David M. Brooks

ORCID

Publication Activity (10 Years)

Years Active: 1999-2021
Publications (10 Years): 34

Top Venues

ISLPED

CoRR

ISCA

IEEE J. Solid State Circuits

Publications

Mohammad Mehdi Sharifi, Lillian Pentecost, Ramin Rajaei, Arman Kazemi, Qiuwen Lou, Gu-Yeon Wei, David M. Brooks, Kai Ni, X. Sharon Hu, Michael T. Niemier, Marco Donato
Application-driven Design Exploration for Dense Ferroelectric Embedded Non-volatile Memories. ISLPED (2021)
Kshitij Bhardwaj, Marton Havasi, Yuan Yao, David M. Brooks, José Miguel Hernández-Lobato, Gu-Yeon Wei
A comprehensive methodology to determine optimal coherence interfaces for many-accelerator SoCs. ISLPED (2020)
Yu Wang, Victor Lee, Gu-Yeon Wei, David M. Brooks
Predicting New Workload or CPU Performance by Analyzing Public Datasets. ACM Trans. Archit. Code Optim. 15 (4) (2019)
Liu Ke, Udit Gupta, Carole-Jean Wu, Benjamin Youngjae Cho, Mark Hempstead, Brandon Reagen, Xuan Zhang, David M. Brooks, Vikas Chandra, Utku Diril, Amin Firoozshahian, Kim M. Hazelwood, Bill Jia, Hsien-Hsin S. Lee, Meng Li, Bert Maher, Dheevatsa Mudigere, Maxim Naumov, Martin Schatz, Mikhail Smelyanskiy, Xiaodong Wang
RecNMP: Accelerating Personalized Recommendation with Near-Memory Processing. CoRR (2019)
Paul N. Whatmough, Sae Kyu Lee, Marco Donato, Hsea-Ching Hsueh, Sam Likun Xi, Udit Gupta, Lillian Pentecost, Glenn G. Ko, David M. Brooks, Gu-Yeon Wei
SoC with a 54.5x Flexibility-Efficiency Range from Dual-Core Arm Cortex-A53 to eFPGA and Cache-Coherent Accelerators. VLSI Circuits (2019)
Kshitij Bhardwaj, Marton Havasi, Yuan Yao, David M. Brooks, José Miguel Hernández-Lobato, Gu-Yeon Wei
Determining Optimal Coherency Interface for Many-Accelerator SoCs Using Bayesian Optimization. IEEE Comput. Archit. Lett. 18 (2) (2019)
Simon Chaput, David M. Brooks, Gu-Yeon Wei
An Area-Efficient 8-Bit Single-Ended ADC With Extended Input Voltage Range. IEEE Trans. Circuits Syst. II Express Briefs (11) (2018)
Yuhao Zhu, Gu-Yeon Wei, David M. Brooks
Cloud No Longer a Silver Bullet, Edge to the Rescue. CoRR (2018)
Kim M. Hazelwood, Sarah Bird, David M. Brooks, Soumith Chintala, Utku Diril, Dmytro Dzhulgakov, Mohamed Fawzy, Bill Jia, Yangqing Jia, Aditya Kalro, James Law, Kevin Lee, Jason Lu, Pieter Noordhuis, Misha Smelyanskiy, Liang Xiong, Xiaodong Wang
Applied Machine Learning at Facebook: A Datacenter Infrastructure Perspective. HPCA (2018)
David M. Brooks
Co-designed systems for deep learning hardware accelerators. VLSI-DAT (2018)
Rafael Garibotti, Brandon Reagen, Yakun Sophia Shao, Gu-Yeon Wei, David M. Brooks
Assisting High-Level Synthesis Improve SpMV Benchmark Through Dynamic Dependence Analysis. IEEE Trans. Circuits Syst. II Express Briefs (10) (2018)
Paul N. Whatmough, Sae Kyu Lee, David M. Brooks, Gu-Yeon Wei
DNN Engine: A 28-nm Timing-Error Tolerant Sparse Deep Neural Network Processor for IoT Applications. IEEE J. Solid State Circuits 53 (9) (2018)
Brandon Reagen, Udit Gupta, Lillian Pentecost, Paul N. Whatmough, Sae Kyu Lee, Niamh Mulholland, David M. Brooks, Gu-Yeon Wei
Ares: a framework for quantifying the resilience of deep neural networks. DAC (2018)
Brandon Reagen, Udit Gupta, Robert Adolf, Michael M. Mitzenmacher, Alexander M. Rush, Gu-Yeon Wei, David M. Brooks
Weightless: Lossy Weight Encoding For Deep Neural Network Compression. CoRR (2017)
Svilen Kanev, Sam Likun Xi, Gu-Yeon Wei, David M. Brooks
Mallacc: Accelerating Memory Allocation. ASPLOS (2017)
Simone Campanoni, Kevin Brownell, Svilen Kanev, Timothy M. Jones, Gu-Yeon Wei, David M. Brooks
Automatically accelerating non-numerical programs by architecture-compiler co-design. Commun. ACM 60 (12) (2017)
Rafael Garibotti, Brandon Reagen, Yakun Sophia Shao, Gu-Yeon Wei, David M. Brooks
Using dynamic dependence analysis to improve the quality of high-level synthesis designs. ISCAS (2017)
Sreela Kodali, Patrick Hansen, Niamh Mulholland, Paul N. Whatmough, David M. Brooks, Gu-Yeon Wei
Applications of Deep Neural Networks for Ultra Low Power IoT. ICCD (2017)
Yuhao Zhu, Vijay Janapa Reddi, Robert Adolf, Saketh Rama, Brandon Reagen, Gu-Yeon Wei, David M. Brooks
Cognitive Computing Safety: The New Horizon for Reliability / The Design and Evolution of Deep Learning Workloads. IEEE Micro 37 (1) (2017)
Sae Kyu Lee, Tao Tong, Xuan Zhang, David M. Brooks, Gu-Yeon Wei
A 16-Core Voltage-Stacked System With Adaptive Clocking and an Integrated Switched-Capacitor DC-DC Converter. IEEE Trans. Very Large Scale Integr. Syst. 25 (4) (2017)
Ramon Bertran, Pradip Bose, David M. Brooks, Jeff Burns, Alper Buyuktosunoglu, Nandhini Chandramoorthy, Eric Cheng, Martin Cochet, Schuyler Eldridge, Daniel Friedman, Hans M. Jacobson, Rajiv V. Joshi, Subhasish Mitra, Robert K. Montoye, Arun Paidimarri, Pritish Parida, Kevin Skadron, Mircea Stan, Karthik Swaminathan, Augusto Vega, Swagath Venkataramani, Christos Vezyrtzis, Gu-Yeon Wei, John-David Wellman, Matthew M. Ziegler
Very Low Voltage (VLV) Design. ICCD (2017)
Paul N. Whatmough, Sae Kyu Lee, Gu-Yeon Wei, David M. Brooks
Sub-uJ deep neural networks for embedded applications. ACSSC (2017)
Simon Chaput, David M. Brooks, Gu-Yeon Wei
21.5 A 3-to-5V input 100Vpp output 57.7mW 0.42% THD+N highly integrated piezoelectric actuator driver. ISSCC (2017)
Xuan Zhang, Mario Lok, Tao Tong, Sae Kyu Lee, Brandon Reagen, Simon Chaput, Pierre-Emile J. Duhamel, Robert J. Wood, David M. Brooks, Gu-Yeon Wei
A Fully Integrated Battery-Powered System-on-Chip in 40-nm CMOS for Closed-Loop Control of Insect-Scale Pico-Aerial Vehicle. IEEE J. Solid State Circuits 52 (9) (2017)
Brandon Reagen, José Miguel Hernández-Lobato, Robert Adolf, Michael A. Gelbart, Paul N. Whatmough, Gu-Yeon Wei, David M. Brooks
A case for efficient accelerator design space exploration via Bayesian optimization. ISLPED (2017)
Paul N. Whatmough, Sae Kyu Lee, Hyunkwang Lee, Saketh Rama, David M. Brooks, Gu-Yeon Wei
14.3 A 28nm SoC with a 1.2GHz 568nJ/prediction sparse deep-neural-network engine with >0.1 timing error rate tolerance for IoT applications. ISSCC (2017)
An Zou, Jingwen Leng, Yazhou Zu, Tao Tong, Vijay Janapa Reddi, David M. Brooks, Gu-Yeon Wei, Xuan Zhang
Ivory: Early-Stage Design Space Exploration Tool for Integrated Voltage Regulators. DAC (2017)
Xin Zhan, Reza Azimi, Svilen Kanev, David M. Brooks, Sherief Reda
CARB: A C-State Power Management Arbiter for Latency-Critical Workloads. IEEE Comput. Archit. Lett. 16 (1) (2017)
Tao Tong, Sae Kyu Lee, Xuan Zhang, David M. Brooks, Gu-Yeon Wei
A Fully Integrated Reconfigurable Switched-Capacitor DC-DC Converter With Four Stacked Output Channels for Voltage Stacking Applications. IEEE J. Solid State Circuits 51 (9) (2016)
Brandon Reagen, Paul N. Whatmough, Robert Adolf, Saketh Rama, Hyunkwang Lee, Sae Kyu Lee, José Miguel Hernández-Lobato, Gu-Yeon Wei, David M. Brooks
Minerva: Enabling Low-Power, Highly-Accurate Deep Neural Network Accelerators. ISCA (2016)
Robert Adolf, Saketh Rama, Brandon Reagen, Gu-Yeon Wei, David M. Brooks
Fathom: reference workloads for modern deep learning methods. IISWC (2016)
Svilen Kanev, Juan Pablo Darago, Kim M. Hazelwood, Parthasarathy Ranganathan, Tipp Moseley, Gu-Yeon Wei, David M. Brooks
Profiling a Warehouse-Scale Computer. IEEE Micro 36 (3) (2016)
Robert Adolf, Saketh Rama, Brandon Reagen, Gu-Yeon Wei, David M. Brooks
Fathom: Reference Workloads for Modern Deep Learning Methods. CoRR (2016)
Yakun Sophia Shao, Sam Likun Xi, Vijayalakshmi Srinivasan, Gu-Yeon Wei, David M. Brooks
Co-designing accelerators and SoC interfaces using gem5-Aladdin. MICRO (2016)
Sam Likun Xi, Hans M. Jacobson, Pradip Bose, Gu-Yeon Wei, David M. Brooks
Quantifying sources of error in McPAT and potential impacts on architectural studies. HPCA (2015)
David M. Brooks
Addressing the computing technology-capability gap: The coming Golden Age of design. NAS (2015)
Yakun Sophia Shao, Brandon Reagen, Gu-Yeon Wei, David M. Brooks
The Aladdin Approach to Accelerator Design and Modeling. IEEE Micro 35 (3) (2015)
David M. Brooks
Circuit and system design for robotic flying vehicles. VLSI-DAT (2015)
Svilen Kanev, Juan Pablo Darago, Kim M. Hazelwood, Parthasarathy Ranganathan, Tipp Moseley, Gu-Yeon Wei, David M. Brooks
Profiling a warehouse-scale computer. ISCA (2015)
Xuan Zhang, Mario Lok, Tao Tong, Simon Chaput, Sae Kyu Lee, Brandon Reagen, Hyunkwang Lee, David M. Brooks, Gu-Yeon Wei
A multi-chip system optimized for insect-scale flapping-wing robots. VLSIC (2015)
Sae Kyu Lee, Tao Tong, Xuan Zhang, David M. Brooks, Gu-Yeon Wei
A 16-core voltage-stacked system with an integrated switched-capacitor DC-DC converter. VLSIC (2015)
Simone Campanoni, Glenn H. Holloway, Gu-Yeon Wei, David M. Brooks
HELIX-UP: relaxing program semantics to unleash parallelization. CGO (2015)
Mario Lok, Xuan Zhang, Elizabeth Farrell Helbling, Robert J. Wood, David M. Brooks, Gu-Yeon Wei
A power electronics unit to drive piezoelectric actuators for flying microrobots. CICC (2015)
Yakun Sophia Shao, Brandon Reagen, Gu-Yeon Wei, David M. Brooks
Aladdin: A pre-RTL, power-performance accelerator simulator enabling large design space exploration of customized architectures. ISCA (2014)
Michael J. Lyons, Gu-Yeon Wei, David M. Brooks
Multi-accelerator system development with the ShrinkFit acceleration framework. ICCD (2014)
Brandon Reagen, Robert Adolf, Yakun Sophia Shao, Gu-Yeon Wei, David M. Brooks
MachSuite: Benchmarks for accelerator design and customized architectures. IISWC (2014)
Svilen Kanev, Kim M. Hazelwood, Gu-Yeon Wei, David M. Brooks
Tradeoffs between power management and tail latency in warehouse-scale applications. IISWC (2014)
Simone Campanoni, Kevin Brownell, Svilen Kanev, Timothy M. Jones, Gu-Yeon Wei, David M. Brooks
HELIX-RC: An architecture-compiler co-design for automatic parallelization of irregular programs. ISCA (2014)
Xuan Zhang, Tao Tong, David M. Brooks, Gu-Yeon Wei
Evaluating Adaptive Clocking for Supply-Noise Resilience in Battery-Powered Aerial Microrobotic System-on-Chip. IEEE Trans. Circuits Syst. I Regul. Pap. (8) (2014)
Tao Tong, Xuan Zhang, Wonyoung Kim, David M. Brooks, Gu-Yeon Wei
A fully integrated battery-connected switched-capacitor 4: 1 voltage regulator with 70% peak efficiency using bottom-plate charge recycling. CICC (2013)
Xuan Zhang, Tao Tong, Svilen Kanev, Sae Kyu Lee, Gu-Yeon Wei, David M. Brooks
Characterizing and evaluating voltage noise in multi-core near-threshold processors. ISLPED (2013)
Xuan Zhang, Tao Tong, David M. Brooks, Gu-Yeon Wei
Supply-noise resilient adaptive clocking for battery-powered aerial microrobotic System-on-Chip in 40nm CMOS. CICC (2013)
Brandon Reagen, Yakun Sophia Shao, Gu-Yeon Wei, David M. Brooks
Quantifying acceleration: Power/performance trade-offs of application kernels in hardware. ISLPED (2013)
Michael J. Lyons, Gu-Yeon Wei, David M. Brooks
Shrink-Fit: A Framework for Flexible Accelerator Sizing. IEEE Comput. Archit. Lett. 12 (1) (2013)
Yakun Sophia Shao, David M. Brooks
ISA-independent workload characterization and its implications for specialized architectures. ISPASS (2013)
Yakun Sophia Shao, David M. Brooks
Energy characterization and instruction-level energy model of Intel's Xeon Phi processor. ISLPED (2013)
Wonyoung Kim, David M. Brooks, Gu-Yeon Wei
A Fully-Integrated 3-Level DC-DC Converter for Nanosecond-Scale DVFS. IEEE J. Solid State Circuits 47 (1) (2012)
Simone Campanoni, Timothy M. Jones, Glenn H. Holloway, Vijay Janapa Reddi, Gu-Yeon Wei, David M. Brooks
HELIX: automatic parallelization of irregular programs for chip multiprocessing. CGO (2012)
Simone Campanoni, Timothy M. Jones, Glenn H. Holloway, Gu-Yeon Wei, David M. Brooks
The HELIX project: overview and directions. DAC (2012)
Michael J. Lyons, Mark Hempstead, Gu-Yeon Wei, David M. Brooks
The accelerator store: A shared memory framework for accelerator-based systems. ACM Trans. Archit. Code Optim. 8 (4) (2012)
Simone Campanoni, Timothy M. Jones, Glenn H. Holloway, Gu-Yeon Wei, David M. Brooks
Helix: Making the Extraction of Thread-Level Parallelism Mainstream. IEEE Micro 32 (4) (2012)
Svilen Kanev, Gu-Yeon Wei, David M. Brooks
XIOSim: power-performance modeling of mobile x86 cores. ISLPED (2012)
Sae Kyu Lee, David M. Brooks, Gu-Yeon Wei
Evaluation of voltage stacking for near-threshold multicore computing. ISLPED (2012)
Vijay Janapa Reddi, Svilen Kanev, Wonyoung Kim, Simone Campanoni, Michael D. Smith, Gu-Yeon Wei, David M. Brooks
Voltage Noise in Production Processors. IEEE Micro 31 (1) (2011)
Krishna K. Rangan, Michael D. Powell, Gu-Yeon Wei, David M. Brooks
Achieving uniform performance and maximizing throughput in the presence of heterogeneity. HPCA (2011)
Vijay Janapa Reddi, David M. Brooks
Resilient Architectures via Collaborative Design: Maximizing Commodity Processor Performance in the Presence of Variations. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 30 (10) (2011)
David M. Brooks
The alarms project: A hardware/software approach to addressing parameter variations. ASP-DAC (2011)
Pierre-Emile Duhamel, Judson Porter, Benjamin M. Finio, Geoffrey L. Barrows, David M. Brooks, Gu-Yeon Wei, Robert J. Wood
Hardware in the loop for optical flow sensing in a robotic bee. IROS (2011)
Peter Bailis, Vijay Janapa Reddi, Sanjay Gandhi, David M. Brooks, Margo I. Seltzer
Dimetrodon: processor-level preventive thermal management via idle cycle injection. DAC (2011)
Wonyoung Kim, David M. Brooks, Gu-Yeon Wei
A fully-integrated 3-level DC/DC converter for nanosecond-scale DVS with fast shunt regulation. ISSCC (2011)
Javier Lira, Carlos Molina, David M. Brooks, Antonio González
Implementing a hybrid SRAM / eDRAM NUCA architecture. HiPC (2011)
Kevin Brownell, Ali Durlov Khan, Gu-Yeon Wei, David M. Brooks
Automating Design of Voltage Interpolation to Address Process Variations. IEEE Trans. Very Large Scale Integr. Syst. 19 (3) (2011)
David M. Brooks
CPUs, GPUs, and Hybrid Computing. IEEE Micro 31 (5) (2011)
Mark Hempstead, David M. Brooks, Gu-Yeon Wei
An Accelerator-Based Wireless Sensor Network Processor in 130 nm CMOS. IEEE J. Emerg. Sel. Topics Circuits Syst. 1 (2) (2011)
Vijay Janapa Reddi, Simone Campanoni, Meeta Sharma Gupta, Michael D. Smith, Gu-Yeon Wei, David M. Brooks, Kim M. Hazelwood
Eliminating voltage emergencies via software-guided code transformations. ACM Trans. Archit. Code Optim. 7 (2) (2010)
Benjamin C. Lee, David M. Brooks
Applied inference: Case studies in microarchitectural design. ACM Trans. Archit. Code Optim. 7 (2) (2010)
Benton H. Calhoun, David M. Brooks
Can Subthreshold and Near-Threshold Circuits Go Mainstream? IEEE Micro 30 (4) (2010)
Michael J. Lyons, Mark Hempstead, Gu-Yeon Wei, David M. Brooks
The Accelerator Store framework for high-performance, low-power accelerator-based systems. IEEE Comput. Archit. Lett. 9 (2) (2010)
Vijay Janapa Reddi, Svilen Kanev, Wonyoung Kim, Simone Campanoni, Michael D. Smith, Gu-Yeon Wei, David M. Brooks
Voltage Smoothing: Characterizing and Mitigating Voltage Noise in Production Processors via Software-Guided Thread Scheduling. MICRO (2010)
Vijay Janapa Reddi, Meeta Sharma Gupta, Glenn H. Holloway, Michael D. Smith, Gu-Yeon Wei, David M. Brooks
Predicting Voltage Droops Using Recurring Program and Microarchitectural Event Activity. IEEE Micro 30 (1) (2010)
Kevin Brownell, Ali Durlov Khan, David M. Brooks, Gu-Yeon Wei
Place and route considerations for voltage interpolated designs. ISQED (2009)
Mark Hempstead, Gu-Yeon Wei, David M. Brooks
An accelerator-based wireless sensor network processor in 130nm CMOS. CASES (2009)
Lukasz Strozek, David M. Brooks
Energy- and area-efficient architectures through application clustering and architectural heterogeneity. ACM Trans. Archit. Code Optim. 6 (1) (2009)
Xiaoyao Liang, Benjamin C. Lee, Gu-Yeon Wei, David M. Brooks
Design and test strategies for microarchitectural post-fabrication tuning. ICCD (2009)
Michael J. Lyons, David M. Brooks
The design of a bloom filter hardware accelerator for ultra low power systems. ISLPED (2009)
Xiaoyao Liang, Gu-Yeon Wei, David M. Brooks
Revival: A Variation-Tolerant Architecture Using Voltage Interpolation and Variable Latency. IEEE Micro 29 (1) (2009)
Vijay Janapa Reddi, Meeta Sharma Gupta, Glenn H. Holloway, Gu-Yeon Wei, Michael D. Smith, David M. Brooks
Voltage emergency prediction: Using signatures to reduce operating margins. HPCA (2009)
Krishna K. Rangan, Gu-Yeon Wei, David M. Brooks
Thread motion: fine-grained power management for multi-core systems. ISCA (2009)
Meeta Sharma Gupta, Jude A. Rivers, Pradip Bose, Gu-Yeon Wei, David M. Brooks
Tribeca: design for PVT variations with local recovery and fine-grained adaptation. MICRO (2009)
Meeta Sharma Gupta, Vijay Janapa Reddi, Glenn H. Holloway, Gu-Yeon Wei, David M. Brooks
An event-guided approach to reducing voltage noise in processors. DATE (2009)
Kristen Lovin, Benjamin C. Lee, Xiaoyao Liang, David M. Brooks, Gu-Yeon Wei
Empirical performance models for 3T1D memories. ICCD (2009)
Vijay Janapa Reddi, Simone Campanoni, Meeta Sharma Gupta, Michael D. Smith, Gu-Yeon Wei, David M. Brooks
Software-assisted hardware reliability: abstracting circuit-level challenges to the software stack. DAC (2009)
Gu-Yeon Wei, David M. Brooks, Ali Durlov Khan, Xiaoyao Liang
Instruction-driven clock scheduling with glitch mitigation. ISLPED (2008)
Benjamin C. Lee, David M. Brooks
Roughness of microarchitectural design topologies and its implications for optimization. HPCA (2008)
Xiaoyao Liang, Gu-Yeon Wei, David M. Brooks
ReVIVaL: A Variation-Tolerant Architecture Using Voltage Interpolation and Variable Latency. ISCA (2008)
Mark Hempstead, Michael J. Lyons, David M. Brooks, Gu-Yeon Wei
Survey of Hardware Systems for Wireless Sensor Networks. J. Low Power Electron. 4 (1) (2008)
Mark Hempstead, Gu-Yeon Wei, David M. Brooks
System design considerations for sensor network applications. ISCAS (2008)
Benjamin C. Lee, Jamison D. Collins, Hong Wang, David M. Brooks
CPR: Composable performance regression for scalable multiprocessor models. MICRO (2008)
Xiaoyao Liang, Ramon Canal, Gu-Yeon Wei, David M. Brooks
Replacing 6T SRAMs with 3T1D DRAMs in the L1 Data Cache to Combat Process Variability. IEEE Micro 28 (1) (2008)
Meeta Sharma Gupta, Krishna K. Rangan, Michael D. Smith, Gu-Yeon Wei, David M. Brooks
DeCoR: A Delayed Commit and Rollback mechanism for handling inductive noise in processors. HPCA (2008)

David M. Brooks.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

David M. Brooks