David Brooks
Harvard University
H-index: 66
North America-United States
Top articles of David Brooks
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Guac: Energy-Aware and SSA-Based Generation of Coarse-Grained Merged Accelerators from LLVM-IR | arXiv preprint arXiv:2402.13513 | Iulian Brumar Rodrigo Rocha Alex Bernat Devashree Tripathy David Brooks | 2024/2/21 |
A 12nm Linux-SMP-Capable RISC-V SoC with 14 Accelerator Types, Distributed Hardware Power Management, and Flexible NoC-Based Data Orchestration | Maico Cassel Dos Santos Tianyu Jia Joseph Zuckerman Martin Cochet Davide Giri | 2024/2/18 | |
Hardware Resilience Properties of Text-Guided Image Classifiers | Advances in Neural Information Processing Systems | Syed Talal Wasim Kabila Haile Soboka Abdulrahman Mahmoud Salman H Khan David Brooks | 2024/2/13 |
: Increasing GPU Utilization during Generative Inference for Higher Throughput | Advances in Neural Information Processing Systems | Yunho Jin Chun-Feng Wu David Brooks Gu-Yeon Wei | 2024/2/13 |
Flash: A Hybrid Private Inference Protocol for Deep CNNs with High Accuracy and Low Latency on CPU | arXiv preprint arXiv:2401.16732 | Hyeri Roh Jinsu Yeo Yeongil Ko Gu-Yeon Wei David Brooks | 2024/1/30 |
CAMEL: Co-Designing AI Models and eDRAMs for Efficient On-Device Learning | Sai Qian Zhang Thierry Tambe Nestor Cuevas Gu-Yeon Wei David Brooks | 2024/3/2 | |
VelociTI: An Architecture-level Performance Modeling Framework for Trapped Ion Quantum Computers | Alexander Hankin Abdulrahman Mahmoud Mark Hempstead David Brooks Gu-Yeon Wei | 2023/10/1 | |
Generative AI Beyond LLMs: System Implications of Multi-Modal Generation | arXiv preprint arXiv:2312.14385 | Alicia Golden Samuel Hsia Fei Sun Bilge Acun Basil Hosmer | 2023/12/22 |
Carbon explorer: A holistic framework for designing carbon aware datacenters | Bilge Acun Benjamin Lee Fiodar Kazhamiaka Kiwan Maeng Udit Gupta | 2023/1/27 | |
Mavfi: An end-to-end fault analysis framework with anomaly detection and recovery for micro aerial vehicles | Yu-Shun Hsiao Zishen Wan Tianyu Jia Radhika Ghosal Abdulrahman Mahmoud | 2023/4/17 | |
Camel: Co-designing ai models and embedded drams for efficient on-device learning | arXiv preprint arXiv:2305.03148 | Sai Qian Zhang Thierry Tambe Nestor Cuevas Gu-Yeon Wei David Brooks | 2023/5/4 |
Guess & Sketch: Language Model Guided Transpilation | arXiv preprint arXiv:2309.14396 | Celine Lee Abdulrahman Mahmoud Michal Kurek Simone Campanoni David Brooks | 2023/9/25 |
Carbon Responder: Coordinating Demand Response for the Datacenter Fleet | arXiv preprint arXiv:2311.08589 | Jiali Xing Bilge Acun Aditya Sundarrajan David Brooks Manoj Chakkaravarthy | 2023/11/14 |
PerfSAGE: Generalized Inference Performance Predictor for Arbitrary Deep Learning Models on Edge Devices | arXiv preprint arXiv:2301.10999 | Yuji Chai Devashree Tripathy Chuteng Zhou Dibakar Gope Igor Fedorov | 2023/1/26 |
GreenScale: Carbon-Aware Systems for Edge Computing | arXiv preprint arXiv:2304.00404 | Young Geun Kim Udit Gupta Andrew McCrabb Yonglak Son Valeria Bertacco | 2023/4/1 |
Design Space Exploration and Optimization for Carbon-Efficient Extended Reality Systems | arXiv preprint arXiv:2305.01831 | Mariam Elgamal Doug Carmean Elnaz Ansari Okay Zed Ramesh Peri | 2023/5/2 |
SoCProbe: Compositional Post-Silicon Validation of Heterogeneous NoC-Based SoCs | IEEE Design & Test | Gabriele Tombesi Joseph Zuckerman Paolo Mantovani Davide Giri Maico Cassel Dos Santos | 2023/8/30 |
Silent Data Corruption in Robot Operating System: A Case for End-to-End System-Level Fault Analysis Using Autonomous UAVs | IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems | Yu-Shun Hsiao Zishen Wan Tianyu Jia Radhika Ghosal Abdulrahman Mahmoud | 2023/11/13 |
Gpu-based private information retrieval for on-device machine learning inference | arXiv preprint arXiv:2301.10904 | Maximilian Lam Jeff Johnson Wenjie Xiong Kiwan Maeng Udit Gupta | 2023/1/26 |
Mp-rec: Hardware-software co-design to enable multi-path recommendation | Samuel Hsia Udit Gupta Bilge Acun Newsha Ardalani Pan Zhong | 2023/3/25 |
