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Jahanzeb Maqbool Hashmi
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S-Caffe: Co-designing MPI Runtimes and Caffe for Scalable Deep Learning on Modern GPU Clusters
AA Awan, K Hamidouche, JM Hashmi, DK Panda
Proceedings of the 22nd ACM SIGPLAN Symposium on Principles and Practice of …, 2017
1502017
Precise tweet classification and sentiment analysis
R Batool, AM Khattak, J Maqbool, S Lee
2013 IEEE/ACIS 12th International Conference on Computer and Information …, 2013
1092013
A Hybrid Framework for Sentiment Analysis Using Genetic Algorithm Based Feature Reduction
F Iqbal, JM Hashmi, BCM Fung, R Batool, AM Khattak, S Aleem, ...
IEEE Access 7, 14637-14652, 2019
732019
Evaluating ARM HPC clusters for scientific workloads
J Maqbool, S Oh, GC Fox
Concurrency and Computation: Practice and Experience 27 (17), 5390-5410, 2015
262015
Designing efficient shared address space reduction collectives for multi-/many-cores
JM Hashmi, S Chakraborty, M Bayatpour, H Subramoni, DK Panda
2018 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2018
192018
GEMS: GPU-Enabled Memory-Aware Model-Parallelism System for Distributed DNN Training
A Jain, AA Awan, AM Aljuhani, JM Hashmi, QG Anthony, H Subramoni, ...
SC20: International Conference for High Performance Computing, Networking …, 2020
172020
Efficient and scalable multi-source streaming broadcast on gpu clusters for deep learning
CH Chu, X Lu, AA Awan, H Subramoni, J Hashmi, B Elton, DK Panda
2017 46th International Conference on Parallel Processing (ICPP), 161-170, 2017
172017
SALaR: Scalable and Adaptive Designs for Large Message Reduction Collectives
M Bayatpour, JM Hashmi, S Chakraborty, H Subramoni, P Kousha, ...
2018 IEEE International Conference on Cluster Computing (CLUSTER), 12-23, 2018
142018
FALCON: Efficient Designs for Zero-Copy MPI Datatype Processing on Emerging Architectures
JM Hashmi, S Chakraborty, M Bayatpour, H Subramoni, DK Panda
2019 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2019
112019
Towards personalized health profiling in social network
R Batool, WA Khan, M Hussain, J Maqbool, M Afzal, S Lee
2012 6th International Conference on New Trends in Information Science …, 2012
112012
BluesMPI: Efficient MPI Non-blocking Alltoall Offloading Designs on Modern BlueField Smart NICs
M Bayatpour, N Sarkauskas, H Subramoni, JM Hashmi, DK Panda
International Conference on High Performance Computing, 18-37, 2021
92021
FALCON-X: Zero-copy MPI derived datatype processing on modern CPU and GPU architectures
JM Hashmi, CH Chu, S Chakraborty, M Bayatpour, H Subramoni, ...
Journal of Parallel and Distributed Computing 144, 1-13, 2020
92020
High-Performance Adaptive MPI Derived Datatype Communication for Modern Multi-GPU Systems
CH Chu, JM Hashmi, KS Khorassani, H Subramoni, DK Panda
2019 IEEE 26th International Conference on High Performance Computing, Data …, 2019
72019
Cooperative rendezvous protocols for improved performance and overlap
S Chakraborty, M Bayatpour, J Hashmi, H Subramoni, DK Panda
SC18: International Conference for High Performance Computing, Networking …, 2018
62018
Communication-Aware Hardware-Assisted MPI Overlap Engine
M Bayatpour, JH Maqbool, S Chakraborty, KK Suresh, SM Ghazimirsaeed, ...
International Conference on High Performance Computing, 517-535, 2020
42020
Designing a ROCm-Aware MPI Library for AMD GPUs: Early Experiences
K Shafie Khorassani, J Hashmi, CH Chu, CC Chen, H Subramoni, ...
International Conference on High Performance Computing, 118-136, 2021
32021
Scalable MPI Collectives using SHARP: Large Scale Performance Evaluation on the TACC Frontera System
B Ramesh, KK Suresh, N Sarkauskas, M Bayatpour, JM Hashmi, ...
2020 Workshop on Exascale MPI (ExaMPI), 11-20, 2020
32020
Machine-agnostic and Communication-aware Designs for MPI on Emerging Architectures
JM Hashmi, S Xu, B Ramesh, M Bayatpour, H Subramoni, DKDK Panda
2020 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2020
32020
Enabling Performance Efficient Runtime Support for Hybrid MPI+ UPC++ Programming Models
JM Hashmi, K Hamidouche, DK Panda
2016 IEEE 18th International Conference on High Performance Computing and …, 2016
32016
MPI Meets Cloud: Case Study with Amazon EC2 and Microsoft Azure
S Xu, SM Ghazimirsaeed, JM Hashmi, H Subramoni, DK Panda
2020 IEEE/ACM Fourth Annual Workshop on Emerging Parallel and Distributed …, 2020
22020
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