Nawras Alnaasan

According to our database, Nawras Alnaasan authored at least 12 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

HINT: Designing Cache-Efficient MPI_Alltoall using Hybrid Memory Copy Ordering and Non-Temporal Instructions.

Bharath Ramesh, Nick Contini, Nawras Alnaasan, Kaushik Kandadi Suresh, Mustafa Abduljabbar, Aamir Shafi, Hari Subramoni, Dhabaleswar K. D. K. Panda

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

Characterizing Communication in Distributed Parameter-Efficient Fine-Tuning for Large Language Models.

Nawras Alnaasan, Horng-Ruey Huang, Aamir Shafi, Hari Subramoni, Dhabaleswar K. Panda

Proceedings of the IEEE Symposium on High-Performance Interconnects, 2024

Accelerating Large Language Model Training with Hybrid GPU-based Compression.

Lang Xu, Quentin Anthony, Qinghua Zhou, Nawras Alnaasan, Radha Gulhane, Aamir Shafi, Hari Subramoni, Dhabaleswar K. D. K. Panda

Proceedings of the 24th IEEE International Symposium on Cluster, 2024

2023

Performance Characterization of using Quantization for DNN Inference on Edge Devices: Extended Version.

Hyunho Ahn, Tian Chen, Nawras Alnaasan, Aamir Shafi, Mustafa Abduljabbar, Hari Subramoni, Dhabaleswar K. Panda

CoRR, 2023

Performance Characterization of Using Quantization for DNN Inference on Edge Devices.

Hyunho Ahn, Tian Chen, Nawras Alnaasan, Aamir Shafi, Mustafa Abduljabbar, Hari Subramoni, Dhabaleswar K. Panda

Proceedings of the 7th IEEE International Conference on Fog and Edge Computing, 2023

Designing In-network Computing Aware Reduction Collectives in MPI.

Bharath Ramesh, Goutham Kalikrishna Reddy Kuncham, Kaushik Kandadi Suresh, Rahul Vaidya, Nawras Alnaasan, Mustafa Abduljabbar, Aamir Shafi, Hari Subramoni, Dhabaleswar K. D. K. Panda

Proceedings of the IEEE Symposium on High-Performance Interconnects, 2023

Flover: A Temporal Fusion Framework for Efficient Autoregressive Model Parallel Inference.

Jinghan Yao, Nawras Alnaasan, Tian Chen, Aamir Shafi, Hari Subramoni, Dhabaleswar K. D. K. Panda

Proceedings of the 30th IEEE International Conference on High Performance Computing, 2023

HARVEST: High-Performance Artificial Vision Framework for Expert Labeling using Semi-Supervised Training.

Nawras Alnaasan, Matthew Lieber, Aamir Shafi, Hari Subramoni, Scott A. Shearer, Dhabaleswar K. Panda

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Optimizing Distributed DNN Training Using CPUs and BlueField-2 DPUs.

Arpan Jain, Nawras Alnaasan, Aamir Shafi, Hari Subramoni, Dhabaleswar K. Panda

IEEE Micro, 2022

OMB-Py: Python Micro-Benchmarks for Evaluating Performance of MPI Libraries on HPC Systems.

Nawras Alnaasan, Arpan Jain, Aamir Shafi, Hari Subramoni, Dhabaleswar K. Panda

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2022

AccDP: Accelerated Data-Parallel Distributed DNN Training for Modern GPU-Based HPC Clusters.

Nawras Alnaasan, Arpan Jain, Aamir Shafi, Hari Subramoni, Dhabaleswar K. Panda

Proceedings of the 29th IEEE International Conference on High Performance Computing, 2022

2021

Accelerating CPU-based Distributed DNN Training on Modern HPC Clusters using BlueField-2 DPUs.

Arpan Jain, Nawras Alnaasan, Aamir Shafi, Hari Subramoni, Dhabaleswar K. Panda

Proceedings of the IEEE Symposium on High-Performance Interconnects, 2021