Hongkuan Zhou

Dr. Hongkuan is a senior Deep Learning Algorithm Engineer. His work focuses on developing efficient and scalable LLM inference systems. Previously, he worked on acceleration and application of Graph Neural Networks.
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Posts by Hongkuan Zhou

Agentic AI / Generative AI May 29, 2026

DynoSim: Simulating the Pareto Frontier

Modern LLM serving is hard to tune because each deployment is a stack of interacting choices: model backend, tensor-parallel shape, prefill/decode split, worker... 12 MIN READ
Three icons, with text LLMs, Optimize, Deploy.
Data Center / Cloud May 20, 2025

NVIDIA Dynamo Adds GPU Autoscaling, Kubernetes Automation, and Networking Optimizations

At NVIDIA GTC 2025, we announced NVIDIA Dynamo, a high-throughput, low-latency open-source inference serving framework for deploying generative AI and reasoning... 7 MIN READ