Wooseok Kim
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2026
Voltron: Enabling Elastic Multi-Device Execution of LLM Inference for Empowered Edge Intelligence
The paper proposes Voltron, a framework for executing large language model inferences on multiple user-end devices at the edge to achieve higher accuracy and satisfy QoS requirements.
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Papers
cs.DCEmpiricalRecentJul 8, 2026
Voltron: Enabling Elastic Multi-Device Execution of LLM Inference for Empowered Edge Intelligence
Chanwoo Cho, Wooseok Kim, Yonglak Son, Young Seo Lee +1 more
The paper proposes Voltron, a framework for executing large language model inferences on multiple user-end devices at the edge to achieve higher accuracy and satisfy QoS requirements.
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