Benjamin Brock

34 papers A 7B 2Journal 15Unranked 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
Binsparse: A Specification for Cross-Platform Storage of Sparse Matrices and Tensors.
CoRR
Benjamin Brock, Willow Ahrens, Hameer Abbasi, Timothy A. Davis, Juni Kim, James Kitchen, Spencer Patty, Isaac Virshup, Erik Welch
2025 — conf
Julia GraphBLAS with Nonblocking Execution.
HPEC
Pascal Costanza, Timothy G. Mattson, Raye Kimmerer, Benjamin Brock
2025 J jnl
Julia GraphBLAS with Nonblocking Execution.
CoRR
Pascal Costanza, Timothy G. Mattson, Raye Kimmerer, Benjamin Brock
2025 A conf
Reproducibility Report for SC25 Paper MLP-Offload: Multi-Level, Multi-Path Offloading for LLM Pre-training to Break the GPU Memory Wall.
SC
Benjamin Brock
2025 J jnl
SHIRO: Near-Optimal Communication Strategies for Distributed Sparse Matrix Multiplication.
CoRR
Chen Zhuang, Lingqi Zhang, Benjamin Brock, Du Wu, Peng Chen, Toshio Endo, Satoshi Matsuoka, Mohamed Wahib
2025 — conf
Slicing Is All You Need: Towards A Universal One-Sided Algorithm for Distributed Matrix Multiplication.
SC Workshops
Benjamin Brock, Renato Golin
2025 J jnl
Slicing Is All You Need: Towards A Universal One-Sided Algorithm for Distributed Matrix Multiplication.
CoRR
Benjamin Brock, Renato Golin
2024 A conf
Distributed Ranges: A Model for Distributed Data Structures, Algorithms, and Views.
ICS
Benjamin Brock, Robert Cohn, Suyash Bakshi, Tuomas Karna, Jeongnim Kim, Mateusz Nowak, Lukasz Slusarczyk, Kacper Stefanski, Timothy G. Mattson
2024 J jnl
Distributed Ranges: A Model for Distributed Data Structures, Algorithms, and Views.
CoRR
Benjamin Brock, Robert Cohn, Suyash Bakshi, Tuomas Karna, Jeongnim Kim, Mateusz Nowak, Lukasz Slusarczyk, Kacper Stefanski, Timothy G. Mattson
2024 A conf
RDMA-Based Algorithms for Sparse Matrix Multiplication on GPUs.
ICS
Benjamin Brock, Aydin Buluç, Katherine A. Yelick
2024 — conf
The GraphBLAS 3.0 Project.
IPDPS (Workshops)
Raye Kimmerer, Timothy G. Mattson, Scott McMillan, Benjamin Brock, Erik Welch, Michel Pelletier, José E. Moreira
2024 J jnl
UniSparse: An Intermediate Language for General Sparse Format Customization.
CoRR
Jie Liu, Zhongyuan Zhao, Zijian Ding, Benjamin Brock, Hongbo Rong, Zhiru Zhang
2024 J jnl
UniSparse: An Intermediate Language for General Sparse Format Customization.
Proc. ACM Program. Lang.
Jie Liu, Zhongyuan Zhao, Zijian Ding, Benjamin Brock, Hongbo Rong, Zhiru Zhang
2023 J jnl
An Intermediate Language for General Sparse Format Customization.
IEEE Comput. Archit. Lett.
Jie Liu, Zhongyuan Zhao, Zijian Ding, Benjamin Brock, Hongbo Rong, Zhiru Zhang
2023 — conf
C++ and Interoperability Between Libraries: The GraphBLAS C++ Specification.
IPDPS Workshops
Benjamin Brock, Scott McMillan, Aydin Buluç, Timothy G. Mattson, José E. Moreira
2023 J jnl
RDMA-Based Algorithms for Sparse Matrix Multiplication on GPUs.
CoRR
Benjamin Brock, Aydin Buluç, Katherine A. Yelick
2022 B conf
Atos: A Task-Parallel GPU Scheduler for Graph Analytics.
ICPP
Yuxin Chen, Benjamin Brock, Serban D. Porumbescu, Aydin Buluç, Katherine A. Yelick, John D. Owens
2022 — conf
GraphBLAS: C++ Iterators for Sparse Matrices.
IPDPS Workshops
Benjamin Brock, Scott McMillan, Aydin Buluç, Timothy G. Mattson, José E. Moreira
2022 — —
RDMA-Based Distributed Data Structures for Large-Scale Parallel Systems
Benjamin Brock
2022 A conf
Scalable Irregular Parallelism with GPUs: Getting CPUs Out of the Way.
SC
Yuxin Chen, Benjamin Brock, Serban D. Porumbescu, Aydin Buluç, Katherine A. Yelick, John D. Owens
2021 J jnl
Atos: A Task-Parallel GPU Dynamic Scheduling Framework for Dynamic Irregular Computations.
CoRR
Yuxin Chen, Benjamin Brock, Serban D. Porumbescu, Aydin Buluç, Katherine A. Yelick, John D. Owens
2021 A conf
Distributed-memory parallel algorithms for sparse times tall-skinny-dense matrix multiplication.
ICS
Oguz Selvitopi, Benjamin Brock, Israt Nisa, Alok Tripathy, Katherine A. Yelick, Aydin Buluç
2021 — conf
Introduction to GraphBLAS 2.0.
IPDPS Workshops
Benjamin Brock, Aydin Buluç, Timothy G. Mattson, Scott McMillan, José E. Moreira
2020 — conf
A Roadmap for the GraphBLAS C++ API.
IPDPS Workshops
Benjamin Brock, Aydin Buluç, Timothy G. Mattson, Scott McMillan, José E. Moreira
2020 — conf
Considerations for a Distributed GraphBLAS API.
IPDPS Workshops
Benjamin Brock, Aydin Buluç, Timothy G. Mattson, Scott McMillan, José E. Moreira, Roger Pearce, Oguz Selvitopi, Trevor Steil
2020 J jnl
The Parallelism Motifs of Genomic Data Analysis.
CoRR
Katherine A. Yelick, Aydin Buluç, Muaaz G. Awan, Ariful Azad, Benjamin Brock, Rob Egan, Saliya Ekanayake, Marquita Ellis, Evangelos Georganas, Giulia Guidi, Steven A. Hofmeyr, Oguz Selvitopi, Cristina Teodoropol, Leonid Oliker
2019 B conf
BCL: A Cross-Platform Distributed Data Structures Library.
ICPP
Benjamin Brock, Aydin Buluç, Katherine A. Yelick
2019 A conf
Centrifuge: Evaluating full-system HLS-generated heterogenous-accelerator SoCs using FPGA-Acceleration.
ICCAD
Qijing Huang, Christopher Yarp, Sagar Karandikar, Nathan Pemberton, Benjamin Brock, Liang Ma, Guohao Dai, Robert Quitt, Krste Asanovic, John Wawrzynek
2019 J jnl
RDMA vs. RPC for Implementing Distributed Data Structures.
CoRR
Benjamin Brock, Yuxin Chen, Jiakun Yan, John D. Owens, Aydin Buluç, Katherine A. Yelick
2018 J jnl
BCL: A Cross-Platform Distributed Container Library.
CoRR
Benjamin Brock, Aydin Buluç, Katherine A. Yelick
2018 A conf
Indigo: A Domain-Specific Language for Fast, Portable Image Reconstruction.
IPDPS
Michael B. Driscoll, Benjamin Brock, Frank Ong, Jonathan I. Tamir, Hsiou-Yuan Liu, Michael Lustig, Armando Fox, Katherine A. Yelick
2016 — conf
Performance analysis and acceleration of explicit integration for large kinetic networks using batched GPU computations.
HPEC
Azzam Haidar, Benjamin Brock, Stanimire Tomov, Michael Guidry, Jay Jay Billings, Daniel Shyles, Jack J. Dongarra
2015 J jnl
Explicit integration with GPU acceleration for large kinetic networks.
J. Comput. Phys.
Benjamin Brock, Andrew Belt, Jay Jay Billings, Mike Guidry
2014 J jnl
Explicit Integration with GPU Acceleration for Large Kinetic Networks.
CoRR
Benjamin Brock, Andrew Belt, Jay Jay Billings, Mike Guidry