Drew Penney

According to our database, Drew Penney authored at least 9 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

RAPID: Enabling fast online policy learning in dynamic public cloud environments.

Drew Penney, Bin Li, Lizhong Chen, Jaroslaw J. Sydir, Anna Drewek-Ossowicka, Ramesh Illikkal, Charlie Tai, Ravi R. Iyer, Andrew Herdrich

Neurocomputing, November, 2023

PROMPT: Learning dynamic resource allocation policies for network applications.

Drew Penney, Bin Li, Jaroslaw J. Sydir, Lizhong Chen, Charlie Tai, Stefan Lee, Eoin Walsh, Thomas Long

Future Gener. Comput. Syst., August, 2023

Shiftable Context: Addressing Training-Inference Context Mismatch in Simultaneous Speech Translation.

Matthew Raffel, Drew Penney, Lizhong Chen

Proceedings of the International Conference on Machine Learning, 2023

2022

PROMPT: Learning Dynamic Resource Allocation Policies for Edge-Network Applications.

Drew Penney, Bin Li, Jaroslaw Sydir, Charlie Tai, Eoin Walsh, Thomas Long, Stefan Lee, Lizhong Chen

CoRR, 2022

2020

AI for Computer Architecture: Principles, Practice, and Prospects

Lizhong Chen, Drew Penney, Daniel Jiménez

Synthesis Lectures on Computer Architecture, Morgan & Claypool Publishers, ISBN: 978-3-031-01770-4, 2020

A Deep Reinforcement Learning Framework for Architectural Exploration: A Routerless NoC Case Study.

Ting-Ru Lin, Drew Penney, Massoud Pedram, Lizhong Chen

Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2020

2019

A Survey of Machine Learning Applied to Computer Architecture Design.

Drew D. Penney, Lizhong Chen

CoRR, 2019

Optimizing Routerless Network-on-Chip Designs: An Innovative Learning-Based Framework.

Ting-Ru Lin, Drew Penney, Massoud Pedram, Lizhong Chen

CoRR, 2019

Characterizing On-Chip Traffic Patterns in General-Purpose GPUs: A Deep Learning Approach.

Yunfan Li, Drew Penney, Abhishek Ramamurthy, Lizhong Chen

Proceedings of the 37th IEEE International Conference on Computer Design, 2019