Dimetrodon: Processor-level preventive thermal management via idle cycle injection

Gandhi , Brooks , Seltzer , Reddi
design automation conference 89 -94

2011
High-performance and energy-efficient mobile web browsing on big/little systems

Yuhao Zhu , V. J. Reddi
high-performance computer architecture 13 -24

110
2013
Actorq: Quantization for actor-learner distributed reinforcement learning

Maximilian Lam , Sharad Chitlangia , Srivatsan Krishnan , Zishen Wan
update 400 600

2021
CASES TPC 2015

Oliver-TU Bringmann , Henri-Pierre-CEA Charles , Deming-UIUC Chen , Doris-Altera Chen

TinyML: Current progress, research challenges, and future roadmap

Muhammad Shafique , Theocharis Theocharides , Vijay Janapa Reddy , Boris Murmann
2021 58th ACM/IEEE Design Automation Conference (DAC) 1303 -1306

88
2021
Neurobench: Advancing neuromorphic computing through collaborative, fair and representative benchmarking

Jason Yik , Soikat Hasan Ahmed , Zergham Ahmed , Brian Anderson
arXiv 2023 2304.04640 v2 -2304.04640 v2

13
2023
Machine learning-based automated design space exploration for autonomous aerial robots

Srivatsan Krishnan , Zishen Wan , K Bharadwaj , P Whatmough
arXiv preprint arXiv:2102.02988

12
2021
Pin: building customized program analysis tools with dynamic instrumentation.(2005)

Chi-Keung Luk , Robert Cohn , Robert Muth , Harish Patil
URL https://dl. acm. org/doi/10.1145/1064978.1065034 104

8
2005
Bridging the digital divide: the promising impact of tinyml for developing countries

Marco Zennaro , Brian Plancher , V Janapa Reddi
Proceedings of the United Nations 8th Multi-stakeholder Forum on Science, Technology, and Innovation for the Sustainable Development Goals

3
2023
Deep reinforcement learning for cyber security. arXiv

TT Nguyen , V Janapa Reddi
arXiv preprint arXiv:1906.05799

3
2019
TinyML: applied AI for development

Marco Zennaro , Brian Plancher , V Janapa Reddi
The UN 7th Multi-stakeholder Forum on Science, Technology and Innovation for the Sustainable Development Goals 2022 -05

2
2022
FastML Science Benchmarks: Accelerating Scientific Edge ML

J Duarte , N Tran , B Hawks , C Herwig
Fermi National Accelerator Lab.(FNAL), Batavia, IL (United States) ( FERMILAB-POSTER-22-201-PPD-SCD)

1900
Jablin Thomas B

Reddi Vijay Janapa , Cheng Christine , Kanter David , Mattson Peter

2
2019
MLPerf training benchmark

Mattson Peter , Cheng Christine , Coleman Cody , Diamos Greg
arXiv preprint arxiv:1910.01500

3
2019
Guest Editors’ Introduction: Special Issue on Benchmarking Machine Learning Systems and Applications

Sai Manoj Pudukotai Dinakarrao , Arun Joseph , Amlan Ganguly , Anand Haridass
IEEE Design & Test 39 ( 3) 5 -7

2022
Gpu voltage noise: Characterization and hierarchical smoothing of spatial and temporal voltage noise interference in gpu architectures

Vijay Janapa Reddi Jingwen Leng , Yazhou Zu
2015 IEEE 21st International Symposium on. IEEE

2015
Optimizing Sensor-Cloud Architectures for Real-time Autonomous Drone Operation

Hasan Genc Ting-Wu Chin Matthew , Halpern Vijay Janapa Reddi

Energy-Conscious QoS in the Mobile Web with Hardware Heterogeneity

Yuhao Zhu , Vijay Japana Reddi
Network 8000 6000 -6000

QUARL: QUANTIZED REINFORCEMENT LEARNING

Srivatsan Krishnan , Sharad Chitlangia , Maximilian Lam , Zishen Wan

2020
A System-Level View of Voltage Noise in Production Processors

SVILEN KANEV , VIJAY JANAPA REDDI , TIMOTHY M JONES