Timothy G. Mattson

87 papers A 6B 2C 3Misc 3Journal 31Unranked 35

Year	Rank	Type	Title / Venue / Authors
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	J	`jnl`	PragFormer: Data-Driven Parallel Source Code Classification with Transformers. Int. J. Parallel Program. Re'em Harel, Tal Kadosh, Niranjan Hasabnis, Timothy G. Mattson, Yuval Pinter, Gal Oren
2025	—	`conf`	Programming GPUs with OpenMP and Python. IWOMP Giorgis Georgakoudis, Todd A. Anderson, Stuart Archibald, Bronis R. de Supinski, Timothy G. Mattson
2025	J	`jnl`	What Quantum Can Learn from Classical Computer Engineering. ACM Trans. Quantum Comput. Anne Y. Matsuura, Timothy G. Mattson
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	—	`conf`	Indexed Binary Operations in the GraphBLAS. HPEC Timothy G. Mattson, Manaswinee Bezbaruah, Matthias Maier, Scott McMillan, Michel Pelletier, Erik Welch, Timothy A. Davis
2024	J	`jnl`	MPIrigen: MPI Code Generation through Domain-Specific Language Models. CoRR Nadav Schneider, Niranjan Hasabnis, Vy A. Vo, Tal Kadosh, Neva Krien, Mihai Capota, Abdul Wasay, Guy Tamir, Ted Willke, Nesreen K. Ahmed, Yuval Pinter, Timothy G. Mattson, Gal Oren
2024	—	`conf`	MonoCoder: Domain-Specific Code Language Model for HPC Codes and Tasks. HPEC Tal Kadosh, Niranjan Hasabnis, Vy A. Vo, Nadav Schneider, Neva Krien, Mihai Capota, Abdul Wasay, Guy Tamir, Ted Willke, Nesreen K. Ahmed, Yuval Pinter, Timothy G. Mattson, Gal Oren
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
2023	—	`conf`	Advising OpenMP Parallelization via A Graph-Based Approach with Transformers. IWOMP Tal Kadosh, Nadav Schneider, Niranjan Hasabnis, Timothy G. Mattson, Yuval Pinter, Gal Oren
2023	J	`jnl`	Advising OpenMP Parallelization via a Graph-Based Approach with Transformers. CoRR Tal Kadosh, Nadav Schneider, Niranjan Hasabnis, Timothy G. Mattson, Yuval Pinter, Gal Oren
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`	Domain-Specific Code Language Models: Unraveling the Potential for HPC Codes and Tasks. CoRR Tal Kadosh, Niranjan Hasabnis, Vy A. Vo, Nadav Schneider, Neva Krien, Mihai Capota, Abdul Wasay, Nesreen K. Ahmed, Ted Willke, Guy Tamir, Yuval Pinter, Timothy G. Mattson, Gal Oren
2023	—	`conf`	MPI-RICAL: Data-Driven MPI Distributed Parallelism Assistance with Transformers. SC Workshops Nadav Schneider, Tal Kadosh, Niranjan Hasabnis, Timothy G. Mattson, Yuval Pinter, Gal Oren
2023	J	`jnl`	MPI-rical: Data-Driven MPI Distributed Parallelism Assistance with Transformers. CoRR Nadav Schneider, Tal Kadosh, Niranjan Hasabnis, Timothy G. Mattson, Yuval Pinter, Gal Oren
2023	—	`conf`	Quantifying OpenMP: Statistical Insights into Usage and Adoption. HPEC Tal Kadosh, Niranjan Hasabnis, Timothy G. Mattson, Yuval Pinter, Gal Oren
2023	J	`jnl`	Quantifying OpenMP: Statistical Insights into Usage and Adoption. CoRR Tal Kadosh, Niranjan Hasabnis, Timothy G. Mattson, Yuval Pinter, Gal Oren
2023	J	`jnl`	Scope is all you need: Transforming LLMs for HPC Code. CoRR Tal Kadosh, Niranjan Hasabnis, Vy A. Vo, Nadav Schneider, Neva Krien, Abdul Wasay, Nesreen K. Ahmed, Ted Willke, Guy Tamir, Yuval Pinter, Timothy G. Mattson, Gal Oren
2022	—	`conf`	GraphBLAS: C++ Iterators for Sparse Matrices. IPDPS Workshops Benjamin Brock, Scott McMillan, Aydin Buluç, Timothy G. Mattson, José E. Moreira
2022	—	`ed.`	Heterogeneous Data Management, Polystores, and Analytics for Healthcare - VLDB Workshops, Poly 2022 and DMAH 2022, Virtual Event, September 9, 2022, Revised Selected Papers Poly/DMAH@VLDB El Kindi Rezig, Vijay Gadepally, Timothy G. Mattson, Michael Stonebraker, Tim Kraska, Jun Kong, Gang Luo, Dejun Teng, Fusheng Wang
2022	J	`jnl`	Introducing the Quantum Research Kernels: Lessons from Classical Parallel Computing. CoRR Anne Y. Matsuura, Timothy G. Mattson
2022	—	`ch.`	Introduction to GraphBLAS. Massive Graph Analytics Jeremy Kepner, Peter Aaltonen, David A. Bader, Aydin Buluç, Franz Franchetti, John Gilbert, Shana Hutchison, Manoj Kumar, Andrew Lumsdaine, Henning Meyerhenke, Scott McMillan, José E. Moreira, John D. Owens, Carl Yang, Marcin Zalewski, Timothy G. Mattson
2022	A	`conf`	Self-Organizing Data Containers. CIDR Samuel Madden, Jialin Ding, Tim Kraska, Sivaprasad Sudhir, David E. Cohen, Timothy G. Mattson, Nesime Tatbul
2022	—	`conf`	Towards a GraphBLAS Implementation for Go. IPDPS Workshops Pascal Costanza, Ibrahim Hur, Timothy G. Mattson
2021	—	`ed.`	Heterogeneous Data Management, Polystores, and Analytics for Healthcare - VLDB Workshops, Poly 2020 and DMAH 2020, Virtual Event, August 31 and September 4, 2020, Revised Selected Papers Poly/DMAH@VLDB Vijay Gadepally, Timothy G. Mattson, Michael Stonebraker, Tim Kraska, Fusheng Wang, Gang Luo, Jun Kong, Alevtina Dubovitskaya
2021	—	`ed.`	Heterogeneous Data Management, Polystores, and Analytics for Healthcare - VLDB Workshops, Poly 2021 and DMAH 2021, Virtual Event, August 20, 2021, Revised Selected Papers Poly/DMAH@VLDB El Kindi Rezig, Vijay Gadepally, Timothy G. Mattson, Michael Stonebraker, Tim Kraska, Fusheng Wang, Gang Luo, Jun Kong, Alevtina Dubovitskaya
2021	—	`conf`	Introduction to GraphBLAS 2.0. IPDPS Workshops Benjamin Brock, Aydin Buluç, Timothy G. Mattson, Scott McMillan, José E. Moreira
2021	—	`conf`	LAGraph: Linear Algebra, Network Analysis Libraries, and the Study of Graph Algorithms. IPDPS Workshops Gábor Szárnyas, David A. Bader, Timothy A. Davis, James Kitchen, Timothy G. Mattson, Scott McMillan, Erik Welch
2021	J	`jnl`	LAGraph: Linear Algebra, Network Analysis Libraries, and the Study of Graph Algorithms. CoRR Gábor Szárnyas, David A. Bader, Timothy A. Davis, James Kitchen, Timothy G. Mattson, Scott McMillan, Erik Welch
2021	J	`jnl`	PyOMP: Multithreaded Parallel Programming in Python. Comput. Sci. Eng. Timothy G. Mattson, Todd A. Anderson, Giorgis Georgakoudis, Konrad Hinsen, Anshu Dubey
2021	—	`conf`	The GraphBLAS in Julia and Python: the PageRank and Triangle Centralities. HPEC Michel Pelletier, Will Kimmerer, Timothy A. Davis, Timothy G. Mattson
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`	Debugging Large-Scale Data Science Pipelines using Dagger. Proc. VLDB Endow. El Kindi Rezig, Ashrita Brahmaroutu, Nesime Tatbul, Mourad Ouzzani, Nan Tang, Timothy G. Mattson, Samuel Madden, Michael Stonebraker
2020	—	`conf`	Evaluation of Graph Analytics Frameworks Using the GAP Benchmark Suite. IISWC 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
2020	J	`jnl`	MISIM: An End-to-End Neural Code Similarity System. CoRR Fangke Ye, Shengtian Zhou, Anand Venkat, Ryan Marcus, Nesime Tatbul, Jesmin Jahan Tithi, Paul Petersen, Timothy G. Mattson, Tim Kraska, Pradeep Dubey, Vivek Sarkar, Justin Gottschlich
2020	—	`conf`	Parallel GraphBLAS with OpenMP. CSC Mohsen Aznaveh, Jinhao Chen, Timothy A. Davis, Bálint Hegyi, Scott P. Kolodziej, Timothy G. Mattson, Gábor Szárnyas
2020	J	`jnl`	Poly'19 Workshop Summary: GDPR. SIGMOD Rec. Michael Stonebraker, Timothy G. Mattson, Tim Kraska, Vijay Gadepally
2019	—	`conf`	Evaluating data parallelism in C++ using the Parallel Research Kernels. IWOCL Jeff R. Hammond, Timothy G. Mattson
2019	—	`ed.`	Heterogeneous Data Management, Polystores, and Analytics for Healthcare - VLDB 2018 Workshops, Poly and DMAH, Rio de Janeiro, Brazil, August 31, 2018, Revised Selected Papers Poly/DMAH@VLDB Vijay Gadepally, Timothy G. Mattson, Michael Stonebraker, Fusheng Wang, Gang Luo, George Teodoro
2019	—	`ed.`	Heterogeneous Data Management, Polystores, and Analytics for Healthcare - VLDB 2019 Workshops, Poly and DMAH, Los Angeles, CA, USA, August 30, 2019, Revised Selected Papers Poly/DMAH@VLDB Vijay Gadepally, Timothy G. Mattson, Michael Stonebraker, Fusheng Wang, Gang Luo, Yanhui Laing, Alevtina Dubovitskaya
2019	A	`conf`	Super-Node SLP: Optimized Vectorization for Code Sequences Containing Operators and Their Inverse Elements. CGO Vasileios Porpodas, Rodrigo C. O. Rocha, Evgueni Brevnov, Luís F. W. Góes, Timothy G. Mattson
2019	Misc	`conf`	T2S-Tensor: Productively Generating High-Performance Spatial Hardware for Dense Tensor Computations. FCCM Nitish Kumar Srivastava, Hongbo Rong, Prithayan Barua, Guanyu Feng, Huanqi Cao, Zhiru Zhang, David H. Albonesi, Vivek Sarkar, Wenguang Chen, Paul Petersen, Geoff Lowney, Adam Herr, Christopher J. Hughes, Timothy G. Mattson, Pradeep Dubey
2018	J	`jnl`	The Ongoing Evolution of OpenMP. Proc. IEEE Bronis R. de Supinski, Thomas R. W. Scogland, Alejandro Duran, Michael Klemm, Sergi Mateo Bellido, Stephen L. Olivier, Christian Terboven, Timothy G. Mattson
2017	C	`conf`	A New Parallel Research Kernel to Expand Research on Dynamic Load-Balancing Capabilities. ISC Rob F. Van der Wijngaart, Evangelos Georganas, Timothy G. Mattson, Andrew M. Wissink
2017	—	`conf`	Enabling query processing across heterogeneous data models: A survey. IEEE BigData Ran Tan, Rada Chirkova, Vijay Gadepally, Timothy G. Mattson
2017	—	`conf`	GraphBLAS C API: Ideas for future versions of the specification. HPEC Timothy G. Mattson, Carl Yang, Scott McMillan, Aydin Buluç, José E. Moreira
2016	J	`jnl`	Associative Array Model of SQL, NoSQL, and NewSQL Databases. CoRR Jeremy Kepner, Vijay Gadepally, Dylan Hutchison, Hayden Jananthan, Timothy G. Mattson, Siddharth Samsi, Albert Reuther
2016	—	`conf`	Associative array model of SQL, NoSQL, and NewSQL databases. HPEC Jeremy Kepner, Vijay Gadepally, Dylan Hutchison, Hayden Jananthan, Timothy G. Mattson, Siddharth Samsi, Albert Reuther
2016	C	`conf`	Comparing Runtime Systems with Exascale Ambitions Using the Parallel Research Kernels. ISC Rob F. Van der Wijngaart, Abdullah Kayi, Jeff R. Hammond, Gabriele Jost, Tom St. John, Srinivas Sridharan, Timothy G. Mattson, John Abercrombie, Jacob Nelson
2016	A	`conf`	Design and Implementation of a Parallel Research Kernel for Assessing Dynamic Load-Balancing Capabilities. IPDPS Evangelos Georganas, Rob F. Van der Wijngaart, Timothy G. Mattson
2016	—	`conf`	Evaluating Online Global Recovery with Fenix Using Application-Aware In-Memory Checkpointing Techniques. ICPP Workshops Marc Gamell, Daniel S. Katz, Keita Teranishi, Michael A. Heroux, Rob F. Van der Wijngaart, Timothy G. Mattson, Manish Parashar
2016	J	`jnl`	Mathematical Foundations of the GraphBLAS. CoRR 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
2016	—	`conf`	Mathematical foundations of the GraphBLAS. HPEC 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
2016	—	`conf`	The Open Community Runtime: A runtime system for extreme scale computing. HPEC Timothy G. Mattson, Romain Cledat, Vincent Cavé, Vivek Sarkar, Zoran Budimlic, Sanjay Chatterjee, Joshua B. Fryman, Ivan Ganev, Robin Knauerhase, Min Lee, Benoît Meister, Brian Nickerson, Nick Pepperling, Bala Seshasayee, Sagnak Tasirlar, Justin Teller, Nick Vrvilo
2016	J	`jnl`	The TileDB Array Data Storage Manager. Proc. VLDB Endow. Stavros Papadopoulos, Kushal Datta, Samuel Madden, Timothy G. Mattson
2015	J	`jnl`	A Demonstration of the BigDAWG Polystore System. Proc. VLDB Endow. Aaron J. Elmore, Jennie Duggan, Mike Stonebraker, Magdalena Balazinska, Ugur Çetintemel, Vijay Gadepally, Jeffrey Heer, Bill Howe, Jeremy Kepner, Tim Kraska, Samuel Madden, David Maier, Timothy G. Mattson, Stavros Papadopoulos, Jeff Parkhurst, Nesime Tatbul, Manasi Vartak, Stan Zdonik
2015	Misc	`conf`	Graphs, Matrices, and the GraphBLAS: Seven Good Reasons. ICCS Jeremy Kepner, David A. Bader, Aydin Buluç, John R. Gilbert, Timothy G. Mattson, Henning Meyerhenke
2015	J	`jnl`	Graphs, Matrices, and the GraphBLAS: Seven Good Reasons. CoRR Jeremy Kepner, David A. Bader, Aydin Buluç, John R. Gilbert, Timothy G. Mattson, Henning Meyerhenke
2015	J	`jnl`	Special Issue on Architectures and Algorithms for Irregular Applications (AAIA) - Guest editors' introduction. J. Parallel Distributed Comput. Antonino Tumeo, John Feo, Oreste Villa, Simone Secchi, Timothy G. Mattson
2014	—	`conf`	The Parallel Research Kernels. HPEC Rob F. Van der Wijngaart, Timothy G. Mattson
2012	Misc	`conf`	Analysis of streaming social networks and graphs on multicore architectures. ICASSP E. Jason Riedy, Henning Meyerhenke, David A. Bader, David Ediger, Timothy G. Mattson
2012	J	`jnl`	Programming many-core architectures - a case study: dense matrix computations on the Intel single-chip cloud computer processor. Concurr. Comput. Pract. Exp. Bryan Marker, Ernie Chan, Jack Poulson, Robert A. van de Geijn, Rob F. Van der Wijngaart, Timothy G. Mattson, Theodore E. Kubaska
2011	J	`jnl`	Light-weight communications on Intel's single-chip cloud computer processor. ACM SIGOPS Oper. Syst. Rev. Rob F. Van der Wijngaart, Timothy G. Mattson, Werner Haas
2011	—	`ch.`	The Case for Message Passing on Many-Core Chips. Multiprocessor System-on-Chip Rakesh Kumar, Timothy G. Mattson, Gilles Pokam, Rob F. Van der Wijngaart
2010	—	`conf`	A 48-Core IA-32 message-passing processor with DVFS in 45nm CMOS. ISSCC Jason Howard, Saurabh Dighe, Yatin Vasant Hoskote, Sriram R. Vangal, David Finan, Gregory Ruhl, David Jenkins, Howard Wilson, Nitin Borkar, Gerhard Schrom, Fabric Pailet, Shailendra Jain, Tiju Jacob, Satish Yada, Sraven Marella, Praveen Salihundam, Vasantha Erraguntla, Michael Konow, Michael Riepen, Guido Droege, Joerg Lindemann, Matthias Gries, Thomas Apel, Kersten Henriss, Tor Lund-Larsen, Sebastian Steibl, Shekhar Borkar, Vivek De, Rob F. Van der Wijngaart, Timothy G. Mattson
2010	A	`conf`	The 48-core SCC Processor: the Programmer's View. SC Timothy G. Mattson, Michael Riepen, Thomas Lehnig, Paul Brett, Werner Haas, Patrick Kennedy, Jason Howard, Sriram R. Vangal, Nitin Borkar, Gregory Ruhl, Saurabh Dighe
2008	A	`conf`	Programming the Intel 80-core network-on-a-chip terascale processor. SC Timothy G. Mattson, Rob F. Van der Wijngaart, Michael A. Frumkin
2008	J	`jnl`	The Concurrency Challenge. IEEE Des. Test Comput. Wen-mei W. Hwu, Kurt Keutzer, Timothy G. Mattson
2003	J	`jnl`	How good is OpenMP. Sci. Program. Timothy G. Mattson
2001	B	`conf`	An Introduction to OpenMP. CCGRID Timothy G. Mattson
2001	B	`conf`	High Performance Computing at Intel: The OSCAR Software Solution Stack for Cluster Computing. CCGRID Timothy G. Mattson
2001	J	`jnl`	Parallel programming with a pattern language. Int. J. Softw. Tools Technol. Transf. Berna L. Massingill, Timothy G. Mattson, Beverly A. Sanders
2000	—	`conf`	A Pattern Language for Parallel Application Programs (Research Note). Euro-Par Berna L. Massingill, Timothy G. Mattson, Beverly A. Sanders
2000	—	`conf`	An Introduction to OpenMP 2.0. ISHPC Timothy G. Mattson
2000	C	`conf`	Cluster Computing at Intel. CLUSTER Timothy G. Mattson
2000	—	`conf`	The Evolution of OpenMP. PARA Timothy G. Mattson
1996	—	`conf`	A TeraFLOP Supercomputer in 1996: The ASCI TFLOP System. IPPS Timothy G. Mattson, David Scott, Stephen R. Wheat
1995	J	`jnl`	Programming Environments for Parallel and Distributed Computing: a Comparison of P4, Pvm, Linda, and Tcgmsg. Int. J. High Perform. Comput. Appl. Timothy G. Mattson
1994	—	`conf`	Programming Environments for Parallel Computing: A Comparison of CPS, Linda, P4, PVM, POSYBL, and TCGMS. HICSS (2) Timothy G. Mattson
1994	J	`jnl`	The Efficiency of Linda for General Purpose Scientific Programming. Sci. Program. Timothy G. Mattson
1994	J	`jnl`	The Linda® Alternative to Message-Passing Systems. Parallel Comput. Nicholas Carriero, David Gelernter, Timothy G. Mattson, Andrew H. Sherman
1991	—	`conf`	Portable programs for parallel computers using STRAND Compcon Timothy G. Mattson
1990	—	`conf`	Adventures in portable parallel programming: STRAND ICSM Timothy G. Mattson
1989	—	`conf`	Design and implementation of an Ada mathematics library. TRI-Ada Timothy G. Mattson, Linda J. Shanbeck