-Kai Liang, Bin Gao et al.· Proceedings of the Internati...· 0 citations
MIGServe treats the physical layout of MIG instances as a first-class scheduling dimension through three techniques: buddy-aware partition placement, which preserves large contiguous free blocks by allocating next to existing occupied buddies; proactive pair-matching migration, which consolidates fragmented half-full b...
Jian-Wen Chen, Yun-Kai Liang, Bin Gao et al.· Proceedings of the Internati...· 0 citations
KV (Key-Value) volume is introduced, a physically grounded metric that captures the spatiotemporal footprint of a request’s KV cache occupancy, and it is shown that energy per KV volume (EPV) provides a stable and reproducible signature for modeling serving energy.
Xianyi Yuan, Hanlong Liao, Kunming Zhang et al.· Asia-Pacific Workshop on Net...· 0 citations
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