Kevin J. Brown

According to our database, Kevin J. Brown authored at least 19 papers between 2011 and 2024.

Collaborative distances:

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

2024

SambaNova SN40L: Scaling the AI Memory Wall with Dataflow and Composition of Experts.

Raghu Prabhakar, Ram Sivaramakrishnan, Darshan Gandhi, Yun Du, Mingran Wang, Xiangyu Song, Kejie Zhang, Tianren Gao, Angela Wang, Karen Li, Yongning Sheng, Joshua Brot, Denis Sokolov, Apurv Vivek, Calvin Leung, Arjun Sabnis, Jiayu Bai, Tuowen Zhao, Mark Gottscho, David Jackson, Mark Luttrell, Manish K. Shah, Edison Chen, Kaizhao Liang, Swayambhoo Jain, Urmish Thakker, Dawei Huang, Sumti Jairath, Kevin J. Brown, Kunle Olukotun

CoRR, 2024

2018

Flare: Optimizing Apache Spark with Native Compilation for Scale-Up Architectures and Medium-Size Data.

Grégory M. Essertel, Ruby Y. Tahboub, James M. Decker, Kevin J. Brown, Kunle Olukotun, Tiark Rompf

Proceedings of the 13th USENIX Symposium on Operating Systems Design and Implementation, 2018

2017

Flare: Native Compilation for Heterogeneous Workloads in Apache Spark.

Grégory M. Essertel, Ruby Y. Tahboub, James M. Decker, Kevin J. Brown, Kunle Olukotun, Tiark Rompf

CoRR, 2017

Functional parallels of sequential imperatives (short paper).

Tiark Rompf, Kevin J. Brown

Proceedings of the 2017 ACM SIGPLAN Workshop on Partial Evaluation and Program Manipulation, 2017

2016

Have abstraction and eat performance, too: optimized heterogeneous computing with parallel patterns.

Kevin J. Brown, HyoukJoong Lee, Tiark Rompf, Arvind K. Sujeeth, Christopher De Sa, Christopher R. Aberger, Kunle Olukotun

Proceedings of the 2016 International Symposium on Code Generation and Optimization, 2016

Generating Configurable Hardware from Parallel Patterns.

Raghu Prabhakar, David Koeplinger, Kevin J. Brown, HyoukJoong Lee, Christopher De Sa, Christos Kozyrakis, Kunle Olukotun

Proceedings of the Twenty-First International Conference on Architectural Support for Programming Languages and Operating Systems, 2016

2015

Go Meta! A Case for Generative Programming and DSLs in Performance Critical Systems.

Tiark Rompf, Kevin J. Brown, HyoukJoong Lee, Arvind K. Sujeeth, Manohar Jonnalagedda, Nada Amin, Georg Ofenbeck, Alen Stojanov, Yannis Klonatos, Mohammad Dashti, Christoph Koch, Markus Püschel, Kunle Olukotun

Proceedings of the 1st Summit on Advances in Programming Languages, 2015

2014

Delite: A Compiler Architecture for Performance-Oriented Embedded Domain-Specific Languages.

Arvind K. Sujeeth, Kevin J. Brown, HyoukJoong Lee, Tiark Rompf, Hassan Chafi, Martin Odersky, Kunle Olukotun

ACM Trans. Embed. Comput. Syst., 2014

Surgical precision JIT compilers.

Tiark Rompf, Arvind K. Sujeeth, Kevin J. Brown, HyoukJoong Lee, Hassan Chafi, Kunle Olukotun

Proceedings of the ACM SIGPLAN Conference on Programming Language Design and Implementation, 2014

Locality-Aware Mapping of Nested Parallel Patterns on GPUs.

HyoukJoong Lee, Kevin J. Brown, Arvind K. Sujeeth, Tiark Rompf, Kunle Olukotun

Proceedings of the 47th Annual IEEE/ACM International Symposium on Microarchitecture, 2014

Hardware system synthesis from Domain-Specific Languages.

Nithin George, HyoukJoong Lee, David Novo, Tiark Rompf, Kevin J. Brown, Arvind K. Sujeeth, Martin Odersky, Kunle Olukotun, Paolo Ienne

Proceedings of the 24th International Conference on Field Programmable Logic and Applications, 2014

2013

Optimizing data structures in high-level programs: new directions for extensible compilers based on staging.

Tiark Rompf, Arvind K. Sujeeth, Nada Amin, Kevin J. Brown, Vojin Jovanovic, HyoukJoong Lee, Manohar Jonnalagedda, Kunle Olukotun, Martin Odersky

Proceedings of the 40th Annual ACM SIGPLAN-SIGACT Symposium on Principles of Programming Languages, 2013

Forge: generating a high performance DSL implementation from a declarative specification.

Arvind K. Sujeeth, Austin Gibbons, Kevin J. Brown, HyoukJoong Lee, Tiark Rompf, Martin Odersky, Kunle Olukotun

Proceedings of the Generative Programming: Concepts and Experiences, 2013

Composition and Reuse with Compiled Domain-Specific Languages.

Arvind K. Sujeeth, Tiark Rompf, Kevin J. Brown, HyoukJoong Lee, Hassan Chafi, Victoria Popic, Michael Wu, Aleksandar Prokopec, Vojin Jovanovic, Martin Odersky, Kunle Olukotun

Proceedings of the ECOOP 2013 - Object-Oriented Programming, 2013

2011

Implementing Domain-Specific Languages for Heterogeneous Parallel Computing.

HyoukJoong Lee, Kevin J. Brown, Arvind K. Sujeeth, Hassan Chafi, Tiark Rompf, Martin Odersky, Kunle Olukotun

IEEE Micro, 2011

Building-Blocks for Performance Oriented DSLs

Tiark Rompf, Arvind K. Sujeeth, HyoukJoong Lee, Kevin J. Brown, Hassan Chafi, Martin Odersky, Kunle Olukotun

Proceedings of the Proceedings IFIP Working Conference on Domain-Specific Languages, 2011

A domain-specific approach to heterogeneous parallelism.

Hassan Chafi, Arvind K. Sujeeth, Kevin J. Brown, HyoukJoong Lee, Anand R. Atreya, Kunle Olukotun

Proceedings of the 16th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2011

OptiML: An Implicitly Parallel Domain-Specific Language for Machine Learning.

Arvind K. Sujeeth, HyoukJoong Lee, Kevin J. Brown, Tiark Rompf, Hassan Chafi, Michael Wu, Anand R. Atreya, Martin Odersky, Kunle Olukotun

Proceedings of the 28th International Conference on Machine Learning, 2011

A Heterogeneous Parallel Framework for Domain-Specific Languages.

Kevin J. Brown, Arvind K. Sujeeth, HyoukJoong Lee, Tiark Rompf, Hassan Chafi, Martin Odersky, Kunle Olukotun

Proceedings of the 2011 International Conference on Parallel Architectures and Compilation Techniques, 2011