Kevin J. Brown

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 8

Top Topics

Domain Specific Languages

Heterogeneous Computing

Parallel Hardware

Top Venues

ACM Trans. Embed. Comput. Syst.

Publications

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
SambaNova SN40L: Scaling the AI Memory Wall with Dataflow and Composition of Experts. CoRR (2024)
Grégory M. Essertel, Ruby Y. Tahboub, James M. Decker, Kevin J. Brown, Kunle Olukotun, Tiark Rompf
Flare: Optimizing Apache Spark with Native Compilation for Scale-Up Architectures and Medium-Size Data. OSDI (2018)
Grégory M. Essertel, Ruby Y. Tahboub, James M. Decker, Kevin J. Brown, Kunle Olukotun, Tiark Rompf
Flare: Native Compilation for Heterogeneous Workloads in Apache Spark. CoRR (2017)
Tiark Rompf, Kevin J. Brown
Functional parallels of sequential imperatives (short paper). PEPM (2017)
Kevin J. Brown, HyoukJoong Lee, Tiark Rompf, Arvind K. Sujeeth, Christopher De Sa, Christopher R. Aberger, Kunle Olukotun
Have abstraction and eat performance, too: optimized heterogeneous computing with parallel patterns. CGO (2016)
Raghu Prabhakar, David Koeplinger, Kevin J. Brown, HyoukJoong Lee, Christopher De Sa, Christos Kozyrakis, Kunle Olukotun
Generating Configurable Hardware from Parallel Patterns. ASPLOS (2016)
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
Go Meta! A Case for Generative Programming and DSLs in Performance Critical Systems. SNAPL (2015)
Raghu Prabhakar, David Koeplinger, Kevin J. Brown, HyoukJoong Lee, Christopher De Sa, Christos Kozyrakis, Kunle Olukotun
Generating Configurable Hardware from Parallel Patterns. CoRR (2015)
Arvind K. Sujeeth, Kevin J. Brown, HyoukJoong Lee, Tiark Rompf, Hassan Chafi, Martin Odersky, Kunle Olukotun
Delite: A Compiler Architecture for Performance-Oriented Embedded Domain-Specific Languages. ACM Trans. Embed. Comput. Syst. 13 (4s) (2014)
Nithin George, HyoukJoong Lee, David Novo, Tiark Rompf, Kevin J. Brown, Arvind K. Sujeeth, Martin Odersky, Kunle Olukotun, Paolo Ienne
Hardware system synthesis from Domain-Specific Languages. FPL (2014)
HyoukJoong Lee, Kevin J. Brown, Arvind K. Sujeeth, Tiark Rompf, Kunle Olukotun
Locality-Aware Mapping of Nested Parallel Patterns on GPUs. MICRO (2014)
Tiark Rompf, Arvind K. Sujeeth, Kevin J. Brown, HyoukJoong Lee, Hassan Chafi, Kunle Olukotun
Surgical precision JIT compilers. PLDI (2014)
Arvind K. Sujeeth, Austin Gibbons, Kevin J. Brown, HyoukJoong Lee, Tiark Rompf, Martin Odersky, Kunle Olukotun
Forge: generating a high performance DSL implementation from a declarative specification. GPCE (2013)
Arvind K. Sujeeth, Tiark Rompf, Kevin J. Brown, HyoukJoong Lee, Hassan Chafi, Victoria Popic, Michael Wu, Aleksandar Prokopec, Vojin Jovanovic, Martin Odersky, Kunle Olukotun
Composition and Reuse with Compiled Domain-Specific Languages. ECOOP (2013)
Tiark Rompf, Arvind K. Sujeeth, Nada Amin, Kevin J. Brown, Vojin Jovanovic, HyoukJoong Lee, Manohar Jonnalagedda, Kunle Olukotun, Martin Odersky
Optimizing data structures in high-level programs: new directions for extensible compilers based on staging. POPL (2013)
Arvind K. Sujeeth, HyoukJoong Lee, Kevin J. Brown, Tiark Rompf, Hassan Chafi, Michael Wu, Anand R. Atreya, Martin Odersky, Kunle Olukotun
OptiML: An Implicitly Parallel Domain-Specific Language for Machine Learning. ICML (2011)
HyoukJoong Lee, Kevin J. Brown, Arvind K. Sujeeth, Hassan Chafi, Tiark Rompf, Martin Odersky, Kunle Olukotun
Implementing Domain-Specific Languages for Heterogeneous Parallel Computing. IEEE Micro 31 (5) (2011)
Hassan Chafi, Arvind K. Sujeeth, Kevin J. Brown, HyoukJoong Lee, Anand R. Atreya, Kunle Olukotun
A domain-specific approach to heterogeneous parallelism. PPOPP (2011)
Tiark Rompf, Arvind K. Sujeeth, HyoukJoong Lee, Kevin J. Brown, Hassan Chafi, Martin Odersky, Kunle Olukotun
Building-Blocks for Performance Oriented DSLs DSL (2011)
Kevin J. Brown, Arvind K. Sujeeth, HyoukJoong Lee, Tiark Rompf, Hassan Chafi, Martin Odersky, Kunle Olukotun
A Heterogeneous Parallel Framework for Domain-Specific Languages. PACT (2011)