Programming Languages, Systems and Tools

Associated Publications

2022

Slang Shading Language Advances

Yong He, Petrik Clarberg, Theresa Foley

Video on YouTube

Research Advances Toward Real-Time Path Tracing

Petrik Clarberg, Simon Kallweit, Craig Kolb, Pawel Kozlowski, Yong He, Lifan Wu, Edward Liu

GDC 2022

2021

Cooperative Profile Guided Optimization

Mark Stephenson, Ram Rangan, Stephen W. Keckler

Computer Graphics Forum (Proceedings of High Performance Graphics)

PGZ: Automatic Zero-Value Code Specialization

Mark Stephenson, Ram Rangan

International Conference on Compiler Construction (CC)

Scaling Implicit Parallelism via Dynamic Control Replication

Michael Bauer, Wonchan Lee, Elliott Slaughter, Zhihao Jia, Mario Di Renzo, Manolis Papadakis, Galen Shipman, Patrick McCormick, Michael Garland, Alex Aiken

Principles and Practices of Parallel Programming (PPoPP)

2020

A Programmable Approach to Neural Network Compression

Vinu Joseph, Ganesh L. Gopalakrishnan, Saurav Muralidharan, Michael Garland, Animesh Garg

IEEE Micro: Special Issue on Machine Learning for Systems

Zeroploit: Exploiting Zero Valued Operands in Interactive Gaming Applications

Ram Rangan, Mark Stephenson, Aditya Ukarande, Shyam Murthy, Virat Agarwal, Marc Blackstein

ACM Transactions on Architecture and Code Optimization (TACO)

Speculative Reconvergence for Improved SIMT Efficiency

Sana Damani, Daniel Johnson, Mark Stephenson, Eddie Yan, Olivier Giroux, Michael McKeown, Steve Keckler

Proceedings of the 18th ACM/IEEE International Symposium on Code Generation and…

2019

Legate NumPy: Accelerated and Distributed Array Computing

Michael Bauer, Michael Garland

The International Conference for High Performance Computing, Networking, Storag…

NVBit: A Dynamic Binary Instrumentation Framework for NVIDIA GPUs

Oreste Villa, Mark Stephenson, David Nellans, Steve Keckler

ACM International Symposium on Microarchitecture (MICRO)

Throughput-oriented GPU memory allocation

Isaac Gelado, Michael Garland

Proceedings of the 24th Symposium on Principles and Practice of Parallel Progra…

2018

Optimizing Software-Directed Instruction Replication for GPU Error Detection

Abdulrahman Mahmoud, Siva Hari, Mike Sullivan, Timothy Tsai, Steve Keckler

International Conference for High-Performance Computing, Networking, Storage a…

Kayotee: A Fault Injection-based System to Assess the Safety and Reliability of Autonomous Vehicles to Faults and Errors

Saurabh Jha, Timothy Tsai, Siva Hari, Mike Sullivan, Zbigniew Kalbarczyk, Steve Keckler, Ravishankar K. Iyer

Third IEEE International Workshop on Automotive Reliability & Test

Slang: Language Mechanisms for Extensible Real-time Shading Systems

Yong He, Theresa Foley, Kayvon Fatahalian

Proceedings of ACM SIGGRAPH 2018

2017

Relaxations for High-Performance Message Passing on Massively Parallel SIMT Processors

Benjamin Klenk, Holger Fröning, Hans Eberle, Larry Dennison

32nd IEEE International Parallel and Distributed Processing

Best Paper Award

Automated Synthesis of Comprehensive Memory Model Litmus Test Suites

Daniel Lustig, Andrew Wright, Alexandros Papakonstantinou, Olivier Giroux

22nd ACM International Conference on Architectural Support for Programming Lang…

TriCheck: Memory Model Verification at the Trisection of Software, Hardware, and ISA

Caroline Trippel, Yatin A. Manerkar, Daniel Lustig, Michael Pellauer, Margaret Martonosi

22nd ACM International Conference on Architectural Support for Programming Lang…

2016

A System for Rapid Exploration of Shader Optimization Choices

Yong He, Theresa Foley, Kayvon Fatahalian

Proceedings of ACM SIGGRAPH 2016

2015

MemcachedGPU: Scaling-up Scale-out Key-value Stores

Tayler Hetherington, Mike O'Connor, Tor Aamodt

Sixth ACM Symposium on Cloud Computing (SoCC '15)

Flexible Software Profiling of GPU Architectures

Mark Stephenson, Siva Hari, Yunsup Lee, Eiman Ebrahimi, Daniel Johnson, David Nellans, Mike O'Connor, Steve Keckler

42nd Annual International Symposium on Computer Architecture (ISCA 2015)

2014

Exploring the Design Space of SPMD Divergence Management on Data-Parallel Architectures

Yunsup Lee, Vinod Grover, Ronny Krashinsky, Mark Stephenson, Steve Keckler, Krste Asanovic

IEEE/ACM International Symposium on Microarchitecture (MICRO)

2013

NOVA: A Functional Language for Data Parallelism

Alex Collins, Dominik Grewe, Vinod Grover, Sean Lee, Adriana Susnea

2012

Policy-based Tuning for Performance Portability and Library Co-optimization

Duane Merrill, Michael Garland, Andrew Grimshaw

Proc. Innovative Parallel Computing

2011

Processing Device Arrays with C++ Metaprogramming

Jonathan Cohen

GPU Computing Gems, Jade Edition, Edited by Wen-mei W. Hwu

Copperhead: Compiling an Embedded Data Parallel Language

Bryan Catanzaro, Michael Garland, Kurt Keutzer

16th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming (…

2010

Programming Massively Parallel Processors: A Hands-on Approach

David Kirk, Wen-mei Hwu

Morgan Kauffman

2008

Parallel Computing Experiences with CUDA

Michael Garland, Scott Le Grand, John Nickolls, Joshua Anderson, Jim Hardwick, Scott Morton, Everett Phillips, Yao Zhang, Vasily Volkov

IEEE Micro

Scalable Parallel Programming with CUDA

John Nickolls, Ian Buck, Michael Garland, Kevin Skadron

Queue

Research Areas