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Author

Yong Peng

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Conference Jul 2026

ParaCascade: A Parallel Cascading Framework Supporting Early Routing

Real-world inference tasks for large language models exhibit diverse difficulty levels. Existing LLM serving systems integrate models of different sizes and attempt to route tasks of appropriate difficulty to the most suitable model, aiming to reduce resource waste while guaranteeing service quality. Such systems usual...

Hao Wei, Lu-Jia Yin, Chen Chen et al. · 0 citations
Conference Jul 2026

AMSche: Affinity-Aware Microservice Scheduling for Communication-Intensive Tasks

As computing resources in cloud environments become increasingly abundant, executing complex scientific workflows on large-scale cloud infrastructure has become a standard practice. However, communication-intensive workflows face two fundamental bottlenecks. First, the lack of physical topology awareness often forces h...

Hao Wei, Hai-Liang Chen, Jia-Nan Sun et al. · 0 citations

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