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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Xue-Feng Huang

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Open access Aug 2026

cdcPIM: a proactive congestion control scheme for cross-datacenter RDMA networks

Driven by the requirements of machine learning, cloud storage, and other network-intensive applications, remote direct memory access (RDMA) has been widely adopted in high-speed networks and is gradually being applied to geographically distributed datacenters. However, in cross-datacenter scenarios, long control loop l...

Wenqiang Deng, Jun-Yan Chen, Xue-Feng Huang et al. · 0 citations
Conference Open access Sep 2026

SplitScaling: Adaptive Scaling for Disaggregated LLM Serving Against Traffic Bursts via DRL

This work proposes a Deep Reinforcement Learning-based auto-scaling framework tailored for the PD architecture that enables the agent to capture non-linear load dynamics, thereby achieving decoupled and precise scaling for prefill and decode pools.

Wei Xiao, Xue-Feng Huang, Wei-Jia Shi et al. · 0 citations

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