PC-oriented Prediction-based Runtime Power Management for GPGPU using Knowledge Transfer

Author:

Chen Lin1ORCID,Li Xiao1ORCID,Chen Shixi1ORCID,Jiang Fan1ORCID,Li Chengeng1ORCID,Zhang Wei1ORCID,Xu Jiang2ORCID

Affiliation:

1. Hong Kong University of Science and Technology, Hong Kong, Hong Kong

2. Hong Kong University of Science and Technology(GZ), Guangzhou, China

Funder

Guangzhou-HKUST(GZ) Joint Funding Program

Publisher

ACM

Reference36 articles.

1. Tejaswini Kolpe, Antonia Zhai, and Sachin S Sapatnekar. Enabling improved power management in multicore processors through clustered dvfs. In 2011 Design, Automation & Test in Europe, pages 1--6. IEEE, 2011.

2. Venkatesh Pallipadi and Alexey Starikovskiy. The ondemand governor. In Proceedings of the linux symposium, volume 2, pages 215--230, 2006.

3. Hao Shen, Ying Tan, Jun Lu, Qing Wu, and Qinru Qiu. Achieving autonomous power management using reinforcement learning. ACM Transactions on Design Automation of Electronic Systems (TODAES), 18(2):1--32, 2013.

4. Learning Transfer-Based Adaptive Energy Minimization in Embedded Systems

5. Collaborative Power Management Through Knowledge Sharing Among Multiple Devices

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