35 citations · 63 across the 8 of their papers we have counts for
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cs.DC2026
CoLLM: Continuous Adaptation for SLO-Aware LLM Serving on Shared GPU Clusters
Shaoyuan Huang, Yunfeng Zhao, Na Yan +5
As Large Language Models (LLMs) are increasingly adopted in edge intelligence to power domain-specific applications and personalized services, the quality and efficiency of the LLM…
cs.DC2024
Seer: Proactive Revenue-Aware Scheduling for Live Streaming Services in Crowdsourced Cloud-Edge Platforms
Shaoyuan Huang, Zheng Wang, Zhongtian Zhang +3
As live streaming services skyrocket, Crowdsourced Cloud-edge service Platforms (CCPs) have surfaced as pivotal intermediaries catering to the mounting demand. Despite the role of…
cs.DC2023★ 28 cited
EdgeMatrix: A Resource-Redefined Scheduling Framework for SLA-Guaranteed Multi-Tier Edge-Cloud Computing Systems
Shihao Shen, Yuanming Ren, Yanli Ju +3
With the development of networking technology, the computing system has evolved towards the multi-tier paradigm gradually. However, challenges, such as multi-resource heterogeneity…