M. Mustafa Rafique  M. Mustafa Rafique photo       

contact information

Research Scientist - Exascale Systems
Ireland Research Lab, Dublin, Ireland

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2017

Evaluation of Data Locality Strategies for Hybrid Cloud Bursting of Iterative MapReduce
Francisco J. Clemente-Castell'o, Bogdan Nicolae, M. Mustafa Rafique, Rafael Mayo, and Juan Carlos Fern'andez
In Proceedings of the 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid), 2017

Optimization of data-intensive workflows in stream-based data processing models
Saima Gulzar Ahmad, Chee Sun Liew, M. Mustafa Rafique, and Ehsan Ullah Munir
The Journal of Supercomputing, Springer US, 2017


2016

On Exploiting Data Locality for Iterative MapReduce Applications in Hybrid Clouds
Francisco J. Clemente-Castell'o, Bogdan Nicolae, M. Mustafa Rafique, Rafael Mayo, and Juan Carlos Fern'andez
In Proceedings of the 3rd IEEE/ACM International Conference on Big Data Computing, Applications and Technologies (BDCAT), 2016

An Accelerated Framework for the Classification of Biological Targets from Solid-state Micropore Data
Madiha Hanif, Abdul Hafeez, Yusuf Suleman, M. Mustafa Rafiqu e, Ali R. Butt, and Samir M. Iqbal
Journal of Computer Methods and Programs in Biomedicine 134(C), 53-67, Elsevier North-Holland, 2016

Adaptive Energy-Efficient Clustering Path Planning Routing Protocols for Heterogene ous Wireless Sensor Networks
Muhammad Aslam, Ehsan Ullah Munir, M. Mustafa Rafique, and Xiaopeng Hu
Wireless Sensor Networks . Journal of Sustainable Computing: Informatics and Systems12, 57-71, Elsevier North-Holland, 2016

CHOPPER: Optimizing Data Partitioning for In-Memory Data Analytics Frameworks
Arnab Kumar Paul, Wenjie Zhuang, Luna Xu, Min Li, M. Mustafa R afique and Ali R. Butt
In Proceedings of the 18th IEEE International Conference on Cluster Computing (Cluster), IEEE, 2016

On Efficient Hierarchical Storage for Big Data Processing
Krish K. R., Bharti Wadhwa, M. Safdar Iqbal, M. Mustafa Rafique, and Ali R. Butt
In Proceedings of the 16th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid), IEEE/ACM, 2016


2015

Enabling Big Data Analytics in the Hybrid Cloud using Iterative MapReduce
Francisco J. Clemente-Castello, Bogdan Nicolae, Kostas Katrinis, M. Mustafa Rafique, RafaelMayo, Juan Carlos Fernandez, and Daniela Loreti
In Proceedings of the 8th IEEE/ACM International Conference on Utility and Cloud Computing (UCC), IEEE/ACM, 2015

Realizing Accelerated Cost-Effective Distributed RAID
Aleksandr Khasymski, M. Mustafa Rafique, Ali R. Butt, Sudharshan S. Vazhkudai, and Dimitrios S. Nikolopoulos
Book chapter in "Handbook on Data Centers", Springer, 2015

HETS: Heterogeneous Edge and Task Scheduling Algorithm for Heterogeneous Computing Systems
Anum Masood, Ehsan Ullah Munir, M. Mustafa Rafique, and Samee U. Khan
In Proceedings of the 7th IEEE International Workshop on Multicore and Multithreaded Architectures and Algorithms (M2A2), IEEE, 2015

Eliminating the State of Ping-Pong forMobile IP Optimization
Asma Rafiq, Ehsan Ullah Munir and M. Mustafa Rafique
Wireless Personal Communications (WPC), 1-14, Springer US, 2015

Heterogeneous Cloud Systems Monitoring Using Semantic and Linked Data Technologies
Alessandro Portosa, M. Mustafa Rafique, Spyros Kotoulas, Luca Foschini, and Antonio Corradi
In Proceeding of the IEEE/IFIP International Symposium on Integrated Network Management (IM), IEEE/IFIP, 2015


2014

Programming and Managing Resources on Accelerator-Enabled Clusters
M. Mustafa Rafique, Ali R. Butt, and Dimitrios S. Nikolopoulos
Programming Multi-core and Many-core Computing Systems, 2014
Ed. by Sabri Pllana, Fatos Xhafa. Wiley Series on Parallel and Distributed Computing. Wiley-Blackwell.

Towards Energy Awareness in Hadoop
Krish K. R., M. Safdar Iqbal, M. Mustafa Rafique, and Ali R. Butt
International Workshop on Network-Aware Data Management (NDM), 2014

Data-Intensive Workflow Optimization based on Application Task Graph Partitioning in Heterogeneous Computing Systems
Saima Gulzar Ahmad, Chee Sun Liew, M. Mustafa Rafique, Ehsan Ullah Munir, and Samee U. Khan
IEEE International Conference on Big Data and Cloud Computing (BDCloud), IEEE, 2014

GreenSched: A Hadoop Workflow Scheduler for Microservers
Krish K. R., M. Safdar Iqbal, M. Mustafa Rafique
IEEE International Workshop on Green Programming, Computing, and Data Processing (GPCDP), 2014

A Capacity Allocation Approach for Volunteer Cloud Federations Using Poisson-Gamma Gibbs Sampling
Abdelmounaam Rezgui, Gary Quezada, M. Mustafa Rafique, and Zaki Malik
In Proceedings of the 7th IEEE International Conference on Cloud Computing (CLOUD), 2014

Distributed Detection of Cancer Cells in Cellular Spike Streams
Abdul Hafeez, M. Mustafa Rafique, and Ali R. Butt
In Proceedings of theWorkshop on Clusters, Clouds and Grids for Health (CCGRID-Health), 2014

C-Cell Detector: High-ThroughputData Processing Framework for the Detection and Identification of Biological Targets using Solid-State Micropores
Abdul Hafeez, M. Mustafa Rafique and Ali R. Butt
In Proceedings of the 6th International Conference on Bioinformatics and Computational Biology (BICOB), ISCA, 2014

An Advanced Heterogeneity-aware Centralized Energy Efficient Clustering Routing Protocol for Wireless Sensor Networks
Ehsan Ullah Munir, Muhammad Aslam, Tauseef Shah, M. Mustafa Rafique
International Green Computing Conference (IGCC), IEEE, 2014


2013

Leveraging Collaborative Content Exchange for On-Demand VM Multi-Deployments in IaaS Clouds
Bogdan Nicolae, M. Mustafa Rafique
Euro-Par '13: 19th International Euro-Par Conference on Parallel Processing, 2013

Dynamic Sharing of GPUs in Cloud Systems
Khaled Diab, M. Mustafa Rafique, Mohamed Hefeeda
High-Performance Grid and Cloud Computing Workshop, IEEE, 2013


2012

GPU-based real-time detection and analysis of biological targets using solid-state nanopores
A. Hafeez, W. Asghar, M.M. Rafique, S.M. Iqbal, A.R. Butt
Medical and Biological Engineering and Computing 50(6), 1--11, Springer, 2012

On the Use of GPUs in Realizing Cost-Effective Distributed RAID
A. Khasymski, M.M. Rafique, A.R. Butt, S.S. Vazhkudai, and D.S. Nikolopoulos
International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems (MASCOTS), IEEE, 2012


2011

Power management for heterogeneous clusters: An experimental study
M.M. Rafique, N. Ravi, S. Cadambi, A.R. Butt, S. Chakradhar
Green Computing Conference and Workshops (IGCC), 2011 International, pp. 1--8


Symphony: A Scheduler for Client-Server Applications on Coprocessor-based Heterogeneous Clusters
M.M. Rafique, S. Cadambi, K. Rao, A.R. Butt, S. Chakradhar
Cluster Computing (CLUSTER), 2011 IEEE International Conference on, pp. 353--362

Reusable software components for accelerator-based clusters
M.M. Rafique, A.R. Butt, E. Tilevich
Journal of Systems and Software, Elsevier, 2011

A capabilities-aware framework for using computational accelerators in data-intensive computing
M.M. Rafique, A.R. Butt, D.S. Nikolopoulos
Journal of Parallel and Distributed Computing 71(2), 185--197, Elsevier, 2011


2010

A Capabilities-Aware Programming Model for Asymmetric High-End Systems
M.M. Rafique
Cluster, Cloud and Grid Computing (CCGrid), 2010 10th IEEE/ACM International Conference on, pp. 844--849

Designing accelerator-based distributed systems for high performance
M.M. Rafique, A.R. Butt, D.S. Nikolopoulos
Cluster, Cloud and Grid Computing (CCGrid), 2010 10th IEEE/ACM International Conference on, pp. 165--174


2009

Supporting Data-Intensive Applications on Accelerator-Based Distributed Systems
M.M. Rafique, A.R. Butt, D.S. Nikolopoulos
Refereed Poster at 7th USENIX Conference on File and Storage Technologies (FAST), USENIX, 2009

CellMR: A framework for supporting mapreduce on asymmetric cell-based clusters
M.M. Rafique, B. Rose, A.R. Butt, D.S. Nikolopoulos
Parallel \& Distributed Processing, 2009. IPDPS 2009. IEEE International Symposium on, pp. 1--12

Supporting mapreduce on large-scale asymmetric multi-core clusters
M.M. Rafique, B. Rose, A.R. Butt, D.S. Nikolopoulos
ACM SIGOPS Operating Systems Review 43(2), 25--34, ACM, 2009


2008

Supporting I/O-Intensive Workloads on the Cell Architecture
M.M. Rafique, A.R. Butt, D.S. Nikolopoulos
Proc. USENIX FAST, 2008

Dma-based prefetching for i/o-intensive workloads on the cell architecture
M.M. Rafique, A.R. Butt, D.S. Nikolopoulos
Proceedings of the 5th conference on Computing frontiers, pp. 23--32, 2008


2003

Urdu Speech Synthesis System
N. Khalid, S.R. Shahid, M.K. Riaz, A.M. Saleem, M.M. Rafique, H. Kabir
2003 - people.cs.vt.edu


2002

Urdu Consonantal and Vocalic Sounds
A.M. Saleem, H. Kabir, M.K. Riaz, M.M. Rafique, N. Khalid, S.R. Shahid
CRULP Annual Student Report, 2002


Year Unknown

VOWEL INSERTION GRAMMAR
M.K. RIAZ, M.M. RAFIQUE, S.R. SHAHID
crulp.org, 0