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Mohammad Hammoud
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Locality-aware reduce task scheduling for MapReduce
M Hammoud, MF Sakr
2011 IEEE Third International Conference on Cloud Computing Technology and …, 2011
2312011
DREAM: distributed RDF engine with adaptive query planner and minimal communication
M Hammoud, DA Rabbou, R Nouri, SMR Beheshti, S Sakr
Proceedings of the VLDB Endowment 8 (6), 654-665, 2015
1412015
Center-of-gravity reduce task scheduling to lower mapreduce network traffic
M Hammoud, MS Rehman, MF Sakr
2012 IEEE Fifth International Conference on Cloud Computing, 49-58, 2012
1282012
Teaching cybersecurity using the cloud
K Salah, M Hammoud, S Zeadally
IEEE Transactions on Learning Technologies 8 (4), 383-392, 2015
832015
CA-RAM: A high-performance memory substrate for search-intensive applications
S Cho, JR Martin, R Xu, MH Hammoud, R Melhem
2007 IEEE International Symposium on Performance Analysis of Systems …, 2007
442007
Dynamic cache clustering for chip multiprocessors
M Hammoud, S Cho, R Melhem
Proceedings of the 23rd international conference on Supercomputing, 56-67, 2009
402009
Acm: An efficient approach for managing shared caches in chip multiprocessors
M Hammoud, S Cho, R Melhem
High Performance Embedded Architectures and Compilers: Fourth International …, 2009
392009
Tri-fly: Distributed estimation of global and local triangle counts in graph streams
K Shin, M Hammoud, E Lee, J Oh, C Faloutsos
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 651-663, 2018
212018
LA3: A scalable link-and locality-aware linear algebra-based graph analytics system
Y Ahmad, O Khattab, A Malik, A Musleh, M Hammoud, M Kutlu, ...
Proceedings of the VLDB Endowment 11 (8), 920-933, 2018
192018
Finding the best of both worlds: Faster and more robust top-k document retrieval
O Khattab, M Hammoud, T Elsayed
Proceedings of the 43rd International ACM SIGIR Conference on Research and …, 2020
172020
Multithreaded layer-wise training of sparse deep neural networks using compressed sparse column
MH Mofrad, R Melhem, Y Ahmad, M Hammoud
2019 IEEE High Performance Extreme Computing Conference (HPEC), 1-6, 2019
172019
DREAM in action: a distributed and adaptive RDF system on the cloud
A Hasan, M Hammoud, R Nouri, S Sakr
Proceedings of the 25th International Conference Companion on World Wide Web …, 2016
142016
Revolver: vertex-centric graph partitioning using reinforcement learning
MH Mofrad, R Melhem, M Hammoud
2018 IEEE 11th International Conference on Cloud Computing (CLOUD), 818-821, 2018
132018
Graphite: A NUMA-aware HPC system for graph analytics based on a new MPI* X parallelism model
MH Mofrad, R Melhem, Y Ahmad, M Hammoud
Proceedings of the VLDB Endowment 13 (6), 783-797, 2020
122020
A dynamic pressure-aware associative placement strategy for large scale chip multiprocessors
M Hammoud, S Cho, R Melhem
IEEE Computer Architecture Letters 9 (1), 29-32, 2010
122010
Studying the effects of hashing of sparse deep neural networks on data and model parallelisms
MH Mofrad, R Melhem, Y Ahmad, M Hammoud
2020 IEEE High Performance Extreme Computing Conference (HPEC), 1-7, 2020
112020
A cloud computing course: from systems to services
MS Rehman, J Boles, M Hammoud, MF Sakr
Proceedings of the 46th ACM Technical Symposium on Computer Science …, 2015
112015
Efficient distributed graph analytics using triply compressed sparse format
MH Mofrad, R Melhem, Y Ahmad, M Hammoud
2019 IEEE International Conference on Cluster Computing (CLUSTER), 1-11, 2019
102019
Cache equalizer: a placement mechanism for chip multiprocessor distributed shared caches
M Hammoud, S Cho, RG Melhem
Proceedings of the 6th International Conference on High Performance and …, 2011
102011
Cocos: Fast and accurate distributed triangle counting in graph streams
K Shin, E Lee, J Oh, M Hammoud, C Faloutsos
ACM Transactions on Knowledge Discovery from Data (TKDD) 15 (3), 1-30, 2021
82021
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