M. Mustafa Rafique

73 papers A 10B 13C 7Misc 4Journal 20Unranked 18

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	DataStates-LLM: Scalable Checkpointing for Transformer Models Using Composable State Providers. CoRR Avinash Maurya, M. Mustafa Rafique, Franck Cappello, Bogdan Nicolae
2025	—	`conf`	Bayelemabaga: Creating Resources for Bambara NLP. NAACL (Long Papers) Allahsera Auguste Tapo, Kevin Assogba, Christopher M. Homan, M. Mustafa Rafique, Marcos Zampieri
2025	J	`jnl`	Been There, Scanned That: Nostalgia-Driven LiDAR Compression for Self-Driving Cars. CoRR Ali Khalid, Jaiaid Mobin, Sumanth Rao Appala, Avinash Maurya, Julie Stephany Berrio Perez, M. Mustafa Rafique, Fawad Ahmad
2025	J	`jnl`	EAIRA: Establishing a Methodology for Evaluating AI Models as Scientific Research Assistants. CoRR Franck Cappello, Sandeep Madireddy, Robert Underwood, Neil Getty, Nicholas Lee-Ping Chia, Nesar Ramachandra, Josh Nguyen, Murat Keçeli, Tanwi Mallick, Zilinghan Li, Marieme Ngom, Chenhui Zhang, Angel Yanguas-Gil, Evan R. Antoniuk, Bhavya Kailkhura, Minyang Tian, Yufeng Du, Yuan-Sen Ting, Azton Wells, Bogdan Nicolae, Avinash Maurya, M. Mustafa Rafique, Eliu A. Huerta, Bo Li, Ian T. Foster, Rick Stevens
2025	J	`jnl`	Extending the Control Plane of Container Orchestrators for I/O Virtualization. CoRR Garegin Grigoryan, Minseok Kwon, M. Mustafa Rafique
2025	A	`conf`	MLP-Offload: Multi-Level, Multi-Path Offloading for LLM Pre-training to Break the GPU Memory Wall. SC Avinash Maurya, M. Mustafa Rafique, Franck Cappello, Bogdan Nicolae
2025	J	`jnl`	MLP-Offload: Multi-Level, Multi-Path Offloading for LLM Pre-training to Break the GPU Memory Wall. CoRR Avinash Maurya, M. Mustafa Rafique, Franck Cappello, Bogdan Nicolae
2025	A	`conf`	On Optimizing Checkpoint Restoration for HPC Applications: Leveraging Merkle Trees and Asynchronous I/O. HPDC Zackary Malkmus, Nigel Tan, Ian Lumsden, Kevin Assogba, M. Mustafa Rafique, Bogdan Nicolae, Michela Taufer
2024	A	`conf`	Application-Attuned Memory Management for Containerized HPC Workflows. IPDPS Moiz Arif, Avinash Maurya, M. Mustafa Rafique, Dimitrios S. Nikolopoulos, Ali Raza Butt
2024	—	`conf`	Breaking the Memory Wall: A Study of I/O Patterns and GPU Memory Utilization for Hybrid CPU-GPU Offloaded Optimizers. FlexScience@HPDC Avinash Maurya, Jie Ye, M. Mustafa Rafique, Franck Cappello, Bogdan Nicolae
2024	J	`jnl`	Breaking the Memory Wall: A Study of I/O Patterns and GPU Memory Utilization for Hybrid CPU-GPU Offloaded Optimizers. CoRR Avinash Maurya, Jie Ye, M. Mustafa Rafique, Franck Cappello, Bogdan Nicolae
2024	A	`conf`	DataStates-LLM: Lazy Asynchronous Checkpointing for Large Language Models. HPDC Avinash Maurya, Robert Underwood, M. Mustafa Rafique, Franck Cappello, Bogdan Nicolae
2024	J	`jnl`	DataStates-LLM: Lazy Asynchronous Checkpointing for Large Language Models. CoRR Avinash Maurya, Robert Underwood, M. Mustafa Rafique, Franck Cappello, Bogdan Nicolae
2024	J	`jnl`	Deep Optimizer States: Towards Scalable Training of Transformer Models Using Interleaved Offloading. CoRR Avinash Maurya, Jie Ye, M. Mustafa Rafique, Franck Cappello, Bogdan Nicolae
2024	A	`conf`	Deep Optimizer States: Towards Scalable Training of Transformer Models using Interleaved Offloading. Middleware Avinash Maurya, Jie Ye, M. Mustafa Rafique, Franck Cappello, Bogdan Nicolae
2024	A	`conf`	Towards Affordable Reproducibility Using Scalable Capture and Comparison of Intermediate Multi-Run Results. Middleware Nigel Tan, Kevin Assogba, Walter J. Ashworth, Befikir Bogale, Franck Cappello, M. Mustafa Rafique, Michela Taufer, Bogdan Nicolae
2024	—	`conf`	Towards Pre-Training Data Evaluation for Client Selection in Federated Learning. HIPCW Vijay Dharmaji, Manit Tanwar, Subroto Majumder, M. Mustafa Rafique, Arnab K. Paul
2023	—	`conf`	Accelerating Performance of GPU-based Workloads Using CXL. FlexScience@HPDC Moiz Arif, Avinash Maurya, M. Mustafa Rafique
2023	—	`conf`	Asynchronous Multi-Level Checkpointing: An Enabler of Reproducibility using Checkpoint History Analytics. SC Workshops Kevin Assogba, Bogdan Nicolae, Hubertus Van Dam, M. Mustafa Rafique
2023	A	`conf`	COLTI: Towards Concurrent and Co-located DNN Training and Inference. HPDC Jaiaid Mobin, Avinash Maurya, M. Mustafa Rafique
2023	A	`conf`	GPU-Enabled Asynchronous Multi-level Checkpoint Caching and Prefetching. HPDC Avinash Maurya, M. Mustafa Rafique, Thierry Tonellot, Hussain J. AlSalem, Franck Cappello, Bogdan Nicolae
2023	Misc	`conf`	Optimizing the Training of Co-Located Deep Learning Models Using Cache-Aware Staggering. HiPC Kevin Assogba, Bogdan Nicolae, M. Mustafa Rafique
2023	C	`conf`	PredictDDL: Reusable Workload Performance Prediction for Distributed Deep Learning. CLUSTER Kevin Assogba, Eduardo Lima, M. Mustafa Rafique, Minseok Kwon
2023	Misc	`conf`	Towards Efficient I/O Pipelines Using Accumulated Compression. HiPC Avinash Maurya, Bogdan Nicolae, M. Mustafa Rafique, Franck Cappello
2022	A	`conf`	Canary: Fault-Tolerant FaaS for Stateful Time-Sensitive Applications. SC Moiz Arif, Kevin Assogba, M. Mustafa Rafique
2022	B	`conf`	Exploiting CXL-based Memory for Distributed Deep Learning. ICPP Moiz Arif, Kevin Assogba, M. Mustafa Rafique, Sudharshan Vazhkudai
2022	B	`conf`	On Realizing Efficient Deep Learning Using Serverless Computing. CCGRID Kevin Assogba, Moiz Arif, M. Mustafa Rafique, Dimitrios S. Nikolopoulos
2022	J	`jnl`	Product weighted taxonomy extraction using Twitter. Int. J. Bus. Inf. Syst. Zaki Malik, Erfan Najmi, Khayyam Hashmi, M. Mustafa Rafique, Abdelmounaam Rezgui
2022	—	`conf`	Towards Data Gravity and Compliance Aware Distributed Deep Learning on Hybrid Clouds. HiPCW Avinash Maurya, Jaiaid Mobin, M. Mustafa Rafique
2022	Misc	`conf`	Towards Efficient Cache Allocation for High-Frequency Checkpointing. HIPC Avinash Maurya, Bogdan Nicolae, M. Mustafa Rafique, Amr M. Elsayed, Thierry Tonellot, Franck Cappello
2021	J	`jnl`	Clustering-cum-Handover Management Scheme for improved Internet access in high-density mobile wireless environments. Sustain. Comput. Informatics Syst. Anam Javaid, Asma Rafiq, Maaz Rehan, M. Mustafa Rafique, Muhammad Kamran, Ehsan Ullah Munir
2021	J	`jnl`	Energy-makespan optimization of workflow scheduling in fog-cloud computing. Computing Samia Ijaz, Ehsan Ullah Munir, Saima Gulzar Ahmad, M. Mustafa Rafique, Omer F. Rana
2021	J	`jnl`	Profit maximisation in long-term e-service agreements. Int. J. Bus. Inf. Syst. Hussain Aljafer, Zaki Malik, Khayyam Hashmi, M. Mustafa Rafique
2021	B	`conf`	Towards Efficient I/O Scheduling for Collaborative Multi-Level Checkpointing. MASCOTS Avinash Maurya, Bogdan Nicolae, M. Mustafa Rafique, Thierry Tonellot, Franck Cappello
2020	C	`conf`	CoSim: A Simulator for Co-Scheduling of Batch and On-Demand Jobs in HPC Datacenters. DS-RT Avinash Maurya, Bogdan Nicolae, Ishan Guliani, M. Mustafa Rafique
2020	C	`conf`	CuVPP: Filter-based Longest Prefix Matching in Software Data Planes. CLUSTER Minseok Kwon, Krishna Prasad Neupane, John Marshall, M. Mustafa Rafique
2020	—	`conf`	Extending the Control Plane of Container Orchestrators for I/O Virtualization. CANOPIE-HPC@SC Garegin Grigoryan, Minseok Kwon, M. Mustafa Rafique
2020	B	`conf`	Infrastructure-Aware TensorFlow for Heterogeneous Datacenters. MASCOTS Moiz Arif, M. Mustafa Rafique, Seung-Hwan Lim, Zaki Malik
2020	B	`conf`	MARBLE: A Multi-GPU Aware Job Scheduler for Deep Learning on HPC Systems. CCGRID Jingoo Han, M. Mustafa Rafique, Luna Xu, Ali Raza Butt, Seung-Hwan Lim, Sudharshan S. Vazhkudai
2019	C	`conf`	A Quantitative Study of Deep Learning Training on Heterogeneous Supercomputers. CLUSTER Jingoo Han, Luna Xu, M. Mustafa Rafique, Ali Raza Butt, Seung-Hwan Lim
2019	B	`conf`	Container Orchestration by Kubernetes for RDMA Networking. ICNP Coleman Link, Jesse Sarran, Garegin Grigoryan, Minseok Kwon, M. Mustafa Rafique, Warren R. Carithers
2017	B	`conf`	Evaluation of Data Locality Strategies for Hybrid Cloud Bursting of Iterative MapReduce. CCGrid Francisco J. Clemente-Castelló, Bogdan Nicolae, M. Mustafa Rafique, Rafael Mayo, Juan Carlos Fernández
2017	J	`jnl`	Optimization of data-intensive workflows in stream-based data processing models. J. Supercomput. Saima Gulzar Ahmad, Chee Sun Liew, M. Mustafa Rafique, Ehsan Ullah Munir
2016	J	`jnl`	Adaptive energy-efficient clustering path planning routing protocols for heterogeneous wireless sensor networks. Sustain. Comput. Informatics Syst. Muhammad Aslam, Ehsan Ullah Munir, M. Mustafa Rafique, Xiaopeng Hu
2016	J	`jnl`	An accelerated framework for the classification of biological targets from solid-state micropore data. Comput. Methods Programs Biomed. Madiha Hanif, Abdul Hafeez, Yusuf Suleman, M. Mustafa Rafique, Ali Raza Butt, Samir M. Iqbal
2016	C	`conf`	CHOPPER: Optimizing Data Partitioning for In-memory Data Analytics Frameworks. CLUSTER Arnab Kumar Paul, Wenjie Zhuang, Luna Xu, Min Li, M. Mustafa Rafique, Ali Raza Butt
2016	—	`conf`	List-Based Task Scheduling for Cloud Computing. iThings/GreenCom/CPSCom/SmartData Muhammad Fasih Akbar, Ehsan Ullah Munir, M. Mustafa Rafique, Zaki Malik, Samee U. Khan, Laurence T. Yang
2016	B	`conf`	On Efficient Hierarchical Storage for Big Data Processing. CCGrid Krish K. R., Bharti Wadhwa, M. Safdar Iqbal, M. Mustafa Rafique, Ali Raza Butt
2016	C	`conf`	On exploiting data locality for iterative mapreduce applications in hybrid clouds. BDCAT Francisco J. Clemente-Castelló, Bogdan Nicolae, Rafael Mayo, Juan Carlos Fernández, M. Mustafa Rafique
2015	J	`jnl`	Eliminating the State of Ping-Pong for Mobile IP Optimization. Wirel. Pers. Commun. Asma Rafiq, Ehsan Ullah Munir, M. Mustafa Rafique
2015	Misc	`conf`	Enabling Big Data Analytics in the Hybrid Cloud Using Iterative MapReduce. UCC Francisco J. Clemente-Castelló, Bogdan Nicolae, Kostas Katrinis, M. Mustafa Rafique, Rafael Mayo, Juan Carlos Fernández, Daniela Loreti
2015	—	`conf`	HETS: Heterogeneous Edge and Task Scheduling Algorithm for Heterogeneous Computing Systems. HPCC/CSS/ICESS Anum Masood, Ehsan Ullah Munir, M. Mustafa Rafique, Samee Ullah Khan
2015	B	`conf`	Heterogeneous cloud systems monitoring using semantic and linked data technologies. IM Alessandro Portosa, M. Mustafa Rafique, Spyros Kotoulas, Luca Foschini, Antonio Corradi
2015	—	`ch.`	Realizing Accelerated Cost-Effective Distributed RAID. Handbook on Data Centers Aleksandr Khasymski, M. Mustafa Rafique, Ali Raza Butt, Sudharshan S. Vazhkudai, Dimitrios S. Nikolopoulos
2014	—	`conf`	A Capacity Allocation Approach for Volunteer Cloud Federations Using Poisson-Gamma Gibbs Sampling. IEEE CLOUD Abdelmounaam Rezgui, Gary Quezada, M. Mustafa Rafique, Zaki Malik
2014	—	`conf`	An advanced heterogeneity-aware centralized energy efficient clustering routing protocol for wireless sensor networks. IGCC Ehsan Ullah Munir, Muhammad Aslam, Tauseef Shah, M. Mustafa Rafique
2014	—	`conf`	Data-Intensive Workflow Optimization Based on Application Task Graph Partitioning in Heterogeneous Computing Systems. BDCloud Saima Gulzar Ahmad, Chee Sun Liew, M. Mustafa Rafique, Ehsan Ullah Munir, Samee U. Khan
2014	B	`conf`	Distributed Detection of Cancer Cells in High-Throughput Cellular Spike Streams. CCGRID Abdul Hafeez, M. Mustafa Rafique, Ali Raza Butt
2014	—	`conf`	Towards energy awareness in Hadoop. NDM@SC Krish K. R., M. Safdar Iqbal, M. Mustafa Rafique, Ali Raza Butt
2013	—	`conf`	Coordinating Social Care and Healthcare using Semantic Web Technologies. ISWC (Posters & Demos) 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
2013	—	`conf`	Dynamic Sharing of GPUs in Cloud Systems. IPDPS Workshops Khaled Diab, M. Mustafa Rafique, Mohamed Hefeeda
2013	—	`conf`	Leveraging Collaborative Content Exchange for On-Demand VM Multi-deployments in IaaS Clouds. Euro-Par Bogdan Nicolae, M. Mustafa Rafique
2012	J	`jnl`	GPU-based real-time detection and analysis of biological targets using solid-state nanopores. Medical Biol. Eng. Comput. Abdul Hafeez, Waseem Asghar, M. Mustafa Rafique, Samir M. Iqbal, Ali Raza Butt
2012	B	`conf`	On the Use of GPUs in Realizing Cost-Effective Distributed RAID. MASCOTS Aleksandr Khasymski, M. Mustafa Rafique, Ali Raza Butt, Sudharshan S. Vazhkudai, Dimitrios S. Nikolopoulos
2011	J	`jnl`	A capabilities-aware framework for using computational accelerators in data-intensive computing. J. Parallel Distributed Comput. M. Mustafa Rafique, Ali Raza Butt, Dimitrios S. Nikolopoulos
2011	—	`conf`	Power management for heterogeneous clusters: An experimental study. IGCC M. Mustafa Rafique, Nishkam Ravi, Srihari Cadambi, Ali Raza Butt, Srimat T. Chakradhar
2011	J	`jnl`	Reusable software components for accelerator-based clusters. J. Syst. Softw. M. Mustafa Rafique, Ali Raza Butt, Eli Tilevich
2011	C	`conf`	Symphony: A Scheduler for Client-Server Applications on Coprocessor-Based Heterogeneous Clusters. CLUSTER M. Mustafa Rafique, Srihari Cadambi, Kunal Rao, Ali Raza Butt, Srimat T. Chakradhar
2010	B	`conf`	A Capabilities-Aware Programming Model for Asymmetric High-End Systems. CCGRID M. Mustafa Rafique
2010	B	`conf`	Designing Accelerator-Based Distributed Systems for High Performance. CCGRID M. Mustafa Rafique, Ali Raza Butt, Dimitrios S. Nikolopoulos
2009	A	`conf`	CellMR: A framework for supporting mapreduce on asymmetric cell-based clusters. IPDPS M. Mustafa Rafique, Benjamin Rose, Ali Raza Butt, Dimitrios S. Nikolopoulos
2009	J	`jnl`	Supporting MapReduce on large-scale asymmetric multi-core clusters. ACM SIGOPS Oper. Syst. Rev. M. Mustafa Rafique, Benjamin Rose, Ali Raza Butt, Dimitrios S. Nikolopoulos
2008	—	`conf`	DMA-based prefetching for i/o-intensive workloads on the cell architecture. Conf. Computing Frontiers M. Mustafa Rafique, Ali Raza Butt, Dimitrios S. Nikolopoulos