Kevin J. Brown

22 papers A* 7A 2B 4C 1Journal 6Unranked 2

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Composition of Experts on the SN40L Reconfigurable Dataflow Unit. IEEE Micro Raghu Prabhakar, Ram Sivaramakrishnan, Darshan Gandhi, Yun Du, Mingran Wang, Xiangyu Song, Kejie Zhang, Tianren Gao, Angela Wang, Xiaoyan Li, Joshua Brot, Calvin Leung, Tuowen Zhao, Mark Gottscho, Zhengyu Chen, Kaizhao Liang, Swayambhoo Jain, Urmish Thakker, Kevin J. Brown, Kunle Olukotun
2024	A*	`conf`	SambaNova SN40L: Scaling the AI Memory Wall with Dataflow and Composition of Experts. MICRO Raghu Prabhakar, Ram Sivaramakrishnan, Darshan Gandhi, Yun Du, Mingran Wang, Xiangyu Song, Kejie Zhang, Tianren Gao, Angela Wang, Xiaoyan 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, Zhengyu Chen, Kaizhao Liang, Swayambhoo Jain, Urmish Thakker, Dawei Huang, Sumti Jairath, Kevin J. Brown, Kunle Olukotun
2024	J	`jnl`	SambaNova SN40L: Scaling the AI Memory Wall with Dataflow and Composition of Experts. CoRR 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
2018	A*	`conf`	Flare: Optimizing Apache Spark with Native Compilation for Scale-Up Architectures and Medium-Size Data. OSDI Grégory M. Essertel, Ruby Y. Tahboub, James M. Decker, Kevin J. Brown, Kunle Olukotun, Tiark Rompf
2017	J	`jnl`	Flare: Native Compilation for Heterogeneous Workloads in Apache Spark. CoRR Grégory M. Essertel, Ruby Y. Tahboub, James M. Decker, Kevin J. Brown, Kunle Olukotun, Tiark Rompf
2017	C	`conf`	Functional parallels of sequential imperatives (short paper). PEPM Tiark Rompf, Kevin J. Brown
2016	A*	`conf`	Generating Configurable Hardware from Parallel Patterns. ASPLOS Raghu Prabhakar, David Koeplinger, Kevin J. Brown, HyoukJoong Lee, Christopher De Sa, Christos Kozyrakis, Kunle Olukotun
2016	A	`conf`	Have abstraction and eat performance, too: optimized heterogeneous computing with parallel patterns. CGO Kevin J. Brown, HyoukJoong Lee, Tiark Rompf, Arvind K. Sujeeth, Christopher De Sa, Christopher R. Aberger, Kunle Olukotun
2015	J	`jnl`	Generating Configurable Hardware from Parallel Patterns. CoRR Raghu Prabhakar, David Koeplinger, Kevin J. Brown, HyoukJoong Lee, Christopher De Sa, Christos Kozyrakis, Kunle Olukotun
2015	—	`conf`	Go Meta! A Case for Generative Programming and DSLs in Performance Critical Systems. SNAPL 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
2014	J	`jnl`	Delite: A Compiler Architecture for Performance-Oriented Embedded Domain-Specific Languages. ACM Trans. Embed. Comput. Syst. Arvind K. Sujeeth, Kevin J. Brown, HyoukJoong Lee, Tiark Rompf, Hassan Chafi, Martin Odersky, Kunle Olukotun
2014	B	`conf`	Hardware system synthesis from Domain-Specific Languages. FPL Nithin George, HyoukJoong Lee, David Novo, Tiark Rompf, Kevin J. Brown, Arvind K. Sujeeth, Martin Odersky, Kunle Olukotun, Paolo Ienne
2014	A*	`conf`	Locality-Aware Mapping of Nested Parallel Patterns on GPUs. MICRO HyoukJoong Lee, Kevin J. Brown, Arvind K. Sujeeth, Tiark Rompf, Kunle Olukotun
2014	A*	`conf`	Surgical precision JIT compilers. PLDI Tiark Rompf, Arvind K. Sujeeth, Kevin J. Brown, HyoukJoong Lee, Hassan Chafi, Kunle Olukotun
2013	A	`conf`	Composition and Reuse with Compiled Domain-Specific Languages. ECOOP Arvind K. Sujeeth, Tiark Rompf, Kevin J. Brown, HyoukJoong Lee, Hassan Chafi, Victoria Popic, Michael Wu, Aleksandar Prokopec, Vojin Jovanovic, Martin Odersky, Kunle Olukotun
2013	B	`conf`	Forge: generating a high performance DSL implementation from a declarative specification. GPCE Arvind K. Sujeeth, Austin Gibbons, Kevin J. Brown, HyoukJoong Lee, Tiark Rompf, Martin Odersky, Kunle Olukotun
2013	A*	`conf`	Optimizing data structures in high-level programs: new directions for extensible compilers based on staging. POPL Tiark Rompf, Arvind K. Sujeeth, Nada Amin, Kevin J. Brown, Vojin Jovanovic, HyoukJoong Lee, Manohar Jonnalagedda, Kunle Olukotun, Martin Odersky
2011	B	`conf`	A Heterogeneous Parallel Framework for Domain-Specific Languages. PACT Kevin J. Brown, Arvind K. Sujeeth, HyoukJoong Lee, Tiark Rompf, Hassan Chafi, Martin Odersky, Kunle Olukotun
2011	B	`conf`	A domain-specific approach to heterogeneous parallelism. PPoPP Hassan Chafi, Arvind K. Sujeeth, Kevin J. Brown, HyoukJoong Lee, Anand R. Atreya, Kunle Olukotun
2011	—	`conf`	Building-Blocks for Performance Oriented DSLs DSL Tiark Rompf, Arvind K. Sujeeth, HyoukJoong Lee, Kevin J. Brown, Hassan Chafi, Martin Odersky, Kunle Olukotun
2011	J	`jnl`	Implementing Domain-Specific Languages for Heterogeneous Parallel Computing. IEEE Micro HyoukJoong Lee, Kevin J. Brown, Arvind K. Sujeeth, Hassan Chafi, Tiark Rompf, Martin Odersky, Kunle Olukotun
2011	A*	`conf`	OptiML: An Implicitly Parallel Domain-Specific Language for Machine Learning. ICML Arvind K. Sujeeth, HyoukJoong Lee, Kevin J. Brown, Tiark Rompf, Hassan Chafi, Michael Wu, Anand R. Atreya, Martin Odersky, Kunle Olukotun