Mohammad Hammoud

Publication Activity (10 Years)

Years Active: 2009-2021
Publications (10 Years): 21

Top Topics

Graph Partitioning

Cloud Computing

Top Venues

Proc. VLDB Endow.

Publications

Kijung Shin, Euiwoong Lee, Jinoh Oh, Mohammad Hammoud, Christos Faloutsos
CoCoS: Fast and Accurate Distributed Triangle Counting in Graph Streams. ACM Trans. Knowl. Discov. Data 15 (3) (2021)
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)
Omar Khattab, Mohammad Hammoud, Tamer Elsayed
Finding the Best of Both Worlds: Faster and More Robust Top-k Document Retrieval. SIGIR (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)
Kijung Shin, Mohammad Hammoud, Euiwoong Lee, Jinoh Oh, Christos Faloutsos
Tri-Fly: Distributed Estimation of Global and Local Triangle Counts in Graph Streams. PAKDD (3) (2018)
Kijung Shin, Euiwoong Lee, Jinoh Oh, Mohammad Hammoud, Christos Faloutsos
DiSLR: Distributed Sampling with Limited Redundancy For Triangle Counting in Graph Streams. CoRR (2018)
Mohammad Hasanzadeh-Mofrad, Rami G. Melhem, Mohammad Hammoud
Revolver: Vertex-Centric Graph Partitioning Using Reinforcement Learning. IEEE CLOUD (2018)
Ahmad Al Takash, Marianne Beringhier, Mohammad Hammoud, Jean-Claude Grandidier
Numerical approach based on the collection of the most significant modes to solve cyclic transient thermal problems involving different time scales. J. Comput. Phys. 375 (2018)
Muhammad Yousuf Ahmad, Omar Khattab, Arsal Malik, Ahmad Musleh, Mohammad Hammoud, Mücahid Kutlu, Mostafa Shehata, Tamer Elsayed
LA3: A Scalable Link- and Locality-Aware Linear Algebra-Based Graph Analytics System. Proc. VLDB Endow. 11 (8) (2018)
Omar Khattab, Mohammad Hammoud, Omar Shekfeh
PolyHJ: A Polymorphic Main-Memory Hash Join Paradigm for Multi-Core Machines. CIKM (2018)
Hussein Farhat, Ibrahim Mjallal, Mohammad Hammoud, Samer Ali, Ali Al Shaer, Ali Assi, Ibrahim Assi
Investigating the effect of the density of phase change materials on cooling electronic packages. ICM (2017)
Reem A. Yassine, Faten Salman, Ali Al Shaer, Mohammad Hammoud, Denis Duhamel
Application of the Recursive Finite Element Approach on 2D Periodic Structures under Harmonic Vibrations. Comput. 5 (1) (2017)
Fadel Kawtharani, Ali Kawtharani, Mohammad Hammoud, Ali Hallal, Ali Shaito, Ali Assi, Ibrahim Assi
Cooling PV modules using phase change material. ICM (2017)
Aisha Hasan, Mohammad Hammoud, Reza Nouri, Sherif Sakr
DREAM in Action: A Distributed and Adaptive RDF System on the Cloud. WWW (Companion Volume) (2016)
Khaled Salah, Mohammad Hammoud, Sherali Zeadally
Teaching Cybersecurity Using the Cloud. IEEE Trans. Learn. Technol. 8 (4) (2015)
M. Suhail Rehman, Jason Boles, Mohammad Hammoud, Majd F. Sakr
A Cloud Computing Course: From Systems to Services. SIGCSE (2015)
Mohammad Hammoud, Dania Abed Rabbou, Reza Nouri, Seyed-Mehdi-Reza Beheshti, Sherif Sakr
DREAM: Distributed RDF Engine with Adaptive Query Planner and Minimal Communication. Proc. VLDB Endow. 8 (6) (2015)
Mohammad Hammoud, Majd F. Sakr
MC2: Map Concurrency Characterization for MapReduce on the Cloud. IEEE CLOUD (2013)
Mohammad Hammoud, M. Suhail Rehman, Majd F. Sakr
Center-of-Gravity Reduce Task Scheduling to Lower MapReduce Network Traffic. IEEE CLOUD (2012)
Mohammad Hammoud, Sangyeun Cho, Rami G. Melhem
C-AMTE: A location mechanism for flexible cache management in chip multiprocessors. J. Parallel Distributed Comput. 71 (6) (2011)
Mohammad Hammoud, Sangyeun Cho, Rami G. Melhem
Cache equalizer: a placement mechanism for chip multiprocessor distributed shared caches. HiPEAC (2011)
Mohammad Hammoud, Majd F. Sakr
Locality-Aware Reduce Task Scheduling for MapReduce. CloudCom (2011)
Mohammad Hammoud, Sangyeun Cho, Rami G. Melhem
An intra-tile cache set balancing scheme. PACT (2010)
Mohammad Hammoud, Sangyeun Cho, Rami G. Melhem
A Dynamic Pressure-Aware Associative Placement Strategy for Large Scale Chip Multiprocessors. IEEE Comput. Archit. Lett. 9 (1) (2010)
Mohammad Hammoud, Sangyeun Cho, Rami G. Melhem
Dynamic cache clustering for chip multiprocessors. ICS (2009)
Mohammad Hammoud, Sangyeun Cho, Rami G. Melhem
ACM: An Efficient Approach for Managing Shared Caches in Chip Multiprocessors. HiPEAC (2009)