Abstract
Recently, with advancement in deep learning technology in CCTV, drone and other various fields, large scale image processing environment becomes crucial and essential for fast real-time processing. In this paper, we shall present a distributed processing environment DeCUVE(Deep Learning Cloud Unified Virtual Environment) which provides scalability and provisioning for the deep learning inference. We shall show that deep learning training inference can be executed fast on our environment.
Original language | English |
---|---|
Title of host publication | Proceedings - 2017 International Conference on Computational Science and Computational Intelligence, CSCI 2017 |
Editors | Fernando G. Tinetti, Quoc-Nam Tran, Leonidas Deligiannidis, Mary Qu Yang, Mary Qu Yang, Hamid R. Arabnia |
Publisher | Institute of Electrical and Electronics Engineers Inc. |
Pages | 836-839 |
Number of pages | 4 |
ISBN (Electronic) | 9781538626528 |
DOIs | |
Publication status | Published - 2018 Dec 4 |
Event | 2017 International Conference on Computational Science and Computational Intelligence, CSCI 2017 - Las Vegas, United States Duration: 2017 Dec 14 → 2017 Dec 16 |
Publication series
Name | Proceedings - 2017 International Conference on Computational Science and Computational Intelligence, CSCI 2017 |
---|
Other
Other | 2017 International Conference on Computational Science and Computational Intelligence, CSCI 2017 |
---|---|
Country/Territory | United States |
City | Las Vegas |
Period | 17/12/14 → 17/12/16 |
Bibliographical note
Funding Information:ACKNOWLEDGMENT This work was supported by the Brain Korea 21 Plus Project in 2017 and this research was supported by Basic Science Research Program through the National Research Foundation of Korea(NRF) funded by the Ministry of Education(2017R1D1A1B03035461).
Funding Information:
This work was supported by the Brain Korea 21 Plus Project in 2017 and this research was supported by Basic Science Research Program through the National Research Foundation of Korea(NRF) funded by the Ministry of Education(2017R1D1A1B03035461).
Publisher Copyright:
© 2017 IEEE.
Keywords
- Deep learning
- Distributed Environment
- Image Processing
ASJC Scopus subject areas
- Computer Science (miscellaneous)
- Artificial Intelligence
- Computer Networks and Communications
- Computer Science Applications
- Safety, Risk, Reliability and Quality