M. Mustafa Rafique

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 35

Top Topics

Top Venues

Publications

Avinash Maurya, Robert Underwood, M. Mustafa Rafique, Franck Cappello, Bogdan Nicolae
DataStates-LLM: Lazy Asynchronous Checkpointing for Large Language Models. CoRR (2024)
Moiz Arif, Avinash Maurya, M. Mustafa Rafique, Dimitrios S. Nikolopoulos, Ali Raza Butt
Application-Attuned Memory Management for Containerized HPC Workflows. IPDPS (2024)
Avinash Maurya, Jie Ye, M. Mustafa Rafique, Franck Cappello, Bogdan Nicolae
Breaking the Memory Wall: A Study of I/O Patterns and GPU Memory Utilization for Hybrid CPU-GPU Offloaded Optimizers. CoRR (2024)
Kevin Assogba, Eduardo Lima, M. Mustafa Rafique, Minseok Kwon
PredictDDL: Reusable Workload Performance Prediction for Distributed Deep Learning. CLUSTER (2023)
Moiz Arif, Avinash Maurya, M. Mustafa Rafique
Accelerating Performance of GPU-based Workloads Using CXL. FlexScience@HPDC (2023)
Avinash Maurya, Bogdan Nicolae, M. Mustafa Rafique, Franck Cappello
Towards Efficient I/O Pipelines Using Accumulated Compression. HiPC (2023)
Kevin Assogba, Bogdan Nicolae, M. Mustafa Rafique
Optimizing the Training of Co-Located Deep Learning Models Using Cache-Aware Staggering. HiPC (2023)
Kevin Assogba, Bogdan Nicolae, Hubertus Van Dam, M. Mustafa Rafique
Asynchronous Multi-Level Checkpointing: An Enabler of Reproducibility using Checkpoint History Analytics. SC Workshops (2023)
Jaiaid Mobin, Avinash Maurya, M. Mustafa Rafique
COLTI: Towards Concurrent and Co-located DNN Training and Inference. HPDC (2023)
Avinash Maurya, M. Mustafa Rafique, Thierry Tonellot, Hussain J. AlSalem, Franck Cappello, Bogdan Nicolae
GPU-Enabled Asynchronous Multi-level Checkpoint Caching and Prefetching. HPDC (2023)
Moiz Arif, Kevin Assogba, M. Mustafa Rafique
Canary: Fault-Tolerant FaaS for Stateful Time-Sensitive Applications. SC (2022)
Kevin Assogba, Moiz Arif, M. Mustafa Rafique, Dimitrios S. Nikolopoulos
On Realizing Efficient Deep Learning Using Serverless Computing. CCGRID (2022)
Avinash Maurya, Jaiaid Mobin, M. Mustafa Rafique
Towards Data Gravity and Compliance Aware Distributed Deep Learning on Hybrid Clouds. HiPCW (2022)
Moiz Arif, Kevin Assogba, M. Mustafa Rafique, Sudharshan Vazhkudai
Exploiting CXL-based Memory for Distributed Deep Learning. ICPP (2022)
Avinash Maurya, Bogdan Nicolae, M. Mustafa Rafique, Amr M. Elsayed, Thierry Tonellot, Franck Cappello
Towards Efficient Cache Allocation for High-Frequency Checkpointing. HIPC (2022)
Zaki Malik, Erfan Najmi, Khayyam Hashmi, M. Mustafa Rafique, Abdelmounaam Rezgui
Product weighted taxonomy extraction using Twitter. Int. J. Bus. Inf. Syst. 39 (4) (2022)
Samia Ijaz, Ehsan Ullah Munir, Saima Gulzar Ahmad, M. Mustafa Rafique, Omer F. Rana
Energy-makespan optimization of workflow scheduling in fog-cloud computing. Computing 103 (9) (2021)
Avinash Maurya, Bogdan Nicolae, M. Mustafa Rafique, Thierry Tonellot, Franck Cappello
Towards Efficient I/O Scheduling for Collaborative Multi-Level Checkpointing. MASCOTS (2021)
Anam Javaid, Asma Rafiq, Maaz Rehan, M. Mustafa Rafique, M. Kamran, Ehsan Ullah Munir
Clustering-cum-Handover Management Scheme for improved Internet access in high-density mobile wireless environments. Sustain. Comput. Informatics Syst. 30 (2021)
Hussain Aljafer, Zaki Malik, Khayyam Hashmi, M. Mustafa Rafique
Profit maximisation in long-term e-service agreements. Int. J. Bus. Inf. Syst. 36 (4) (2021)
Garegin Grigoryan, Minseok Kwon, M. Mustafa Rafique
Extending the Control Plane of Container Orchestrators for I/O Virtualization. CANOPIE-HPC@SC (2020)
Moiz Arif, M. Mustafa Rafique, Seung-Hwan Lim, Zaki Malik
Infrastructure-Aware TensorFlow for Heterogeneous Datacenters. MASCOTS (2020)
Minseok Kwon, Krishna Prasad Neupane, John Marshall, M. Mustafa Rafique
CuVPP: Filter-based Longest Prefix Matching in Software Data Planes. CLUSTER (2020)
Avinash Maurya, Bogdan Nicolae, Ishan Guliani, M. Mustafa Rafique
CoSim: A Simulator for Co-Scheduling of Batch and On-Demand Jobs in HPC Datacenters. DS-RT (2020)
Jingoo Han, M. Mustafa Rafique, Luna Xu, Ali Raza Butt, Seung-Hwan Lim, Sudharshan S. Vazhkudai
MARBLE: A Multi-GPU Aware Job Scheduler for Deep Learning on HPC Systems. CCGRID (2020)
Jingoo Han, Luna Xu, M. Mustafa Rafique, Ali Raza Butt, Seung-Hwan Lim
A Quantitative Study of Deep Learning Training on Heterogeneous Supercomputers. CLUSTER (2019)
Coleman Link, Jesse Sarran, Garegin Grigoryan, Minseok Kwon, M. Mustafa Rafique, Warren R. Carithers
Container Orchestration by Kubernetes for RDMA Networking. ICNP (2019)
Francisco J. Clemente-Castelló, Bogdan Nicolae, M. Mustafa Rafique, Rafael Mayo, Juan Carlos Fernández
Evaluation of Data Locality Strategies for Hybrid Cloud Bursting of Iterative MapReduce. CCGrid (2017)
Saima Gulzar Ahmad, Chee Sun Liew, M. Mustafa Rafique, Ehsan Ullah Munir
Optimization of data-intensive workflows in stream-based data processing models. J. Supercomput. 73 (9) (2017)
Muhammad Fasih Akbar, Ehsan Ullah Munir, M. Mustafa Rafique, Zaki Malik, Samee U. Khan, Laurence T. Yang
List-Based Task Scheduling for Cloud Computing. iThings/GreenCom/CPSCom/SmartData (2016)
Francisco J. Clemente-Castelló, Bogdan Nicolae, Rafael Mayo, Juan Carlos Fernández, M. Mustafa Rafique
On exploiting data locality for iterative mapreduce applications in hybrid clouds. BDCAT (2016)
Madiha Hanif, Abdul Hafeez, Yusuf Suleman, M. Mustafa Rafique, Ali Raza Butt, Samir M. Iqbal
An accelerated framework for the classification of biological targets from solid-state micropore data. Comput. Methods Programs Biomed. 134 (2016)
Krish K. R., Bharti Wadhwa, M. Safdar Iqbal, M. Mustafa Rafique, Ali Raza Butt
On Efficient Hierarchical Storage for Big Data Processing. CCGrid (2016)
Arnab Kumar Paul, Wenjie Zhuang, Luna Xu, Min Li, M. Mustafa Rafique, Ali Raza Butt
CHOPPER: Optimizing Data Partitioning for In-memory Data Analytics Frameworks. CLUSTER (2016)
Muhammad Aslam, Ehsan Ullah Munir, M. Mustafa Rafique, Xiaopeng Hu
Adaptive energy-efficient clustering path planning routing protocols for heterogeneous wireless sensor networks. Sustain. Comput. Informatics Syst. 12 (2016)
Alessandro Portosa, M. Mustafa Rafique, Spyros Kotoulas, Luca Foschini, Antonio Corradi
Heterogeneous cloud systems monitoring using semantic and linked data technologies. IM (2015)
Anum Masood, Ehsan Ullah Munir, M. Mustafa Rafique, Samee Ullah Khan
HETS: Heterogeneous Edge and Task Scheduling Algorithm for Heterogeneous Computing Systems. HPCC/CSS/ICESS (2015)
Francisco J. Clemente-Castelló, Bogdan Nicolae, Kostas Katrinis, M. Mustafa Rafique, Rafael Mayo, Juan Carlos Fernández, Daniela Loreti
Enabling Big Data Analytics in the Hybrid Cloud Using Iterative MapReduce. UCC (2015)
Asma Rafiq, Ehsan Ullah Munir, M. Mustafa Rafique
Eliminating the State of Ping-Pong for Mobile IP Optimization. Wirel. Pers. Commun. 84 (4) (2015)
Abdul Hafeez, M. Mustafa Rafique, Ali Raza Butt
Distributed Detection of Cancer Cells in High-Throughput Cellular Spike Streams. CCGRID (2014)
Abdelmounaam Rezgui, Gary Quezada, M. Mustafa Rafique, Zaki Malik
A Capacity Allocation Approach for Volunteer Cloud Federations Using Poisson-Gamma Gibbs Sampling. IEEE CLOUD (2014)
Ehsan Ullah Munir, Muhammad Aslam, Tauseef Shah, M. Mustafa Rafique
An advanced heterogeneity-aware centralized energy efficient clustering routing protocol for wireless sensor networks. IGCC (2014)
Saima Gulzar Ahmad, Chee Sun Liew, M. Mustafa Rafique, Ehsan Ullah Munir, Samee U. Khan
Data-Intensive Workflow Optimization Based on Application Task Graph Partitioning in Heterogeneous Computing Systems. BDCloud (2014)
Krish K. R., M. Safdar Iqbal, M. Mustafa Rafique, Ali Raza Butt
Towards energy awareness in Hadoop. NDM@SC (2014)
Khaled M. Diab, M. Mustafa Rafique, Mohamed Hefeeda
Dynamic Sharing of GPUs in Cloud Systems. IPDPS Workshops (2013)
Spyros Kotoulas, Vanessa López, Martin Stephenson, Pierpaolo Tommasi, Weijia Shen, Gang Hu, Marco Luca Sbodio, Veli Bicer, Anastasios Kementsietsidis, M. Mustafa Rafique, Jason B. Ellis, Thomas Erickson, Kavitha Srinivas, Kevin McAuliffe, Guo Tong Xie, Pol Mac Aonghusa
Coordinating Social Care and Healthcare using Semantic Web Technologies. ISWC (Posters & Demos) (2013)
Bogdan Nicolae, M. Mustafa Rafique
Leveraging Collaborative Content Exchange for On-Demand VM Multi-deployments in IaaS Clouds. Euro-Par (2013)
Abdul Hafeez, Waseem Asghar, M. Mustafa Rafique, Samir M. Iqbal, Ali Raza Butt
GPU-based real-time detection and analysis of biological targets using solid-state nanopores. Medical Biol. Eng. Comput. 50 (6) (2012)
Aleksandr Khasymski, M. Mustafa Rafique, Ali Raza Butt, Sudharshan S. Vazhkudai, Dimitrios S. Nikolopoulos
On the Use of GPUs in Realizing Cost-Effective Distributed RAID. MASCOTS (2012)
M. Mustafa Rafique, Ali Raza Butt, Dimitrios S. Nikolopoulos
A capabilities-aware framework for using computational accelerators in data-intensive computing. J. Parallel Distributed Comput. 71 (2) (2011)
M. Mustafa Rafique, Nishkam Ravi, Srihari Cadambi, Ali Raza Butt, Srimat T. Chakradhar
Power management for heterogeneous clusters: An experimental study. IGCC (2011)
M. Mustafa Rafique, Ali Raza Butt, Eli Tilevich
Reusable software components for accelerator-based clusters. J. Syst. Softw. 84 (7) (2011)
M. Mustafa Rafique, Srihari Cadambi, Kunal Rao, Ali Raza Butt, Srimat T. Chakradhar
Symphony: A Scheduler for Client-Server Applications on Coprocessor-Based Heterogeneous Clusters. CLUSTER (2011)
M. Mustafa Rafique
A Capabilities-Aware Programming Model for Asymmetric High-End Systems. CCGRID (2010)
M. Mustafa Rafique, Ali Raza Butt, Dimitrios S. Nikolopoulos
Designing Accelerator-Based Distributed Systems for High Performance. CCGRID (2010)
M. Mustafa Rafique, Benjamin Rose, Ali Raza Butt, Dimitrios S. Nikolopoulos
Supporting MapReduce on large-scale asymmetric multi-core clusters. ACM SIGOPS Oper. Syst. Rev. 43 (2) (2009)
M. Mustafa Rafique, Benjamin Rose, Ali Raza Butt, Dimitrios S. Nikolopoulos
CellMR: A framework for supporting mapreduce on asymmetric cell-based clusters. IPDPS (2009)
M. Mustafa Rafique, Ali Raza Butt, Dimitrios S. Nikolopoulos
DMA-based prefetching for i/o-intensive workloads on the cell architecture. Conf. Computing Frontiers (2008)