CBA: Communication-Bound-Aware Cross-Domain Resource Assignment for Pipeline-Parallel Distributed LLM Training in Dynamic Multi-DC Optical Networks

This research paper introduces CBA, a method for optimizing resource allocation in distributed LLM training across multiple data centers connected by optical networks. The focus is on addressing communication bottlenecks, a key challenge in large-scale LLM training. The paper likely explores the performance benefits of CBA compared to existing methods, potentially through simulations or experiments. The use of 'dynamic multi-DC optical networks' suggests a focus on adaptability and efficiency in a changing network environment.

• •Focuses on optimizing resource allocation for distributed LLM training.
• •Addresses communication bottlenecks in multi-DC optical networks.
• •Proposes a method called CBA (Communication-Bound-Aware).
• •Aims to improve efficiency and adaptability in dynamic network environments.