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2020 – today
- 2023
[j2]Drew Penney
, Bin Li, Jaroslaw J. Sydir, Lizhong Chen, Charlie Tai, Stefan Lee, Eoin Walsh, Thomas Long:
PROMPT: Learning dynamic resource allocation policies for network applications. Future Gener. Comput. Syst. 145: 164-175 (2023)- [j1]Drew Penney, Bin Li, Lizhong Chen, Jaroslaw J. Sydir, Anna Drewek-Ossowicka, Ramesh Illikkal, Charlie Tai, Ravi R. Iyer, Andrew Herdrich:
RAPID: Enabling fast online policy learning in dynamic public cloud environments. Neurocomputing 558: 126737 (2023) - [c3]Matthew Raffel, Drew Penney, Lizhong Chen:
Shiftable Context: Addressing Training-Inference Context Mismatch in Simultaneous Speech Translation. ICML 2023: 28519-28530 - [i5]Drew Penney, Bin Li, Lizhong Chen, Jaroslaw J. Sydir, Anna Drewek-Ossowicka, Ramesh Illikkal, Charlie Tai, Ravi R. Iyer, Andrew Herdrich:
RAPID: Enabling Fast Online Policy Learning in Dynamic Public Cloud Environments. CoRR abs/2304.04797 (2023) - [i4]Matthew Raffel, Drew Penney, Lizhong Chen:
Shiftable Context: Addressing Training-Inference Context Mismatch in Simultaneous Speech Translation. CoRR abs/2307.01377 (2023) - 2022
- [i3]Drew Penney, Bin Li, Jaroslaw Sydir, Charlie Tai, Eoin Walsh, Thomas Long, Stefan Lee, Lizhong Chen:
PROMPT: Learning Dynamic Resource Allocation Policies for Edge-Network Applications. CoRR abs/2201.07916 (2022) - 2020
- [b1]Lizhong Chen, Drew Penney, Daniel Jiménez:
AI for Computer Architecture: Principles, Practice, and Prospects. Synthesis Lectures on Computer Architecture, Morgan & Claypool Publishers 2020, ISBN 978-3-031-00642-5 - [c2]Ting-Ru Lin, Drew Penney, Massoud Pedram, Lizhong Chen:
A Deep Reinforcement Learning Framework for Architectural Exploration: A Routerless NoC Case Study. HPCA 2020: 99-110
2010 – 2019
- 2019
- [c1]Yunfan Li, Drew Penney, Abhishek Ramamurthy, Lizhong Chen:
Characterizing On-Chip Traffic Patterns in General-Purpose GPUs: A Deep Learning Approach. ICCD 2019: 56-64 - [i2]Ting-Ru Lin, Drew Penney, Massoud Pedram, Lizhong Chen:
Optimizing Routerless Network-on-Chip Designs: An Innovative Learning-Based Framework. CoRR abs/1905.04423 (2019) - [i1]Drew D. Penney, Lizhong Chen:
A Survey of Machine Learning Applied to Computer Architecture Design. CoRR abs/1909.12373 (2019)
Coauthor Index
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