Beyond Throughput: Performance and Energy Insights of LLM Inference Across AI Accelerators

Giacomo Brunetta, Varuni Sastry 0001, Xingfu Wu, Valerie Taylor 0001, Michael E. Papka, Zhiling Lan. Beyond Throughput: Performance and Energy Insights of LLM Inference Across AI Accelerators. In IEEE International Parallel and Distributed Processing Symposium, IPDPS 2026, New Orleans, LA, USA, May 25-29, 2026. pages 970-982, IEEE, 2026. [doi]

Abstract

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