Mohammad Hasanzadeh-Mofrad

Publication Activity (10 Years)

Years Active: 2018-2020
Publications (10 Years): 10

Top Topics

Graph Partitioning

Learning Automata

Top Venues

Proc. VLDB Endow.

Publications

Mohammad Hasanzadeh-Mofrad, Rami G. Melhem, Muhammad Yousuf Ahmad, Mohammad Hammoud
Graphite: A NUMA-aware HPC System for Graph Analytics Based on a new MPI * X Parallelism Model. Proc. VLDB Endow. 13 (6) (2020)
Mohammad Hasanzadeh-Mofrad, Rami G. Melhem, Muhammad Yousuf Ahmad, Mohammad Hammoud
Accelerating Distributed Inference of Sparse Deep Neural Networks via Mitigating the Straggler Effect. HPEC (2020)
Mohammad Hasanzadeh-Mofrad, Rami G. Melhem, Muhammad Yousuf Ahmad, Mohammad Hammoud
Studying the Effects of Hashing of Sparse Deep Neural Networks on Data and Model Parallelisms. HPEC (2020)
Mohammad Hasanzadeh-Mofrad, Rami G. Melhem, Muhammad Yousuf Ahmad, Mohammad Hammoud
Multithreaded Layer-wise Training of Sparse Deep Neural Networks using Compressed Sparse Column. HPEC (2019)
Mohammad Hasanzadeh-Mofrad, Rami G. Melhem, Mohammad Hammoud
Partitioning Graphs for the Cloud using Reinforcement Learning. CoRR (2019)
Mohammad Hasanzadeh-Mofrad, Rami G. Melhem, Muhammad Yousuf Ahmad, Mohammad Hammoud
Efficient Distributed Graph Analytics using Triply Compressed Sparse Format. CLUSTER (2019)
Mohammad Hasanzadeh-Mofrad, Rami G. Melhem, Mohammad Hammoud
Revolver: Vertex-Centric Graph Partitioning Using Reinforcement Learning. IEEE CLOUD (2018)
Mohammad Hasanzadeh-Mofrad, Alireza Rezvanian
Learning Automata Clustering. J. Comput. Sci. 24 (2018)
Mohammad Hasanzadeh-Mofrad, S. K. Chang
A Bi-population Particle Swarm Optimizer for Learning Automata based Slow Intelligent System. CoRR (2018)
Mohammad Hasanzadeh-Mofrad, Daniel Mossé
Speech recognition and voice separation for the internet of things. IOT (2018)