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Author

Jianxiong Liao

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Open access Oct 2026

AdaFuse: Adaptive Function Fusion for Dynamic Serverless Workflows

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. · 0 citations
Conference Jul 2026

UNAS: Urgency- and Fairness-Aware Scheduling for SLO-Oriented LLM Serving

The widespread adoption and strong generalizability of large language models (LLMs) lead to highly heterogeneous workloads that exhibit substantial variability in request lengths and latency requirements. This pronounced heterogeneity causes existing scheduling strategies to suffer from head-of-line blocking and ineffi...

Tian-Nan Fu, Jianxiong Liao, Xu Chen et al. · 0 citations

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