Mohammad Hammoud

Orcid: 0000-0002-5742-6147

Affiliations:
  • Carnegie Mellon University Qatar


According to our database1, Mohammad Hammoud authored at least 33 papers between 2007 and 2021.

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Bibliography

2021
CoCoS: Fast and Accurate Distributed Triangle Counting in Graph Streams.
ACM Trans. Knowl. Discov. Data, 2021

2020
Graphite: A NUMA-aware HPC System for Graph Analytics Based on a new MPI * X Parallelism Model.
Proc. VLDB Endow., 2020

Finding the Best of Both Worlds: Faster and More Robust Top-k Document Retrieval.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Accelerating Distributed Inference of Sparse Deep Neural Networks via Mitigating the Straggler Effect.
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.
Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

2019
Partitioning Graphs for the Cloud using Reinforcement Learning.
CoRR, 2019

Multithreaded Layer-wise Training of Sparse Deep Neural Networks using Compressed Sparse Column.
Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019

Efficient Distributed Graph Analytics using Triply Compressed Sparse Format.
Proceedings of the 2019 IEEE International Conference on Cluster Computing, 2019

2018
LA3: A Scalable Link- and Locality-Aware Linear Algebra-Based Graph Analytics System.
Proc. VLDB Endow., 2018

Numerical approach based on the collection of the most significant modes to solve cyclic transient thermal problems involving different time scales.
J. Comput. Phys., 2018

DiSLR: Distributed Sampling with Limited Redundancy For Triangle Counting in Graph Streams.
CoRR, 2018

Tri-Fly: Distributed Estimation of Global and Local Triangle Counts in Graph Streams.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

PolyHJ: A Polymorphic Main-Memory Hash Join Paradigm for Multi-Core Machines.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Revolver: Vertex-Centric Graph Partitioning Using Reinforcement Learning.
Proceedings of the 11th IEEE International Conference on Cloud Computing, 2018

2017
Application of the Recursive Finite Element Approach on 2D Periodic Structures under Harmonic Vibrations.
Comput., 2017

Cooling PV modules using phase change material.
Proceedings of the 29th International Conference on Microelectronics, 2017

Investigating the effect of the density of phase change materials on cooling electronic packages.
Proceedings of the 29th International Conference on Microelectronics, 2017

2016
DREAM in Action: A Distributed and Adaptive RDF System on the Cloud.
Proceedings of the 25th International Conference on World Wide Web, 2016

2015
Teaching Cybersecurity Using the Cloud.
IEEE Trans. Learn. Technol., 2015

DREAM: Distributed RDF Engine with Adaptive Query Planner and Minimal Communication.
Proc. VLDB Endow., 2015

A Cloud Computing Course: From Systems to Services.
Proceedings of the 46th ACM Technical Symposium on Computer Science Education, 2015

2014
Virtualizing Resources for the Cloud.
Proceedings of the Large Scale and Big Data - Processing and Management., 2014

Distributed Programming for the Cloud: Models, Challenges, and Analytics Engines.
Proceedings of the Large Scale and Big Data - Processing and Management., 2014

2013
MC2: Map Concurrency Characterization for MapReduce on the Cloud.
Proceedings of the 2013 IEEE Sixth International Conference on Cloud Computing, Santa Clara, CA, USA, June 28, 2013

2012
Center-of-Gravity Reduce Task Scheduling to Lower MapReduce Network Traffic.
Proceedings of the 2012 IEEE Fifth International Conference on Cloud Computing, 2012

2011
C-AMTE: A location mechanism for flexible cache management in chip multiprocessors.
J. Parallel Distributed Comput., 2011

Cache equalizer: a placement mechanism for chip multiprocessor distributed shared caches.
Proceedings of the High Performance Embedded Architectures and Compilers, 2011

Locality-Aware Reduce Task Scheduling for MapReduce.
Proceedings of the IEEE 3rd International Conference on Cloud Computing Technology and Science, 2011

2010
A Dynamic Pressure-Aware Associative Placement Strategy for Large Scale Chip Multiprocessors.
IEEE Comput. Archit. Lett., 2010

An intra-tile cache set balancing scheme.
Proceedings of the 19th International Conference on Parallel Architectures and Compilation Techniques, 2010

2009
Dynamic cache clustering for chip multiprocessors.
Proceedings of the 23rd international conference on Supercomputing, 2009

ACM: An Efficient Approach for Managing Shared Caches in Chip Multiprocessors.
Proceedings of the High Performance Embedded Architectures and Compilers, 2009

2007
CA-RAM: A High-Performance Memory Substrate for Search-Intensive Applications.
Proceedings of the 2007 IEEE International Symposium on Performance Analysis of Systems and Software, 2007


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