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Enhancing Training Efficiency: A Novel Approach to Handling GPU Failures in Large-Scale Distributed System for LLM Training

Year: 2025

Type: conference-paper

Source: IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS)

DOI: 10.1109/aicas64808.2025.11173089

Authors: Kiran Gunnam, Pranshu Tapan Mandal, Shivam Khandelwal, Rajesh Bhagwat

Institution: Micron (United States)

Language: English

Topic: Distributed systems and fault tolerance

Subfield: Computer Networks and Communications

Field: Computer Science

Domain: Physical Sciences

Open Access status: closed

OpenAlex ID: W4414500386

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