Nawras Alnaasan

18 papers A 1B 2C 1Misc 7Journal 6Unranked 1
YearRankTypeTitle / Venue / Authors
2025 Misc conf
Characterizing Communication Patterns in Distributed Large Language Model Inference.
HOTI
Lang Xu, Kaushik Kandadi Suresh, Quentin Anthony, Nawras Alnaasan, Dhabaleswar K. Panda
2025 J jnl
Characterizing Communication Patterns in Distributed Large Language Model Inference.
CoRR
Lang Xu, Kaushik Kandadi Suresh, Quentin Anthony, Nawras Alnaasan, Dhabaleswar K. Panda
2024 B conf
Accelerating Large Language Model Training with Hybrid GPU-based Compression.
CCGrid
Lang Xu, Quentin Anthony, Qinghua Zhou, Nawras Alnaasan, Radha Gulhane, Aamir Shafi, Hari Subramoni, Dhabaleswar K. D. K. Panda
2024 J jnl
Accelerating Large Language Model Training with Hybrid GPU-based Compression.
CoRR
Lang Xu, Quentin Anthony, Qinghua Zhou, Nawras Alnaasan, Radha Gulhane, Aamir Shafi, Hari Subramoni, Dhabaleswar K. Panda
2024 Misc conf
Characterizing Communication in Distributed Parameter-Efficient Fine-Tuning for Large Language Models.
HOTI
Nawras Alnaasan, Horng-Ruey Huang, Aamir Shafi, Hari Subramoni, Dhabaleswar K. Panda
2024 A conf
HINT: Designing Cache-Efficient MPI_Alltoall using Hybrid Memory Copy Ordering and Non-Temporal Instructions.
IPDPS
Bharath Ramesh, Nick Contini, Nawras Alnaasan, Kaushik Kandadi Suresh, Mustafa Abduljabbar, Aamir Shafi, Hari Subramoni, Dhabaleswar K. D. K. Panda
2024 Misc conf
HyperSack: Distributed Hyperparameter Optimization for Deep Learning using Resource-Aware Scheduling on Heterogeneous GPU Systems.
HiPC
Nawras Alnaasan, Bharath Ramesh, Jinghan Yao, Aamir Shafi, Hari Subramoni, Dhabaleswar K. Panda
2023 Misc conf
Designing In-network Computing Aware Reduction Collectives in MPI.
HOTI
Bharath Ramesh, Goutham Kalikrishna Reddy Kuncham, Kaushik Kandadi Suresh, Rahul Vaidya, Nawras Alnaasan, Mustafa Abduljabbar, Aamir Shafi, Hari Subramoni, Dhabaleswar K. D. K. Panda
2023 Misc conf
Flover: A Temporal Fusion Framework for Efficient Autoregressive Model Parallel Inference.
HiPC
Jinghan Yao, Nawras Alnaasan, Tian Chen, Aamir Shafi, Hari Subramoni, Dhabaleswar K. D. K. Panda
2023 J jnl
Flover: A Temporal Fusion Framework for Efficient Autoregressive Model Parallel Inference.
CoRR
Jinghan Yao, Nawras Alnaasan, Tian Chen, Aamir Shafi, Hari Subramoni, Dhabaleswar K. Panda
2023 B conf
HARVEST: High-Performance Artificial Vision Framework for Expert Labeling using Semi-Supervised Training.
IEEE Big Data
Nawras Alnaasan, Matthew Lieber, Aamir Shafi, Hari Subramoni, Scott A. Shearer, Dhabaleswar K. Panda
2023 C conf
Performance Characterization of Using Quantization for DNN Inference on Edge Devices.
ICFEC
Hyunho Ahn, Tian Chen, Nawras Alnaasan, Aamir Shafi, Mustafa Abduljabbar, Hari Subramoni, Dhabaleswar K. Panda
2023 J jnl
Performance Characterization of using Quantization for DNN Inference on Edge Devices: Extended Version.
CoRR
Hyunho Ahn, Tian Chen, Nawras Alnaasan, Aamir Shafi, Mustafa Abduljabbar, Hari Subramoni, Dhabaleswar K. Panda
2022 Misc conf
AccDP: Accelerated Data-Parallel Distributed DNN Training for Modern GPU-Based HPC Clusters.
HIPC
Nawras Alnaasan, Arpan Jain, Aamir Shafi, Hari Subramoni, Dhabaleswar K. Panda
2022 — conf
OMB-Py: Python Micro-Benchmarks for Evaluating Performance of MPI Libraries on HPC Systems.
IPDPS Workshops
Nawras Alnaasan, Arpan Jain, Aamir Shafi, Hari Subramoni, Dhabaleswar K. Panda
2022 J jnl
Optimizing Distributed DNN Training Using CPUs and BlueField-2 DPUs.
IEEE Micro
Arpan Jain, Nawras Alnaasan, Aamir Shafi, Hari Subramoni, Dhabaleswar K. Panda
2021 Misc conf
Accelerating CPU-based Distributed DNN Training on Modern HPC Clusters using BlueField-2 DPUs.
HOTI
Arpan Jain, Nawras Alnaasan, Aamir Shafi, Hari Subramoni, Dhabaleswar K. Panda
2021 J jnl
OMB-Py: Python Micro-Benchmarks for Evaluating Performance of MPI Libraries on HPC Systems.
CoRR
Nawras Alnaasan, Arpan Jain, Aamir Shafi, Hari Subramoni, Dhabaleswar K. Panda