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David Brooks
David Brooks
Haley Family Professor of Computer Science, Harvard University
Verified email at eecs.harvard.edu
Title
Cited by
Cited by
Year
Wattch: A framework for architectural-level power analysis and optimizations
D Brooks, V Tiwari, M Martonosi
ACM SIGARCH Computer Architecture News 28 (2), 83-94, 2000
38912000
Dynamic thermal management for high-performance microprocessors
D Brooks, M Martonosi
Proceedings HPCA Seventh International Symposium on High-Performance …, 2001
11272001
System level analysis of fast, per-core DVFS using on-chip switching regulators
W Kim, MS Gupta, GY Wei, D Brooks
2008 IEEE 14th International Symposium on High Performance Computer …, 2008
10382008
Applied machine learning at facebook: A datacenter infrastructure perspective
K Hazelwood, S Bird, D Brooks, S Chintala, U Diril, D Dzhulgakov, ...
2018 IEEE international symposium on high performance computer architecture …, 2018
7682018
Minerva: Enabling low-power, highly-accurate deep neural network accelerators
B Reagen, P Whatmough, R Adolf, S Rama, H Lee, SK Lee, ...
ACM SIGARCH Computer Architecture News 44 (3), 267-278, 2016
7682016
Accurate and efficient regression modeling for microarchitectural performance and power prediction
BC Lee, DM Brooks
ACM SIGOPS operating systems review 40 (5), 185-194, 2006
6752006
Power-aware microarchitecture: Design and modeling challenges for next-generation microprocessors
DM Brooks, P Bose, SE Schuster, H Jacobson, PN Kudva, ...
IEEE Micro 20 (6), 26-44, 2000
6512000
Profiling a warehouse-scale computer
S Kanev, JP Darago, K Hazelwood, P Ranganathan, T Moseley, GY Wei, ...
Proceedings of the 42nd annual international symposium on computer …, 2015
6022015
Machine learning at facebook: Understanding inference at the edge
CJ Wu, D Brooks, K Chen, D Chen, S Choudhury, M Dukhan, ...
2019 IEEE international symposium on high performance computer architecture …, 2019
5702019
Sustainable ai: Environmental implications, challenges and opportunities
CJ Wu, R Raghavendra, U Gupta, B Acun, N Ardalani, K Maeng, G Chang, ...
Proceedings of Machine Learning and Systems 4, 795-813, 2022
5062022
Dynamically exploiting narrow width operands to improve processor power and performance
D Brooks, M Martonosi
Proceedings Fifth International Symposium on High-Performance Computer …, 1999
4301999
Aladdin: A pre-rtl, power-performance accelerator simulator enabling large design space exploration of customized architectures
YS Shao, B Reagen, GY Wei, D Brooks
ACM SIGARCH Computer Architecture News 42 (3), 97-108, 2014
4062014
Benchmarking TPU, GPU, and CPU platforms for deep learning
YE Wang, GY Wei, D Brooks
arXiv preprint arXiv:1907.10701, 2019
3782019
Ares: A framework for quantifying the resilience of deep neural networks
B Reagen, U Gupta, L Pentecost, P Whatmough, SK Lee, N Mulholland, ...
Proceedings of the 55th Annual Design Automation Conference, 1-6, 2018
3622018
Thread motion: fine-grained power management for multi-core systems
KK Rangan, GY Wei, D Brooks
ACM SIGARCH Computer Architecture News 37 (3), 302-313, 2009
3622009
MachSuite: Benchmarks for accelerator design and customized architectures
B Reagen, R Adolf, YS Shao, GY Wei, D Brooks
2014 IEEE International Symposium on Workload Characterization (IISWC), 110-119, 2014
3432014
Mlperf training benchmark
P Mattson, C Cheng, C Coleman, G Diamos, P Micikevicius, D Patterson, ...
Proceedings of Machine Learning and Systems (MLSys) 2020, 2019
3422019
The architectural implications of facebook's dnn-based personalized recommendation
U Gupta, CJ Wu, X Wang, M Naumov, B Reagen, D Brooks, B Cottel, ...
2020 IEEE International Symposium on High Performance Computer Architecture …, 2020
3332020
A fully-integrated 3-level DC-DC converter for nanosecond-scale DVFS
W Kim, D Brooks, GY Wei
IEEE Journal of Solid-State Circuits 47 (1), 206-219, 2011
3292011
Chasing carbon: The elusive environmental footprint of computing
U Gupta, YG Kim, S Lee, J Tse, HHS Lee, GY Wei, D Brooks, CJ Wu
2021 IEEE International Symposium on High-Performance Computer Architecture …, 2021
3282021
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