most citedKAITIAN: A Unified Communication Framework for Enabling Efficient Collaboration Across Heterogeneous Accelerators in Embodied AI Systems

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cs.AR2025

ODMA: On-Demand Memory Allocation Strategy for LLM Serving on LPDDR-Class Accelerators

Guoqiang Zou, Wanyu Wang, Hao Zheng +2

Existing memory management techniques severely hinder efficient Large Language Model serving on accelerators constrained by poor random-access bandwidth.While static pre-allocation…