Kevin J. Brown

According to our database1, Kevin J. Brown authored at least 19 papers between 2011 and 2024.

Collaborative distances:



In proceedings 
PhD thesis 




SambaNova SN40L: Scaling the AI Memory Wall with Dataflow and Composition of Experts.
CoRR, 2024

Flare: Optimizing Apache Spark with Native Compilation for Scale-Up Architectures and Medium-Size Data.
Proceedings of the 13th USENIX Symposium on Operating Systems Design and Implementation, 2018

Flare: Native Compilation for Heterogeneous Workloads in Apache Spark.
CoRR, 2017

Functional parallels of sequential imperatives (short paper).
Proceedings of the 2017 ACM SIGPLAN Workshop on Partial Evaluation and Program Manipulation, 2017

Have abstraction and eat performance, too: optimized heterogeneous computing with parallel patterns.
Proceedings of the 2016 International Symposium on Code Generation and Optimization, 2016

Generating Configurable Hardware from Parallel Patterns.
Proceedings of the Twenty-First International Conference on Architectural Support for Programming Languages and Operating Systems, 2016

Go Meta! A Case for Generative Programming and DSLs in Performance Critical Systems.
Proceedings of the 1st Summit on Advances in Programming Languages, 2015

Delite: A Compiler Architecture for Performance-Oriented Embedded Domain-Specific Languages.
ACM Trans. Embed. Comput. Syst., 2014

Surgical precision JIT compilers.
Proceedings of the ACM SIGPLAN Conference on Programming Language Design and Implementation, 2014

Locality-Aware Mapping of Nested Parallel Patterns on GPUs.
Proceedings of the 47th Annual IEEE/ACM International Symposium on Microarchitecture, 2014

Hardware system synthesis from Domain-Specific Languages.
Proceedings of the 24th International Conference on Field Programmable Logic and Applications, 2014

Optimizing data structures in high-level programs: new directions for extensible compilers based on staging.
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.
Proceedings of the Generative Programming: Concepts and Experiences, 2013

Composition and Reuse with Compiled Domain-Specific Languages.
Proceedings of the ECOOP 2013 - Object-Oriented Programming, 2013

Implementing Domain-Specific Languages for Heterogeneous Parallel Computing.
IEEE Micro, 2011

Building-Blocks for Performance Oriented DSLs
Proceedings of the Proceedings IFIP Working Conference on Domain-Specific Languages, 2011

A domain-specific approach to heterogeneous parallelism.
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.
Proceedings of the 28th International Conference on Machine Learning, 2011

A Heterogeneous Parallel Framework for Domain-Specific Languages.
Proceedings of the 2011 International Conference on Parallel Architectures and Compilation Techniques, 2011