Real-Time Control for Power Cost Efficient Deep Learning Processing With Renewable Generation

The explosive increase in deep learning (DL) deployment has led GPU power usage to become a major factor in operational cost of modern HPC clusters. The complex mixture of DL processing, fluctuated renewable generation, and dynamic electricity price impedes the elaborate GPU power control, so as to...

Full description

Bibliographic Details
Main Authors: Dong-Ki Kang, Chan-Hyun Youn
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8798637/