John D. Owens

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 84

Top Venues

Publications

Toluwanimi O. Odemuyiwa, Joel S. Emer, John D. Owens
The EDGE Language: Extended General Einsums for Graph Algorithms. CoRR (2024)
Zhongyi Lin, Ning Sun, Pallab Bhattacharya, Xizhou Feng, Louis Feng, John D. Owens
Towards Universal Performance Modeling for Machine Learning Training on Multi-GPU Platforms. CoRR (2024)
John D. Owens, Bruce Hoppe
Helping Faculty Teach Software Performance Engineering. IPDPS (Workshops) (2024)
Muhammad Osama, Serban D. Porumbescu, John D. Owens
A Programming Model for GPU Load Balancing. PPoPP (2023)
Muhammad A. Awad, Saman Ashkiani, Serban D. Porumbescu, Martin Farach-Colton, John D. Owens
Analyzing and Implementing GPU Hash Tables. APOCS (2023)
Cameron Shinn, Collin McCarthy, Saurav Muralidharan, Muhammad Osama, John D. Owens
The Sparsity Roofline: Understanding the Hardware Limits of Sparse Neural Networks. CoRR (2023)
Toluwanimi O. Odemuyiwa, Hadi Asghari Moghaddam, Michael Pellauer, Kartik Hegde, Po-An Tsai, Neal Clayton Crago, Aamer Jaleel, John D. Owens, Edgar Solomonik, Joel S. Emer, Christopher W. Fletcher
Accelerating Sparse Data Orchestration via Dynamic Reflexive Tiling. ASPLOS (3) (2023)
Toluwanimi O. Odemuyiwa, Hadi Asghari Moghaddam, Michael Pellauer, Kartik Hegde, Po-An Tsai, Neal Clayton Crago, Aamer Jaleel, John D. Owens, Edgar Solomonik, Joel S. Emer, Christopher W. Fletcher
Accelerating Sparse Data Orchestration via Dynamic Reflexive Tiling (Extended Abstract). HOPC@SPAA (2023)
Muhammad Osama, Duane Merrill, Cris Cecka, Michael Garland, John D. Owens
Stream-K: Work-Centric Parallel Decomposition for Dense Matrix-Matrix Multiplication on the GPU. PPoPP (2023)
Muhammad Osama, Serban D. Porumbescu, John D. Owens
A Programming Model for GPU Load Balancing. CoRR (2023)
Matthew Drescher, Muhammad A. Awad, Serban D. Porumbescu, John D. Owens
BOBA: A Parallel Lightweight Graph Reordering Algorithm with Heavyweight Implications. CoRR (2023)
Afton Geil, Serban D. Porumbescu, John D. Owens
Maximum Clique Enumeration on the GPU. IPDPS Workshops (2023)
Muhammad Osama, Duane Merrill, Cris Cecka, Michael Garland, John D. Owens
Stream-K: Work-centric Parallel Decomposition for Dense Matrix-Matrix Multiplication on the GPU. CoRR (2023)
Jonathan D. Wapman, Sean Treichler, Serban D. Porumbescu, John D. Owens
Harmonic CUDA: Asynchronous Programming on GPUs. PMAM@PPoPP (2023)
Kerry A. Seitz, Theresa Foley, Serban D. Porumbescu, John D. Owens
Supporting Unified Shader Specialization by Co-opting C++ Features. Proc. ACM Comput. Graph. Interact. Tech. 5 (3) (2022)
Muhammad Osama, Serban D. Porumbescu, John D. Owens
Essentials of Parallel Graph Analytics. CoRR (2022)
Muhammad A. Awad, Serban D. Porumbescu, John D. Owens
A GPU Multiversion B-Tree. PACT (2022)
Yuxin Chen, Benjamin Brock, Serban D. Porumbescu, Aydin Buluç, Katherine A. Yelick, John D. Owens
Scalable Irregular Parallelism with GPUs: Getting CPUs Out of the Way. SC (2022)
Zhongyi Lin, Louis Feng, Ehsan K. Ardestani, Jaewon Lee, John Lundell, Changkyu Kim, Arun Kejariwal, John D. Owens
Building a Performance Model for Deep Learning Recommendation Model Training on GPUs. ISPASS (2022)
Zhongyi Lin, Louis Feng, Ehsan K. Ardestani, Jaewon Lee, John Lundell, Changkyu Kim, Arun Kejariwal, John D. Owens
Building a Performance Model for Deep Learning Recommendation Model Training on GPUs. CoRR (2022)
Carl Yang, Aydin Buluç, John D. Owens
GraphBLAST: A High-Performance Linear Algebra-based Graph Framework on the GPU. ACM Trans. Math. Softw. 48 (1) (2022)
Zhongyi Lin, Louis Feng, Ehsan K. Ardestani, Jaewon Lee, John Lundell, Changkyu Kim, Arun Kejariwal, John D. Owens
Building a Performance Model for Deep Learning Recommendation Model Training on GPUs. HIPC (2022)
Muhammad Osama, Serban D. Porumbescu, John D. Owens
Essentials of Parallel Graph Analytics. IPDPS Workshops (2022)
Yuxin Chen, Benjamin Brock, Serban D. Porumbescu, Aydin Buluç, Katherine A. Yelick, John D. Owens
Atos: A Task-Parallel GPU Scheduler for Graph Analytics. ICPP (2022)
Muhammad A. Awad, Saman Ashkiani, Serban D. Porumbescu, Martin Farach-Colton, John D. Owens
Better GPU Hash Tables. CoRR (2021)
Zhongyi Lin, Evangelos Georganas, John D. Owens
Towards Flexible and Compiler-Friendly Layer Fusion for CNNs on Multicore CPUs. Euro-Par (2021)
Ahmed H. Mahmoud, Serban D. Porumbescu, John D. Owens
RXMesh: a GPU mesh data structure. ACM Trans. Graph. 40 (4) (2021)
Yuxin Chen, Benjamin Brock, Serban D. Porumbescu, Aydin Buluç, Katherine A. Yelick, John D. Owens
Atos: A Task-Parallel GPU Dynamic Scheduling Framework for Dynamic Irregular Computations. CoRR (2021)
Kerry A. Seitz Jr., Theresa Foley, Serban D. Porumbescu, John D. Owens
Unified Shader Programming in C++. CoRR (2021)
Muhammad A. Awad, Saman Ashkiani, Serban D. Porumbescu, John D. Owens
Dynamic Graphs on the GPU. IPDPS (2020)
Weitang Liu, Xiaoyun Wang, John D. Owens, Yixuan Li
Energy-based Out-of-distribution Detection. NeurIPS (2020)
Weitang Liu, Xiaoyun Wang, John D. Owens, Yixuan Li
Energy-based Out-of-distribution Detection. CoRR (2020)
Ahmed Abdelkader, Chandrajit L. Bajaj, Mohamed S. Ebeida, Ahmed H. Mahmoud, Scott A. Mitchell, John D. Owens, Ahmad A. Rushdi
VoroCrust: Voronoi Meshing Without Clipping. ACM Trans. Graph. 39 (3) (2020)
Leyuan Wang, John D. Owens
Fast Gunrock Subgraph Matching (GSM) on GPUs. CoRR (2020)
Muhammad Osama, Minh Truong, Carl Yang, Aydin Buluç, John D. Owens
Graph Coloring on the GPU. IPDPS Workshops (2019)
Kerry A. Seitz Jr., Theresa Foley, Serban D. Porumbescu, John D. Owens
Staged metaprogramming for shader system development. ACM Trans. Graph. 38 (6) (2019)
Zhongyi Lin, Matthew Yih, Jeffrey M. Ota, John D. Owens, Pinar Muyan-Özçelik
Benchmarking Deep Learning Frameworks and Investigating FPGA Deployment for Traffic Sign Classification and Detection. IEEE Trans. Intell. Veh. 4 (3) (2019)
Ahmed Abdelkader, Chandrajit L. Bajaj, Mohamed S. Ebeida, Ahmed H. Mahmoud, Scott A. Mitchell, John D. Owens, Ahmad A. Rushdi
VoroCrust: Voronoi Meshing Without Clipping. CoRR (2019)
Benjamin Brock, Yuxin Chen, Jiakun Yan, John D. Owens, Aydin Buluç, Katherine A. Yelick
RDMA vs. RPC for Implementing Distributed Data Structures. CoRR (2019)
Leyuan Wang, John D. Owens
Fast BFS-Based Triangle Counting on GPUs. CoRR (2019)
Carl Yang, Aydin Buluç, John D. Owens
GraphBLAST: A High-Performance Linear Algebra-based Graph Framework on the GPU. CoRR (2019)
Muhammad A. Awad, Saman Ashkiani, Rob Johnson, Martin Farach-Colton, John D. Owens
Engineering a high-performance GPU B-Tree. PPoPP (2019)
Weitang Liu, Lifeng Wei, James Sharpnack, John D. Owens
Unsupervised Object Segmentation with Explicit Localization Module. CoRR (2019)
Benjamin A. Brock, Yuxin Chen, Jiakun Yan, John D. Owens, Aydin Buluç, Katherine A. Yelick
RDMA vs. RPC for Implementing Distributed Data Structures. IA3@SC (2019)
Leyuan Wang, John D. Owens
Fast BFS-Based Triangle Counting on GPUs. HPEC (2019)
Xiaoyun Wang, Zhongyi Lin, Carl Yang, John D. Owens
Accelerating DNN Inference with GraphBLAS and the GPU. HPEC (2019)
Carl Yang, Aydin Buluç, John D. Owens
Design Principles for Sparse Matrix Multiplication on the GPU. Euro-Par (2018)
Carl Yang, Aydin Buluç, John D. Owens
Implementing Push-Pull Efficiently in GraphBLAS. CoRR (2018)
Carl Yang, Aydin Buluç, John D. Owens
Implementing Push-Pull Efficiently in GraphBLAS. ICPP (2018)
Ahmed Abdelkader, Chandrajit L. Bajaj, Mohamed S. Ebeida, Ahmed H. Mahmoud, Scott A. Mitchell, John D. Owens, Ahmad A. Rushdi
VoroCrust Illustrated: Theory and Challenges (Multimedia Exposition). SoCG (2018)
Leyuan Wang, Yangzihao Wang, Carl Yang, John D. Owens
A Comparative Study on Exact Triangle Counting Algorithms on the GPU. CoRR (2018)
Ahmed Abdelkader, Chandrajit L. Bajaj, Mohamed S. Ebeida, Ahmed H. Mahmoud, Scott A. Mitchell, John D. Owens, Ahmad A. Rushdi
Sampling Conditions for Conforming Voronoi Meshing by the VoroCrust Algorithm. CoRR (2018)
Yuechao Pan, Roger Pearce, John D. Owens
Scalable Breadth-First Search on a GPU Cluster. IPDPS (2018)
Saman Ashkiani, Shengren Li, Martin Farach-Colton, Nina Amenta, John D. Owens
GPU LSM: A Dynamic Dictionary Data Structure for the GPU. IPDPS (2018)
John D. Owens
Technical perspective: Graphs, betweenness centrality, and the GPU. Commun. ACM 61 (8) (2018)
Ahmed Abdelkader, Chandrajit L. Bajaj, Mohamed S. Ebeida, Ahmed H. Mahmoud, Scott A. Mitchell, John D. Owens, Ahmad A. Rushdi
Sampling Conditions for Conforming Voronoi Meshing by the VoroCrust Algorithm. SoCG (2018)
Weitang Liu, Emad Barsoum, John D. Owens
Object Localization and Motion Transfer learning with Capsules. CoRR (2018)
Yuechao Pan, Roger Pearce, John D. Owens
Scalable Breadth-First Search on a GPU Cluster. CoRR (2018)
Saman Ashkiani, Martin Farach-Colton, John D. Owens
A Dynamic Hash Table for the GPU. IPDPS (2018)
Zhongyi Lin, Jeffrey M. Ota, John D. Owens, Pinar Muyan-Özçelik
Benchmarking Deep Learning Frameworks with FPGA-suitable Models on a Traffic Sign Dataset. Intelligent Vehicles Symposium (2018)
Matthew Yih, Jeffrey M. Ota, John D. Owens, Pinar Muyan-Özçelik
FPGA versus GPU for Speed-Limit-Sign Recognition. ITSC (2018)
Afton Geil, Martin Farach-Colton, John D. Owens
Quotient Filters: Approximate Membership Queries on the GPU. IPDPS (2018)
Carl Yang, Aydin Buluç, John D. Owens
Design Principles for Sparse Matrix Multiplication on the GPU. CoRR (2018)
Yuechao Pan, Yangzihao Wang, Yuduo Wu, Carl Yang, John D. Owens
Multi-GPU Graph Analytics. IPDPS (2017)
Saman Ashkiani, Andrew A. Davidson, Ulrich Meyer, John D. Owens
GPU Multisplit. CoRR (2017)
Saman Ashkiani, Martin Farach-Colton, John D. Owens
A Dynamic Hash Table for the GPU. CoRR (2017)
Saman Ashkiani, Shengren Li, Martin Farach-Colton, Nina Amenta, John D. Owens
GPU LSM: A Dynamic Dictionary Data Structure for the GPU. CoRR (2017)
Yangzihao Wang, Yuechao Pan, Andrew A. Davidson, Yuduo Wu, Carl Yang, Leyuan Wang, Muhammad Osama, Chenshan Yuan, Weitang Liu, Andy T. Riffel, John D. Owens
Gunrock: GPU Graph Analytics. CoRR (2017)
Yangzihao Wang, Yuechao Pan, Andrew A. Davidson, Yuduo Wu, Carl Yang, Leyuan Wang, Muhammad Osama, Chenshan Yuan, Weitang Liu, Andy T. Riffel, John D. Owens
Gunrock: GPU Graph Analytics. ACM Trans. Parallel Comput. 4 (1) (2017)
Yangzihao Wang, Sean Baxter, John D. Owens
Mini-Gunrock: A Lightweight Graph Analytics Framework on the GPU. IPDPS Workshops (2017)
Pinar Muyan-Özçelik, John D. Owens
Methods for multitasking among real-time embedded compute tasks running on the GPU. Concurr. Comput. Pract. Exp. 29 (15) (2017)
Ahmed Abdelkader, Ahmed H. Mahmoud, Ahmad A. Rushdi, Scott A. Mitchell, John D. Owens, Mohamed S. Ebeida
A Constrained Resampling Strategy for Mesh Improvement. Comput. Graph. Forum 36 (5) (2017)
Saman Ashkiani, Andrew A. Davidson, Ulrich Meyer, John D. Owens
GPU Multisplit: An Extended Study of a Parallel Algorithm. ACM Trans. Parallel Comput. 4 (1) (2017)
Mohamed S. Ebeida, Ahmad A. Rushdi, Muhammad A. Awad, Ahmed H. Mahmoud, Dong-Ming Yan, Shawn A. English, John D. Owens, Chandrajit L. Bajaj, Scott A. Mitchell
Disk Density Tuning of a Maximal Random Packing. Comput. Graph. Forum 35 (5) (2016)
Leyuan Wang, Yangzihao Wang, Carl Yang, John D. Owens
A Comparative Study on Exact Triangle Counting Algorithms on the GPU. HPGP@HPDC (2016)
Ross K. Gegan, Vishal Ahuja, John D. Owens, Dipak Ghosal
Real-time GPU-based timing channel detection using entropy. CNS (2016)
Jonathan Y. Kemal, Roger L. Davis, John D. Owens
Multidisciplinary simulation acceleration using multiple shared memory graphical processing units. Int. J. High Perform. Comput. Appl. 30 (4) (2016)
Jeremy Kepner, Peter Aaltonen, David A. Bader, Aydin Buluç, Franz Franchetti, John R. Gilbert, Dylan Hutchison, Manoj Kumar, Andrew Lumsdaine, Henning Meyerhenke, Scott McMillan, Carl Yang, John D. Owens, Marcin Zalewski, Timothy G. Mattson, José E. Moreira
Mathematical foundations of the GraphBLAS. HPEC (2016)
Yangzihao Wang, Andrew A. Davidson, Yuechao Pan, Yuduo Wu, Andy Riffel, John D. Owens
Gunrock: a high-performance graph processing library on the GPU. PPOPP (2016)
Saman Ashkiani, Andrew A. Davidson, Ulrich Meyer, John D. Owens
GPU multisplit. PPOPP (2016)
Leyuan Wang, Sean Baxter, John D. Owens
Fast parallel skew and prefix-doubling suffix array construction on the GPU. Concurr. Comput. Pract. Exp. 28 (12) (2016)
Jeremy Kepner, Peter Aaltonen, David A. Bader, Aydin Buluç, Franz Franchetti, John R. Gilbert, Dylan Hutchison, Manoj Kumar, Andrew Lumsdaine, Henning Meyerhenke, Scott McMillan, José E. Moreira, John D. Owens, Carl Yang, Marcin Zalewski, Timothy G. Mattson
Mathematical Foundations of the GraphBLAS. CoRR (2016)
Saman Ashkiani, Nina Amenta, John D. Owens
Parallel Approaches to the String Matching Problem on the GPU. SPAA (2016)
Pinar Muyan-Özçelik, John D. Owens
Multitasking Real-time Embedded GPU Computing Tasks. PMAM@PPoPP (2016)
Anjul Patney, Stanley Tzeng, Kerry A. Seitz Jr., John D. Owens
Piko: a framework for authoring programmable graphics pipelines. ACM Trans. Graph. 34 (4) (2015)
Carl Yang, Yangzihao Wang, John D. Owens
Fast Sparse Matrix and Sparse Vector Multiplication Algorithm on the GPU. IPDPS Workshops (2015)
Yuduo Wu, Yangzihao Wang, Yuechao Pan, Carl Yang, John D. Owens
Performance Characterization of High-Level Programming Models for GPU Graph Analytics. IISWC (2015)
Thomas Weber, Michael Wimmer, John D. Owens
Parallel Reyes-style adaptive subdivision with bounded memory usage. I3D (2015)
Mikhail M. Shashkov, Jason Mak, Shawn Recker, Connie S. Nguyen, John D. Owens, Kenneth I. Joy
Efficient dense reconstruction using geometry and image consistency constraints. AIPR (2015)
Yangzihao Wang, Andrew A. Davidson, Yuechao Pan, Yuduo Wu, Andy Riffel, John D. Owens
Gunrock: a high-performance graph processing library on the GPU. PPOPP (2015)
Yangzihao Wang, Andrew A. Davidson, Yuechao Pan, Yuduo Wu, Andy Riffel, John D. Owens
Gunrock: A High-Performance Graph Processing Library on the GPU. CoRR (2015)
Leyuan Wang, Sean Baxter, John D. Owens
Fast Parallel Suffix Array on the GPU. Euro-Par (2015)
Yuechao Pan, Yangzihao Wang, Yuduo Wu, Carl Yang, John D. Owens
Multi-GPU Graph Analytics. CoRR (2015)
Anjul Patney, Stanley Tzeng, Kerry A. Seitz Jr., John D. Owens
Piko: A Design Framework for Programmable Graphics Pipelines. CoRR (2014)
Jason Mak, Mauricio Hess-Flores, Shawn Recker, John D. Owens, Kenneth I. Joy
GPU-accelerated and efficient multi-view triangulation for scene reconstruction. WACV (2014)
Mohamed S. Ebeida, Anjul Patney, Scott A. Mitchell, Keith R. Dalbey, Andrew A. Davidson, John D. Owens
-dimensional flat searches. ACM Trans. Graph. 33 (1) (2014)
Jason Mak, Mauricio Hess-Flores, Shawn Recker, John D. Owens, Kenneth I. Joy
A Comparative Study of GPU-Accelerated Multi-view Sequential Reconstruction Triangulation Methods for Large-Scale Scenes. ACCV Workshops (1) (2014)
Andrew A. Davidson, Sean Baxter, Michael Garland, John D. Owens
Work-Efficient Parallel GPU Methods for Single-Source Shortest Paths. IPDPS (2014)
Afton Geil, Yangzihao Wang, John D. Owens
WTF, GPU! computing twitter's who-to-follow on the GPU. COSN (2014)
Mohamed S. Ebeida, Anjul Patney, Scott A. Mitchell, Keith R. Dalbey, Andrew A. Davidson, John D. Owens
k-d Darts: Sampling by k-Dimensional Flat Searches CoRR (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

John D. Owens