Abstract: We study the optimal parallelization strategy of large language models (LLMs) and demonstrate that LLM training workloads generate sparse communication patterns in the network. Consequently, ...
Abstract: Temporal data analysis plays a pivotal role in applications such as weather forecasting, traffic flow management, energy consumption monitoring, and other areas of urban computing. In recent ...