Tanzima Z. Islam

46 papers A 6B 12C 1Misc 2Journal 17Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Attention-Informed Surrogates for Navigating Power-Performance Trade-offs in HPC. CoRR Ashna Nawar Ahmed, Banooqa H. Banday, Terry R. Jones, Tanzima Z. Islam
2025	J	`jnl`	A Distributed Framework for Causal Modeling of Performance Variability in GPU Traces. CoRR Ankur Lahiry, Ayush Pokharel, Banooqa H. Banday, Seth Ockerman, Amal Gueroudji, Mohammad Zaeed, Tanzima Z. Islam, Line Pouchard
2025	—	`conf`	HPC Digital Twins for Evaluating Scheduling Policies, Incentive Structures and their Impact on Power and Cooling. SC Workshops Matthias Maiterth, Wesley H. Brewer, Jaya S. Kuruvella, Arunavo Dey, Tanzima Z. Islam, Rashadul Kabir, Kevin Menear, Dmitry Duplyakin, Tapasya Patki, Terry R. Jones, Feiyi Wang
2025	J	`jnl`	HPC Digital Twins for Evaluating Scheduling Policies, Incentive Structures and their Impact on Power and Cooling. CoRR Matthias Maiterth, Wesley Brewer, Jaya S. Kuruvella, Arunavo Dey, Tanzima Z. Islam, Kevin Menear, Dmitry Duplyakin, Rashadul Kabir, Tapasya Patki, Terry R. Jones, Feiyi Wang
2025	A	`conf`	ModelX : A Novel Transfer Learning Approach Across Heterogeneous Datasets. HPDC Arunavo Dey, Neil Antony, Aakash Raj Dhakal, Kowshik Thopalli, Jayaraman J. Thiagarajan, Tapasya Patki, Aniruddha Marathe, Tom Scogland, Jae-Seung Yeom, Tanzima Z. Islam
2025	Misc	`conf`	On The Role of Prompt Construction In Enhancing Efficacy and Efficiency of LLM-Based Tabular Data Generation. ICASSP Banooqa H. Banday, Kowshik Thopalli, Tanzima Z. Islam, Jayaraman J. Thiagarajan
2025	J	`jnl`	Opal: A Modular Framework for Optimizing Performance using Analytics and LLMs. CoRR Mohammad Zaeed, Tanzima Z. Islam, Vladimir Indic
2025	J	`jnl`	Performance analysis and data reduction for exascale scientific workflows. Int. J. High Perform. Comput. Appl. Christopher Kelly, Wei Xu, Line C. Pouchard, Hubertus Van Dam, Tanzima Z. Islam, Shinjae Yoo, Kerstin Kleese van Dam
2025	J	`jnl`	Report of the 2025 Workshop on Next-Generation Ecosystems for Scientific Computing: Harnessing Community, Software, and AI for Cross-Disciplinary Team Science. CoRR Lois Curfman McInnes, Dorian Arnold, Prasanna Balaprakash, Mike Bernhardt, Beth Cerny, Anshu Dubey, Roscoe Giles, Denice Ward Hood, Mary Ann E. Leung, Vanessa Lopez-Marrero, Paul Messina, Olivia B. Newton, Chris Oehmen, Stefan M. Wild, James M. Willenbring, Lou Woodley, Tony Baylis, David E. Bernholdt, Chris Camano, Johanna Cohoon, Charles Ferenbaugh, Stephen M. Fiore, Sandra Gesing, Diego Gómez-Zará, James Howison, Tanzima Z. Islam, David Kepczynski, Charles Lively, Harshitha Menon, Bronson Messer, Marieme Ngom, Umesh Paliath, Michael E. Papka, Irene Qualters, Elaine M. Raybourn, Katherine Riley, Paulina Rodriguez, Damian W. I. Rouson, Michelle Schwalbe, Sudip K. Seal, Ozge Surer, Valerie Taylor, Lingfei Wu
2025	—	`conf`	Reproducibility for HPC and Distributed Environments: Committees, Nondeterminism, Performance and Workflows. ACM REP Raül Sirvent, Rocío Carratalá-Sáez, Amal Gueroudji, Tanzima Z. Islam, Line Pouchard, Michela Taufer
2025	J	`jnl`	Scalable GPU Performance Variability Analysis framework. CoRR Ankur Lahiry, Ayush Pokharel, Seth Ockerman, Amal Gueroudji, Line Pouchard, Tanzima Z. Islam
2025	J	`jnl`	Structure-Aware Representation Learning for Effective Performance Prediction. Concurr. Comput. Pract. Exp. Tarek Ramadan, Nathan Pinnow, Chase Phelps, Jayaraman J. Thiagarajan, Tanzima Z. Islam
2025	J	`jnl`	WANDER: An Explainable Decision-Support Framework for HPC. CoRR Ankur Lahiry, Banooqa H. Banday, Tanzima Z. Islam
2024	B	`conf`	Characterize and Compare the Performance of Deep Learning Optimizers in Recurrent Neural Network Architectures. COMPSAC Mohammad Zaeed, Tanzima Z. Islam, Vladimir Indic
2024	J	`jnl`	Data-Driven Analysis to Understand GPU Hardware Resource Usage of Optimizations. CoRR Tanzima Z. Islam, Aniruddha Marathe, Holland Schutte, Mohammad Zaeed
2024	J	`jnl`	Novel Representation Learning Technique using Graphs for Performance Analytics. CoRR Tarek Ramadan, Ankur Lahiry, Tanzima Z. Islam
2024	J	`jnl`	On The Role of Prompt Construction In Enhancing Efficacy and Efficiency of LLM-Based Tabular Data Generation. CoRR Banooqa H. Banday, Kowshik Thopalli, Tanzima Z. Islam, Jayaraman J. Thiagarajan
2024	B	`conf`	PERFGEN: A Synthesis and Evaluation Framework for Performance Data using Generative AI. COMPSAC Banooqa H. Banday, Tanzima Z. Islam, Aniruddha Marathe
2024	—	`conf`	Performance Characterization and Provenance of Distributed Task-based Workflows on HPC Platforms. SC Workshops Amal Gueroudji, Chase Phelps, Tanzima Z. Islam, Philip H. Carns, Shane Snyder, Matthieu Dorier, Robert B. Ross, Line C. Pouchard
2024	B	`conf`	Reimagine Application Performance as a Graph: Novel Graph-Based Method for Performance Anomaly Classification in High-Performance Computing. COMPSAC Chase Phelps, Ankur Lahiry, Tanzima Z. Islam, Line C. Pouchard
2024	B	`conf`	Relative Performance Prediction Using Few-Shot Learning. COMPSAC Arunavo Dey, Aakash Dhakal, Tanzima Z. Islam, Jae-Seung Yeom, Tapasya Patki, Daniel Nichols, Alexander Movsesyan, Abhinav Bhatele
2023	B	`conf`	Automatic Parallelization of Cellular Automata for Heterogeneous Platforms. COMPSAC Chase Phelps, Tanzima Z. Islam
2023	B	`conf`	Building the I (Interoperability) of FAIR for Performance Reproducibility of Large-Scale Composable Workflows in RECUP. e-Science Bogdan Nicolae, Tanzima Z. Islam, Robert B. Ross, Huub J. J. Van Dam, Kevin Assogba, Polina Shpilker, Mikhail Titov, Matteo Turilli, Tianle Wang, Ozgur O. Kilic, Shantenu Jha, Line C. Pouchard
2023	C	`conf`	Novel Representation Learning Technique Using Graphs for Performance Analytics. ICMLA Tarek Ramadan, Ankur Lahiry, Tanzima Z. Islam
2023	B	`conf`	Signal Processing Based Method for Real-Time Anomaly Detection in High-Performance Computing. COMPSAC Arunavo Dey, Tanzima Z. Islam, Chase Phelps, Christopher Kelly
2022	B	`conf`	LIBNVCD: An Extendable and User-friendly Multi-GPU Performance Measurement Tool. COMPSAC Holland Schutte, Chase Phelps, Aniruddha Marathe, Tanzima Z. Islam
2022	—	`conf`	Novel Proposals for FAIR, Automated, Recommendable, and Robust Workflows. WORKS@SC Ishan Abhinit, Emily K. Adams, Khairul Alam, Brian Chase, Ewa Deelman, Lev Gorenstein, Stephen Hudson, Tanzima Z. Islam, Jeffrey Larson, Geoffrey Lentner, Anirban Mandal, John-Luke Navarro, Bogdan Nicolae, Line Pouchard, Robert B. Ross, Banani Roy, Mats Rynge, Alexander Serebrenik, Karan Vahi, Stefan M. Wild, Yufeng Xin, Rafael Ferreira da Silva, Rosa Filgueira
2021	B	`conf`	College Life is Hard! - Shedding Light on Stress Prediction for Autistic College Students using Data-Driven Analysis. COMPSAC Tanzima Z. Islam, Philip Wu Liang, Forest Sweeney, Cody Pranger, Jayaraman J. Thiagarajan, Moushumi Sharmin, Shameem Ahmed
2021	B	`conf`	Comparative Code Structure Analysis using Deep Learning for Performance Prediction. ISPASS Tarek Ramadan, Tanzima Z. Islam, Chase Phelps, Nathan Pinnow, Jayaraman J. Thiagarajan
2021	J	`jnl`	Comparative Code Structure Analysis using Deep Learning for Performance Prediction. CoRR Nathan Pinnow, Tarek Ramadan, Tanzima Z. Islam, Chase Phelps, Jayaraman J. Thiagarajan
2021	B	`conf`	FILCIO: Application Agnostic I/O Aggregation to Scale Scientific Workflows. COMPSAC Quentin Jensen, Filip Jagodzinski, Tanzima Z. Islam
2021	—	`conf`	HPC@SCALE: A Hands-on Approach for Training Next-Gen HPC Software Architects. HiPC Workshops Tanzima Z. Islam, Chase Phelps
2020	J	`jnl`	Future Directions of the Cyberinfrastructure for Sustained Scientific Innovation (CSSI) Program. CoRR Ritu Arora, Xiaosong Li, Bonnie L. Hurwitz, Daniel Fay, Dhabaleswar K. Panda, Edward F. Valeev, Shaowen Wang, Shirley Moore, Sunita Chandrasekaran, Ting Cao, Holly Bik, Matthew Curry, Tanzima Z. Islam
2020	B	`conf`	Towards Aggregation Based I/O Optimization for Scaling Bioinformatics Applications. COMPSAC Jack Stratton, Michael Albert, Quentin Jensen, Max Ismailov, Filip Jagodzinski, Tanzima Z. Islam
2019	A	`conf`	Performance optimality or reproducibility: that is the question. SC Tapasya Patki, Jayaraman J. Thiagarajan, Alexis Ayala, Tanzima Z. Islam
2019	—	`conf`	Toward a Programmable Analysis and Visualization Framework for Interactive Performance Analytics. ProTools@SC Tanzima Z. Islam, Alexis Ayala, Quentin Jensen, Khaled Z. Ibrahim
2018	—	`conf`	Low Rank Smoothed Sampling Methods for Identifying Impactful Pairwise Mutations. BCB Nicholas Majeske, Filip Jagodzinski, Brian Hutchinson, Tanzima Z. Islam
2018	A	`conf`	PADDLE: Performance Analysis Using a Data-Driven Learning Environment. IPDPS Jayaraman J. Thiagarajan, Rushil Anirudh, Bhavya Kailkhura, Nikhil Jain, Tanzima Z. Islam, Abhinav Bhatele, Jae-Seung Yeom, Todd Gamblin
2017	J	`jnl`	A new proxy application for compressible multiphase turbulent flows. Sustain. Comput. Informatics Syst. Tania Banerjee, Jason Hackl, Mrugesh Shringarpure, Tanzima Z. Islam, S. Balachandar, Thomas L. Jackson, Sanjay Ranka
2017	A	`conf`	MetaKV: A Key-Value Store for Metadata Management of Distributed Burst Buffers. IPDPS Teng Wang, Adam Moody, Yue Zhu, Kathryn M. Mohror, Kento Sato, Tanzima Z. Islam, Weikuan Yu
2016	A	`conf`	A machine learning framework for performance coverage analysis of proxy applications. SC Tanzima Z. Islam, Jayaraman J. Thiagarajan, Abhinav Bhatele, Martin Schulz, Todd Gamblin
2016	Misc	`conf`	CMT-Bone - A Proxy Application for Compressible Multiphase Turbulent Flows. HiPC Tania Banerjee, Jason Hackl, Mrugesh Shringarpure, Tanzima Z. Islam, S. Balachandar, Thomas L. Jackson, Sanjay Ranka
2016	J	`jnl`	Exploring the MPI tool information interface: features and capabilities. Int. J. High Perform. Comput. Appl. Tanzima Z. Islam, Kathryn M. Mohror, Martin Schulz
2016	A	`conf`	I/O Aware Power Shifting. IPDPS Lee Savoie, David K. Lowenthal, Bronis R. de Supinski, Tanzima Z. Islam, Kathryn M. Mohror, Barry Rountree, Martin Schulz
2014	J	`jnl`	Batchsubmit: a high-volume batch submission system for earthquake engineering simulation. Concurr. Comput. Pract. Exp. Anup Mohan, Thomas J. Hacker, Gregory P. Rodgers, Tanzima Z. Islam
2014	—	`conf`	Exploring the Capabilities of the New MPI_T Interface. EuroMPI/ASIA Tanzima Z. Islam, Kathryn M. Mohror, Martin Schulz