Evaluating Infrastructure Bottlenecks in Distributed AI Training: A Performance Benchmark Study
Keywords:
Distributed AI training, performance benchmarking, InfiniBand, Horovod, PyTorch DDP, communication latency, scalability, throughput optimization.Abstract
The rapid expansion of artificial intelligence (AI) and the increasing complexity of deeplearning models have intensified the need for efficient distributed training systems. This study, titled “Evaluating Infrastructure
References
Alam, K., Roy, B., Roy, C. K., & Mittal, K. (2025). An empirical investigation on the challenges in scientific workflow systems development. Empirical Software Engineering, 30(5), 151.
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Published
2025-07-15
How to Cite
Sayantan Ghosh and Suvodeep Pyne. (2025). Evaluating Infrastructure Bottlenecks in Distributed AI Training: A Performance Benchmark Study. Journal of Computational Analysis and Applications (JoCAAA), 34(7), 445–461. Retrieved from https://www.eudoxuspress.com/index.php/pub/article/view/4054
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