Mohammad H. Mofrad

According to our database, Mohammad H. Mofrad authored at least 13 papers between 2017 and 2020.

Collaborative distances:

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

2020

Graphite: A NUMA-aware HPC System for Graph Analytics Based on a new MPI * X Parallelism Model.

Mohammad Hasanzadeh-Mofrad, Rami G. Melhem, Muhammad Yousuf Ahmad, Mohammad Hammoud

Proc. VLDB Endow., 2020

Accelerating Distributed Inference of Sparse Deep Neural Networks via Mitigating the Straggler Effect.

Mohammad Hasanzadeh-Mofrad, Rami G. Melhem, Muhammad Yousuf Ahmad, Mohammad Hammoud

Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

Studying the Effects of Hashing of Sparse Deep Neural Networks on Data and Model Parallelisms.

Mohammad Hasanzadeh-Mofrad, Rami G. Melhem, Muhammad Yousuf Ahmad, Mohammad Hammoud

Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

2019

Partitioning Graphs for the Cloud using Reinforcement Learning.

Mohammad Hasanzadeh-Mofrad, Rami G. Melhem, Mohammad Hammoud

CoRR, 2019

Multithreaded Layer-wise Training of Sparse Deep Neural Networks using Compressed Sparse Column.

Mohammad Hasanzadeh-Mofrad, Rami G. Melhem, Muhammad Yousuf Ahmad, Mohammad Hammoud

Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019

Efficient Distributed Graph Analytics using Triply Compressed Sparse Format.

Mohammad Hasanzadeh-Mofrad, Rami G. Melhem, Muhammad Yousuf Ahmad, Mohammad Hammoud

Proceedings of the 2019 IEEE International Conference on Cluster Computing, 2019

2018

Learning Automata Clustering.

Mohammad Hasanzadeh-Mofrad, Alireza Rezvanian

J. Comput. Sci., 2018

A Bi-population Particle Swarm Optimizer for Learning Automata based Slow Intelligent System.

Mohammad Hasanzadeh-Mofrad, S. K. Chang

CoRR, 2018

Speech recognition and voice separation for the internet of things.

Mohammad Hasanzadeh-Mofrad, Daniel Mossé

Proceedings of the 8th International Conference on the Internet of Things, 2018

Revolver: Vertex-Centric Graph Partitioning Using Reinforcement Learning.

Mohammad Hasanzadeh-Mofrad, Rami G. Melhem, Mohammad Hammoud

Proceedings of the 11th IEEE International Conference on Cloud Computing, 2018

2017

Leveraging Intel SGX to Create a Nondisclosure Cryptographic library.

Mohammad H. Mofrad, Adam Lee, Spencer L. Gray

CoRR, 2017

Detecting Sexually Provocative Images.

Debashis Ganguly, Mohammad H. Mofrad, Adriana Kovashka

Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Harvesting Underutilized Resources to Improve Responsiveness and Tolerance to Crash and Silent Faults for Data-Intensive Applications.

Debashis Ganguly, Mohammad H. Mofrad, Taieb Znati, Rami G. Melhem, John R. Lange

Proceedings of the 2017 IEEE 10th International Conference on Cloud Computing (CLOUD), 2017