Jesun Sahariar Firoz

According to our database, Jesun Sahariar Firoz authored at least 42 papers between 2009 and 2024.

Collaborative distances:

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

2024

Acceleration of Graph Neural Network-Based Prediction Models in Chemistry via Co-Design Optimization on Intelligence Processing Units.

Hatem Helal, Jesun Firoz, Jenna A. Bilbrey, Henry Sprueill, Kristina M. Herman, Mario Michael Krell, Tom Murray, Manuel Lopez Roldan, Mike Kraus, Ang Li, Payel Das, Sotiris S. Xantheas, Sutanay Choudhury

J. Chem. Inf. Model., March, 2024

Final Report for CHESS: Cloud, High-Performance Computing, and Edge for Science and Security.

Nathan R. Tallent, Jan Strube, Luanzheng Guo, Hyungro Lee, Jesun Firoz, Sayan Ghosh, Bo Fang, Oceane Bel, Steven R. Spurgeon, Sarah Akers, Christina Doty, Erol Cromwell

CoRR, 2024

A Performance and Energy Study of GPU-Resident Preconditioners for Conjugate Gradient Solvers: In the Context of Existing and Novel Approaches.

Kasia Swirydowicz, Jesun Firoz, Joseph B. Manzano, Mahantesh Halappanavar, Stephen Thomas, Kevin J. Barker

Proceedings of the 36th IEEE International Symposium on Computer Architecture and High Performance Computing, 2024

Automatic Extraction of Network Configurations for Realistic Simulation and Validation.

Joshua Suetterlein, Stephen J. Young, Jesun Firoz, Joseph B. Manzano, Ryan D. Friese, Nathan R. Tallent, Kevin J. Barker, Timothy Stavenger

Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2024

2023

Data Flow Lifecycles for Optimizing Workflow Coordination.

Hyungro Lee, Luanzheng Guo, Meng Tang, Jesun Firoz, Nathan R. Tallent, Anthony Kougkas, Xian-He Sun

Proceedings of the International Conference for High Performance Computing, 2023

Finding Your Niche: An Evolutionary Approach to HPC Topologies.

Stephen J. Young, Joshua Suetterlein, Jesun Firoz, Joseph B. Manzano, Kevin J. Barker

Proceedings of the IEEE High Performance Extreme Computing Conference, 2023

LAHypergraph: Parallel Hypergraph Analytics in the Language of Linear Algebra.

Luanzheng Guo, Jesun Firoz, Gokcen Kestor

Proceedings of the SIAM Conference on Applied and Computational Discrete Algorithms, 2023

2022

Extreme Acceleration of Graph Neural Network-based Prediction Models for Quantum Chemistry.

Hatem Helal, Jesun Firoz, Jenna A. Bilbrey, Mario Michael Krell, Tom Murray, Ang Li, Sotiris S. Xantheas, Sutanay Choudhury

CoRR, 2022

MSREP: A Fast yet Light Sparse Matrix Framework for Multi-GPU Systems.

Jieyang Chen, Chenhao Xie, Jesun Sahariar Firoz, Jiajia Li, Shuaiwen Leon Song, Kevin J. Barker, Mark Raugas, Ang Li

CoRR, 2022

SpectralFly: Ramanujan Graphs as Flexible and Efficient Interconnection Networks.

Stephen J. Young, Sinan Aksoy, Jesun Firoz, Roberto Gioiosa, Tobias Hagge, Mark Kempton, Juan Escobedo, Mark Raugas

Proceedings of the 2022 IEEE International Parallel and Distributed Processing Symposium, 2022

NWHy: A Framework for Hypergraph Analytics: Representations, Data structures, and Algorithms.

Xu T. Liu, Jesun Firoz, Assefaw H. Gebremedhin, Andrew Lumsdaine

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2022

High-order Line Graphs of Non-uniform Hypergraphs: Algorithms, Applications, and Experimental Analysis.

Xu T. Liu, Jesun Firoz, Sinan Aksoy, Ilya Amburg, Andrew Lumsdaine, Cliff A. Joslyn, Brenda Praggastis, Assefaw H. Gebremedhin

Proceedings of the 2022 IEEE International Parallel and Distributed Processing Symposium, 2022

NWGraph: A Library of Generic Graph Algorithms and Data Structures in C++20.

Andrew Lumsdaine, Luke D'Alessandro, Kevin Deweese, Jesun Firoz, Tony Liu, Scott McMillan, John Phillip Ratzloff, Marcin Zalewski

Proceedings of the 36th European Conference on Object-Oriented Programming, 2022

2021

SpectralFly: Ramanujan Graphs as Flexible and Efficient Interconnection Networks.

Sinan Aksoy, Stephen J. Young, Jesun Firoz, Roberto Gioiosa, Mark Raugas, Juan Escobedo

CoRR, 2021

LC-MEMENTO: A Memory Model for Accelerated Architectures.

Kiran Ranganath, Jesun Firoz, Joshua Suetterlein, Joseph B. Manzano, Andres Marquez, Mark Raugas, Daniel Wong

Proceedings of the Languages and Compilers for Parallel Computing, 2021

Fast and Scalable Sparse Triangular Solver for Multi-GPU Based HPC Architectures.

Chenhao Xie, Jieyang Chen, Jesun Firoz, Jiajia Li, Shuaiwen Leon Song, Kevin J. Barker, Mark Raugas, Ang Li

Proceedings of the ICPP 2021: 50th International Conference on Parallel Processing, Lemont, IL, USA, August 9, 2021

Parallel Algorithms for Efficient Computation of High-Order Line Graphs of Hypergraphs.

Xu T. Liu, Jesun Firoz, Andrew Lumsdaine, Cliff A. Joslyn, Sinan Aksoy, Brenda Praggastis, Assefaw H. Gebremedhin

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

2020

Efficient Computation of High-Order Line Graphs of Hypergraphs.

Jesun Firoz, Xu T. Liu, Andrew Lumsdaine, Cliff A. Joslyn, Brenda Praggastis, Assefaw Hadish Gebremedhin

CoRR, 2020

Hypergraph Analytics of Domain Name System Relationships.

Cliff A. Joslyn, Sinan Aksoy, Dustin Arendt, Jesun Firoz, Louis Jenkins, Brenda Praggastis, Emilie Purvine, Marcin Zalewski

Proceedings of the Algorithms and Models for the Web Graph - 17th International Workshop, 2020

Computing Hypergraph Homology in Chapel.

Jesun Sahariar Firoz, Louis Jenkins, Cliff A. Joslyn, Brenda Praggastis, Emilie Purvine, Mark Raugas

Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium Workshops, 2020

Evaluation of Graph Analytics Frameworks Using the GAP Benchmark Suite.

Ariful Azad, Mohsen Mahmoudi Aznaveh, Scott Beamer, Mark P. Blanco, Jinhao Chen, Luke D'Alessandro, Roshan Dathathri, Timothy A. Davis, Kevin Deweese, Jesun Firoz, Henry A. Gabb, Gurbinder Gill, Bálint Hegyi, Scott P. Kolodziej, Tze Meng Low, Andrew Lumsdaine, Tugsbayasgalan Manlaibaatar, Timothy G. Mattson, Scott McMillan, Ramesh Peri, Keshav Pingali, Upasana Sridhar, Gábor Szárnyas, Yunming Zhang, Yongzhe Zhang

Proceedings of the IEEE International Symposium on Workload Characterization, 2020

Triangle Counting with Cyclic Distributions.

Andrew Lumsdaine, Luke Dalessandro, Kevin Deweese, Jesun Firoz, Scott McMillan

Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

On the Feasibility of Using Reduced-Precision Tensor Core Operations for Graph Analytics.

Jesun Sahariar Firoz, Ang Li, Jiajia Li, Kevin J. Barker

Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

2019

Graph Algorithms in PGAS: Chapel and UPC++.

Louis Jenkins, Jesun Sahariar Firoz, Marcin Zalewski, Cliff A. Joslyn, Mark Raugas

Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019

Distributed Direction-Optimizing Label Propagation for Community Detection.

Xu Liu, Jesun Sahariar Firoz, Marcin Zalewski, Mahantesh Halappanavar, Kevin J. Barker, Andrew Lumsdaine, Assefaw H. Gebremedhin

Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019

A Parallel Graph Environment for Real-World Data Analytics Workflows.

Vito Giovanni Castellana, Maurizio Drocco, John Feo, Jesun Sahariar Firoz, Thejaka Amila Kanewala, Andrew Lumsdaine, Joseph B. Manzano, Andres Marquez, Marco Minutoli, Joshua Suetterlein, Antonino Tumeo, Marcin Zalewski

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

A Synchronization-Avoiding Distance-1 Grundy Coloring Algorithm for Power-Law Graphs.

Jesun Sahariar Firoz, Marcin Zalewski, Andrew Lumsdaine

Proceedings of the 28th International Conference on Parallel Architectures and Compilation Techniques, 2019

2018

A scalable distance-1 vertex coloring algorithm for power-law graphs.

Jesun Sahariar Firoz, Marcin Zalewski, Andrew Lumsdaine

Proceedings of the 23rd ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2018

Runtime Scheduling Policies for Distributed Graph Algorithms.

Jesun Sahariar Firoz, Marcin Zalewski, Andrew Lumsdaine, Martina Barnas

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

Adaptive Runtime Features for Distributed Graph Algorithms.

Jesun Sahariar Firoz, Marcin Zalewski, Joshua Suetterlein, Andrew Lumsdaine

Proceedings of the 25th IEEE International Conference on High Performance Computing, 2018

Synchronization-Avoiding Graph Algorithms.

Jesun Sahariar Firoz, Marcin Zalewski, Thejaka Amila Kanewala, Andrew Lumsdaine

Proceedings of the 25th IEEE International Conference on High Performance Computing, 2018

2017

POSTER: Distributed Control: The Benefits of Eliminating Global Synchronization via Effective Scheduling.

Jesun Sahariar Firoz, Thejaka Amila Kanewala, Marcin Zalewski, Martina Barnas, Andrew Lumsdaine

Proceedings of the 22nd ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2017

2016

The Value of Variance.

Jesun Sahariar Firoz, Martina Barnas, Marcin Zalewski, Andrew Lumsdaine

Proceedings of the 7th ACM/SPEC International Conference on Performance Engineering, 2016

Context Matters: Distributed Graph Algorithms and Runtime Systems: A Case Study of Distributed Graph Traversals.

Jesun Sahariar Firoz, Thejaka Amila Kanewala, Marcin Zalewski, Martina Barnas, Andrew Lumsdaine

Proceedings of the Platform for Advanced Scientific Computing Conference, 2016

Improving Performance of Distributed Graph Traversals via Application-Aware Plug-In Work Scheduler.

Jesun Sahariar Firoz, Marcin Zalewski, Martina Barnas, Andrew Lumsdaine

Proceedings of the Euro-Par 2016: Parallel Processing Workshops, 2016

2015

The Anatomy of Large-Scale Distributed Graph Algorithms.

Jesun Sahariar Firoz, Thejaka Amila Kanewala, Marcin Zalewski, Martina Barnas, Andrew Lumsdaine

CoRR, 2015

Comparison of Single Source Shortest Path Algorithms on Two Recent Asynchronous Many-task Runtime Systems.

Jesun Sahariar Firoz, Martina Barnas, Marcin Zalewski, Andrew Lumsdaine

Proceedings of the 21st IEEE International Conference on Parallel and Distributed Systems, 2015

Importance of Runtime Considerations in Performance Engineering of Large-Scale Distributed Graph Algorithms.

Jesun Sahariar Firoz, Thejaka Amila Kanewala, Marcin Zalewski, Martina Barnas, Andrew Lumsdaine

Proceedings of the Euro-Par 2015: Parallel Processing Workshops, 2015

2014

Distributed control: priority scheduling for single source shortest paths without synchronization.

Marcin Zalewski, Thejaka Amila Kanewala, Jesun Sahariar Firoz, Andrew Lumsdaine

Proceedings of the Fourth Workshop on Irregular Applications, 2014

2012

Bee algorithms for solving DNA fragment assembly problem with noisy and noiseless data.

Jesun Sahariar Firoz, M. Sohel Rahman, Tanay Kumar Saha

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

2011

The 1.375 Approximation Algorithm for Sorting by Transpositions Can Run in <i>O</i>(<i>n</i> log <i>n</i>) Time.

Jesun Sahariar Firoz, Masud Hasan, Ashik Zinnat Khan, M. Sohel Rahman

J. Comput. Biol., 2011

2009

The 1.375 Approximation Algorithm for Sorting by Transpositions Can Run in $O(n\log n)$ Time

Jesun Sahariar Firoz, Masud Hasan, Ashik Zinnat Khan, M. Sohel Rahman

CoRR, 2009