NOWLAB :: Publications

Conferences & Workshops (5)
1	HyperSack: Distributed Hyperparameter Optimization for Deep Learning using Resource-Aware Scheduling on Heterogeneous GPU Systems N. Alnaasan, B. Ramesh, J. Yao, A. Shafi, H. Subramoni, and DK Panda, 31st IEEE International Conference on High Performance Computing, Data, and Analytics, Dec 2024 [Bib - Plain]
2	Exploiting Inter-Layer Expert Affinity for Accelerating Mixture-of-Experts Model Inference J. Yao, Q. Anthony, A. Shafi, H. Subramoni, and DK Panda, 38th IEEE International Parallel & Distributed Processing Symposium, May 2024 [Bib - Plain]
3	Flover: A Temporal Fusion Framework for Efficient Autoregressive Model Parallel Inference J. Yao, N. Alnaasan, T. Chen, A. Shafi, H. Subramoni, and DK Panda, 30th IEEE INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING, DATA, & ANALYTICS, Dec 2023 [Bib - Plain]
4	MPI-xCCL: A Portable MPI Library over Collective Communication Libraries for Various Accelerators C. Chen, K. Khorassani, P. Kousha, Q. Zhou, J. Yao, H. Subramoni, and DK Panda, Sixth Annual Workshop on Emerging Parallel and Distributed Runtime Systems and Middleware, Nov 2023 [Bib - Plain]
5	A Novel Framework for Efficient Offloading of Communication Operations to Bluefield SmartNICs K. Suresh, B. Michalowicz, B. Ramesh, N. Contini, J. Yao, S. Xu, A. Shafi, H. Subramoni, and DK Panda, 37th IEEE International Parallel & Distributed Processing Symposium (IPDPS '23), May 2023 [Bib - Plain]