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ORCIDJesun Sahariar Firoz
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Journal Articles
- 2024
[j2]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:
Acceleration of Graph Neural Network-Based Prediction Models in Chemistry via Co-Design Optimization on Intelligence Processing Units. J. Chem. Inf. Model. 64(5): 1568-1580 (2024)- 2011
- [j1]Jesun Sahariar Firoz, Masud Hasan, Ashik Zinnat Khan, M. Sohel Rahman:
The 1.375 Approximation Algorithm for Sorting by Transpositions Can Run in O(n log n) Time. J. Comput. Biol. 18(8): 1007-1011 (2011)
Conference and Workshop Papers
- 2023
- [c32]Luanzheng Guo, Jesun Firoz, Gokcen Kestor:
LAHypergraph: Parallel Hypergraph Analytics in the Language of Linear Algebra. ACDA 2023: 147-158 - [c31]Stephen J. Young, Joshua Suetterlein, Jesun Firoz, Joseph B. Manzano, Kevin J. Barker:
Finding Your Niche: An Evolutionary Approach to HPC Topologies. HPEC 2023: 1-9 - [c30]Hyungro Lee, Luanzheng Guo, Meng Tang, Jesun Firoz, Nathan R. Tallent, Anthony Kougkas, Xian-He Sun:
Data Flow Lifecycles for Optimizing Workflow Coordination. SC 2023: 58:1-58:15 - 2022
- [c29]Andrew Lumsdaine, Luke D'Alessandro, Kevin Deweese, Jesun Firoz, Tony Liu, Scott McMillan, John Phillip Ratzloff, Marcin Zalewski:
NWGraph: A Library of Generic Graph Algorithms and Data Structures in C++20. ECOOP 2022: 31:1-31:28 - [c28]Xu T. Liu, Jesun Firoz, Assefaw H. Gebremedhin, Andrew Lumsdaine:
NWHy: A Framework for Hypergraph Analytics: Representations, Data structures, and Algorithms. IPDPS Workshops 2022: 275-284 - [c27]Xu T. Liu, Jesun Firoz, Sinan Aksoy, Ilya Amburg, Andrew Lumsdaine, Cliff A. Joslyn, Brenda Praggastis, Assefaw H. Gebremedhin:
High-order Line Graphs of Non-uniform Hypergraphs: Algorithms, Applications, and Experimental Analysis. IPDPS 2022: 784-794 - [c26]Stephen J. Young, Sinan Aksoy, Jesun Firoz, Roberto Gioiosa, Tobias Hagge, Mark Kempton, Juan Escobedo, Mark Raugas:
SpectralFly: Ramanujan Graphs as Flexible and Efficient Interconnection Networks. IPDPS 2022: 1040-1050 - 2021
- [c25]Xu T. Liu, Jesun Firoz, Andrew Lumsdaine, Cliff A. Joslyn, Sinan Aksoy, Brenda Praggastis, Assefaw H. Gebremedhin:
Parallel Algorithms for Efficient Computation of High-Order Line Graphs of Hypergraphs. HiPC 2021: 312-321 - [c24]Chenhao Xie, Jieyang Chen, Jesun Firoz, Jiajia Li, Shuaiwen Leon Song, Kevin J. Barker, Mark Raugas, Ang Li:
Fast and Scalable Sparse Triangular Solver for Multi-GPU Based HPC Architectures. ICPP 2021: 53:1-53:11 - [c23]Kiran Ranganath, Jesun Firoz, Joshua Suetterlein, Joseph B. Manzano, Andres Marquez, Mark Raugas, Daniel Wong:
LC-MEMENTO: A Memory Model for Accelerated Architectures. LCPC 2021: 67-82 - 2020
- [c22]Jesun Sahariar Firoz, Ang Li, Jiajia Li, Kevin J. Barker:
On the Feasibility of Using Reduced-Precision Tensor Core Operations for Graph Analytics. HPEC 2020: 1-7 - [c21]Andrew Lumsdaine, Luke Dalessandro, Kevin Deweese, Jesun Firoz, Scott McMillan:
Triangle Counting with Cyclic Distributions. HPEC 2020: 1-8 - [c20]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:
Evaluation of Graph Analytics Frameworks Using the GAP Benchmark Suite. IISWC 2020: 216-227 - [c19]Jesun Sahariar Firoz, Louis Jenkins, Cliff A. Joslyn, Brenda Praggastis, Emilie Purvine, Mark Raugas:
Computing Hypergraph Homology in Chapel. IPDPS Workshops 2020: 667-670 - [c18]Cliff A. Joslyn, Sinan Aksoy, Dustin Arendt, Jesun Firoz, Louis Jenkins, Brenda Praggastis, Emilie Purvine, Marcin Zalewski:
Hypergraph Analytics of Domain Name System Relationships. WAW 2020: 1-15 - 2019
- [c17]Jesun Sahariar Firoz, Marcin Zalewski, Andrew Lumsdaine:
A Synchronization-Avoiding Distance-1 Grundy Coloring Algorithm for Power-Law Graphs. PACT 2019: 421-432 - [c16]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:
A Parallel Graph Environment for Real-World Data Analytics Workflows. DATE 2019: 1313-1318 - [c15]Xu Liu, Jesun Sahariar Firoz, Marcin Zalewski, Mahantesh Halappanavar, Kevin J. Barker, Andrew Lumsdaine, Assefaw H. Gebremedhin:
Distributed Direction-Optimizing Label Propagation for Community Detection. HPEC 2019: 1-6 - [c14]Louis Jenkins, Jesun Sahariar Firoz, Marcin Zalewski, Cliff A. Joslyn, Mark Raugas:
Graph Algorithms in PGAS: Chapel and UPC++. HPEC 2019: 1-6 - 2018
- [c13]Jesun Sahariar Firoz, Marcin Zalewski, Thejaka Amila Kanewala, Andrew Lumsdaine:
Synchronization-Avoiding Graph Algorithms. HiPC 2018: 52-61 - [c12]Jesun Sahariar Firoz, Marcin Zalewski, Joshua Suetterlein, Andrew Lumsdaine:
Adaptive Runtime Features for Distributed Graph Algorithms. HiPC 2018: 82-91 - [c11]Jesun Sahariar Firoz, Marcin Zalewski, Andrew Lumsdaine, Martina Barnas:
Runtime Scheduling Policies for Distributed Graph Algorithms. IPDPS 2018: 640-649 - [c10]Jesun Sahariar Firoz, Marcin Zalewski, Andrew Lumsdaine:
A scalable distance-1 vertex coloring algorithm for power-law graphs. PPoPP 2018: 391-392 - 2017
- [c9]Jesun Sahariar Firoz, Thejaka Amila Kanewala, Marcin Zalewski, Martina Barnas, Andrew Lumsdaine:
POSTER: Distributed Control: The Benefits of Eliminating Global Synchronization via Effective Scheduling. PPoPP 2017: 441-442 - 2016
- [c8]Jesun Sahariar Firoz, Marcin Zalewski, Martina Barnas, Andrew Lumsdaine:
Improving Performance of Distributed Graph Traversals via Application-Aware Plug-In Work Scheduler. Euro-Par Workshops 2016: 545-556 - [c7]Jesun Sahariar Firoz, Thejaka Amila Kanewala, Marcin Zalewski, Martina Barnas, Andrew Lumsdaine:
Context Matters: Distributed Graph Algorithms and Runtime Systems: A Case Study of Distributed Graph Traversals. PASC 2016: 12 - [c6]Jesun Sahariar Firoz, Martina Barnas, Marcin Zalewski, Andrew Lumsdaine:
The Value of Variance. ICPE 2016: 287-295 - 2015
- [c5]Jesun Sahariar Firoz, Thejaka Amila Kanewala, Marcin Zalewski, Martina Barnas, Andrew Lumsdaine:
Importance of Runtime Considerations in Performance Engineering of Large-Scale Distributed Graph Algorithms. Euro-Par Workshops 2015: 553-564 - [c4]Jesun Sahariar Firoz, Martina Barnas, Marcin Zalewski, Andrew Lumsdaine:
Comparison of Single Source Shortest Path Algorithms on Two Recent Asynchronous Many-task Runtime Systems. ICPADS 2015: 674-681 - 2014
- [c3]Marcin Zalewski, Thejaka Amila Kanewala, Jesun Sahariar Firoz, Andrew Lumsdaine:
Distributed control: priority scheduling for single source shortest paths without synchronization. IA3@SC 2014: 17-24 - 2012
- [c2]Jesun Sahariar Firoz, M. Sohel Rahman, Tanay Kumar Saha:
Bee algorithms for solving DNA fragment assembly problem with noisy and noiseless data. GECCO 2012: 201-208 - 2010
- [c1]Jesun Sahariar Firoz, Masud Hasan, Ashik Zinnat Khan, M. Sohel Rahman:
The 1.375 Approximation Algorithm for Sorting by Transpositions Can Run in O(nlogn) Time. WALCOM 2010: 161-166
Informal and Other Publications
- 2022
- [i8]Xu T. Liu, Jesun Firoz, Sinan Aksoy, Ilya Amburg, Andrew Lumsdaine, Cliff A. Joslyn, Assefaw H. Gebremedhin, Brenda Praggastis:
High-order Line Graphs of Non-uniform Hypergraphs: Algorithms, Applications, and Experimental Analysis. CoRR abs/2201.11326 (2022) - [i7]Jieyang Chen, Chenhao Xie, Jesun Sahariar Firoz, Jiajia Li, Shuaiwen Leon Song, Kevin J. Barker, Mark Raugas, Ang Li:
MSREP: A Fast yet Light Sparse Matrix Framework for Multi-GPU Systems. CoRR abs/2209.07552 (2022) - [i6]Hatem Helal, Jesun Firoz, Jenna A. Bilbrey, Mario Michael Krell, Tom Murray, Ang Li, Sotiris S. Xantheas, Sutanay Choudhury:
Extreme Acceleration of Graph Neural Network-based Prediction Models for Quantum Chemistry. CoRR abs/2211.13853 (2022) - 2021
- [i5]Sinan Aksoy, Stephen J. Young, Jesun Firoz, Roberto Gioiosa, Mark Raugas, Juan Escobedo:
SpectralFly: Ramanujan Graphs as Flexible and Efficient Interconnection Networks. CoRR abs/2104.11725 (2021) - 2020
- [i4]Jesun Firoz, Xu T. Liu, Andrew Lumsdaine, Cliff A. Joslyn, Brenda Praggastis, Assefaw Hadish Gebremedhin:
Efficient Computation of High-Order Line Graphs of Hypergraphs. CoRR abs/2010.11448 (2020) - [i3]Chenhao Xie, Jieyang Chen, Jesun Sahariar Firoz, Jiajia Li, Shuaiwen Leon Song, Kevin J. Barker, Mark Raugas, Ang Li:
Fast and Scalable Sparse Triangular Solver for Multi-GPU Based HPC Architectures. CoRR abs/2012.06959 (2020) - 2015
- [i2]Jesun Sahariar Firoz, Thejaka Amila Kanewala, Marcin Zalewski, Martina Barnas, Andrew Lumsdaine:
The Anatomy of Large-Scale Distributed Graph Algorithms. CoRR abs/1507.06702 (2015) - 2009
- [i1]Jesun Sahariar Firoz, Masud Hasan, Ashik Zinnat Khan, M. Sohel Rahman:
The 1.375 Approximation Algorithm for Sorting by Transpositions Can Run in $O(n\log n)$ Time. CoRR abs/0910.3292 (2009)
Coauthor Index
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