NOWLAB :: Publications

Nawras Alnaasan

This page lists the publications by Nawras Alnaasan as the first author

Conferences &
Workshops

Conferences & Workshops (8)
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	HARVEST-2.0: High-Performance Vision Framework for End-to-end Preprocessing, Training, Inference, and Visualization N. Alnaasan, A. Potlapally, T. Chen, M. Lieber, A. Shafi, H. Subramoni, S. Shearer, and DK Panda, The International Conference for High Performance Computing, Networking, Storage, and Analysis (SC'24), Nov 2024 [Research Poster] [Bib - Plain]
3	Characterizing Communication in Distributed Parameter-Efficient Fine-Tuning for Large Language Models N. Alnaasan, H. Huang, A. Shafi, H. Subramoni, and DK Panda, IEEE Hot Interconnects Symposium 2024, Aug 2024 [Bib - Plain]
4	High-Performance Semi-Supervised Learning with HARVEST: A Distributed Computer Vision Framework for Expert Labeling N. Alnaasan, M. Lieber, A. Shafi, H. Subramoni, S. Shearer, and DK Panda, ISC HIGH PERFORMANCE 2024, May 2024 [Research Poster] [Best Poster Award] [Bib - Plain]
5	HARVEST: High-Performance Artificial Vision Framework for Expert Labeling using Semi-Supervised Training N. Alnaasan, M. Lieber, A. Shafi, H. Subramoni, S. Shearer, and DK Panda, 2023 IEEE International Conference on Big Data, Dec 2023 [Bib - Plain]
6	AccDP: Accelerated Data-Parallel Distributed DNN Training for Modern GPU-Based HPC Clusters N. Alnaasan, A. Jain, A. Shafi, H. Subramoni, and DK Panda, 29th IEEE International Conference on High Performance Computing, Data, and Analytics, Dec 2022 [Bib - Plain]
7	OMB-Py: Python Micro-Benchmarks for Evaluating Performance of MPI Libraries on HPC Systems N. Alnaasan, A. Jain, A. Shafi, H. Subramoni, and DK Panda, 23rd Parallel and Distributed Scientific and Engineering Computing Workshop (PDSEC) at IPDPS22, May 2022 [Bib - Plain]
8	OMB-Py: Python Micro-Benchmarks for Evaluating Performance of MPI Libraries and Machine Learning Applications on HPC Systems N. Alnaasan, A. Jain, A. Shafi, H. Subramoni, and DK Panda, ISC HIGH PERFORMANCE 2022, May 2022 [Research Poster] [Best Poster Award] [Bib - Plain]