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20242026
most citedPerformance Modeling and Workload Analysis of Distributed Large Language Model Training and Inference

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cs.AI2026

KernelArc: A Multi-Agent Framework for GPU Kernel Optimization

Joyjit Kundu, Ben Stoffelen, Kaili Wang +2

We present KernelArc, a multi-agent framework for autonomous GPU kernel optimization across heterogeneous workloads. Strategy-specialized agents run in parallel and coordinate thro…