Guilin Zhang

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Distributed Systems & Hardware (1)Inference & Quantization (1)Tool Use & Agents (1)

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Wulan Guo (1)Ziqi Tan (1)Qiang Guan (1)Hailong Jiang (1)

Papers (1)

Jul 10, 2025

Guilin Zhang +4Jul 10, 2025·also George Washington University, Kent State University, Youngstown State University

KIS-S: A GPU-Aware Kubernetes Inference Simulator with RL-Based Auto-Scaling

Ditch the reactive autoscaling: a new RL-powered Kubernetes autoscaler learns to anticipate traffic spikes and optimize GPU inference deployments entirely in simulation.

Guilin Zhang, Wulan Guo, Ziqi Tan +2

Distributed Systems & Hardware Inference & Quantization Tool Use & Agents

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Guilin Zhang

Research focus

Frequent co-authors

Papers (1)