Tanzima Z. Islam

According to our database, Tanzima Z. Islam authored at least 34 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

On The Role of Prompt Construction In Enhancing Efficacy and Efficiency of LLM-Based Tabular Data Generation.

Banooqa H. Banday, Kowshik Thopalli, Tanzima Z. Islam, Jayaraman J. Thiagarajan

CoRR, 2024

Data-Driven Analysis to Understand GPU Hardware Resource Usage of Optimizations.

Tanzima Z. Islam, Aniruddha Marathe, Holland Schutte, Mohammad Zaeed

CoRR, 2024

Characterize and Compare the Performance of Deep Learning Optimizers in Recurrent Neural Network Architectures.

Mohammad Zaeed, Tanzima Z. Islam, Vladimir Indic

Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024

Reimagine Application Performance as a Graph: Novel Graph-Based Method for Performance Anomaly Classification in High-Performance Computing.

Chase Phelps, Ankur Lahiry, Tanzima Z. Islam, Line C. Pouchard

Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024

Relative Performance Prediction Using Few-Shot Learning.

Arunavo Dey, Aakash Dhakal, Tanzima Z. Islam, Jae-Seung Yeom, Tapasya Patki, Daniel Nichols, Alexander Movsesyan, Abhinav Bhatele

Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024

PERFGEN: A Synthesis and Evaluation Framework for Performance Data using Generative AI.

Banooqa H. Banday, Tanzima Z. Islam, Aniruddha Marathe

Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024

2023

Novel Representation Learning Technique Using Graphs for Performance Analytics.

Tarek Ramadan, Ankur Lahiry, Tanzima Z. Islam

Proceedings of the International Conference on Machine Learning and Applications, 2023

Building the I (Interoperability) of FAIR for Performance Reproducibility of Large-Scale Composable Workflows in RECUP.

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

Proceedings of the 19th IEEE International Conference on e-Science, 2023

Automatic Parallelization of Cellular Automata for Heterogeneous Platforms.

Chase Phelps, Tanzima Z. Islam

Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

Signal Processing Based Method for Real-Time Anomaly Detection in High-Performance Computing.

Arunavo Dey, Tanzima Z. Islam, Chase Phelps, Christopher Kelly

Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

2022

Novel Proposals for FAIR, Automated, Recommendable, and Robust Workflows.

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

Proceedings of the IEEE/ACM Workshop on Workflows in Support of Large-Scale Science, 2022

LIBNVCD: An Extendable and User-friendly Multi-GPU Performance Measurement Tool.

Holland Schutte, Chase Phelps, Aniruddha Marathe, Tanzima Z. Islam

Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022

2021

Comparative Code Structure Analysis using Deep Learning for Performance Prediction.

Tarek Ramadan, Tanzima Z. Islam, Chase Phelps, Nathan Pinnow, Jayaraman J. Thiagarajan

Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2021

HPC@SCALE: A Hands-on Approach for Training Next-Gen HPC Software Architects.

Tanzima Z. Islam, Chase Phelps

Proceedings of the 28th IEEE International Conference on High Performance Computing, 2021

FILCIO: Application Agnostic I/O Aggregation to Scale Scientific Workflows.

Quentin Jensen, Filip Jagodzinski, Tanzima Z. Islam

Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021

College Life is Hard! - Shedding Light on Stress Prediction for Autistic College Students using Data-Driven Analysis.

Tanzima Z. Islam, Philip Wu Liang, Forest Sweeney, Cody Pranger, Jayaraman J. Thiagarajan, Moushumi Sharmin, Shameem Ahmed

Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021

2020

Future Directions of the Cyberinfrastructure for Sustained Scientific Innovation (CSSI) Program.

Ritu Arora, Xiaosong Li, Bonnie Hurwitz, Daniel Fay, Dhabaleswar K. Panda, Edward F. Valeev, Shaowen Wang, Shirley Moore, Sunita Chandrasekaran, Ting Cao, Holly Bik, Matthew Curry, Tanzima Z. Islam

CoRR, 2020

Towards Aggregation Based I/O Optimization for Scaling Bioinformatics Applications.

Jack Stratton, Michael Albert, Quentin Jensen, Max Ismailov, Filip Jagodzinski, Tanzima Z. Islam

Proceedings of the 44th IEEE Annual Computers, Software, and Applications Conference, 2020

2019

Performance optimality or reproducibility: that is the question.

Tapasya Patki, Jayaraman J. Thiagarajan, Alexis Ayala, Tanzima Z. Islam

Proceedings of the International Conference for High Performance Computing, 2019

Toward a Programmable Analysis and Visualization Framework for Interactive Performance Analytics.

Tanzima Z. Islam, Alexis Ayala, Quentin Jensen, Khaled Z. Ibrahim

Proceedings of the IEEE/ACM International Workshop on Programming and Performance Visualization Tools, 2019

2018

PADDLE: Performance Analysis Using a Data-Driven Learning Environment.

Jayaraman J. Thiagarajan, Rushil Anirudh, Bhavya Kailkhura, Nikhil Jain, Tanzima Z. Islam, Abhinav Bhatele, Jae-Seung Yeom, Todd Gamblin

Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium, 2018

Low Rank Smoothed Sampling Methods for Identifying Impactful Pairwise Mutations.

Nicholas Majeske, Filip Jagodzinski, Brian Hutchinson, Tanzima Z. Islam

Proceedings of the 2018 ACM International Conference on Bioinformatics, 2018

2017

A new proxy application for compressible multiphase turbulent flows.

Tania Banerjee, Jason Hackl, Mrugesh Shringarpure, Tanzima Z. Islam, S. Balachandar, Thomas L. Jackson, Sanjay Ranka

Sustain. Comput. Informatics Syst., 2017

MetaKV: A Key-Value Store for Metadata Management of Distributed Burst Buffers.

Teng Wang, Adam Moody, Yue Zhu, Kathryn M. Mohror, Kento Sato, Tanzima Z. Islam, Weikuan Yu

Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium, 2017

2016

Exploring the MPI tool information interface: features and capabilities.

Tanzima Z. Islam, Kathryn M. Mohror, Martin Schulz

Int. J. High Perform. Comput. Appl., 2016

A machine learning framework for performance coverage analysis of proxy applications.

Tanzima Z. Islam, Jayaraman J. Thiagarajan, Abhinav Bhatele, Martin Schulz, Todd Gamblin

Proceedings of the International Conference for High Performance Computing, 2016

I/O Aware Power Shifting.

Lee Savoie, David K. Lowenthal, Bronis R. de Supinski, Tanzima Z. Islam, Kathryn M. Mohror, Barry Rountree, Martin Schulz

Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium, 2016

CMT-Bone - A Proxy Application for Compressible Multiphase Turbulent Flows.

Tania Banerjee, Jason Hackl, Mrugesh Shringarpure, Tanzima Z. Islam, S. Balachandar, Thomas L. Jackson, Sanjay Ranka

Proceedings of the 23rd IEEE International Conference on High Performance Computing, 2016

2014

Reliable and Efficient Distributed Checkpointing System for Grid Environments.

Tanzima Zerin Islam, Saurabh Bagchi, Rudolf Eigenmann

J. Grid Comput., 2014

Batchsubmit: a high-volume batch submission system for earthquake engineering simulation.

Anup Mohan, Thomas J. Hacker, Gregory P. Rodgers, Tanzima Z. Islam

Concurr. Comput. Pract. Exp., 2014

Exploring the Capabilities of the New MPI_T Interface.

Tanzima Z. Islam, Kathryn M. Mohror, Martin Schulz

Proceedings of the 21st European MPI Users' Group Meeting, 2014

2013

Reliable and scalable checkpointing systems for distributed computing environments

Tanzima Zerin Islam

PhD thesis, 2013

McrEngine: A scalable checkpointing system using data-aware aggregation and compression.

Tanzima Zerin Islam, Kathryn M. Mohror, Saurabh Bagchi, Adam Moody, Bronis R. de Supinski, Rudolf Eigenmann

Sci. Program., 2013

2009

FALCON: a system for reliable checkpoint recovery in shared grid environments.

Tanzima Zerin Islam, Saurabh Bagchi, Rudolf Eigenmann

Proceedings of the ACM/IEEE Conference on High Performance Computing, 2009