Automatic-Generation and Optimization of Elastic Scaling Rules Based on Neural Network

DOI

10.2991/isci-15.2015.78How to use a DOI?

Keywords

Elasticity; Cloud Computing; BP Algorithm; Neural Network.

Abstract

With the cloud computing development, elastic scaling capability is an important factor to ensure the quality of cloud services. In this paper, the author designed resource requirement model about web system based on neural network under the certain quality of service on cloud platforms. According to the model, the method and mechanism for elastic scaling is realized by BP algorithm on cloud platforms.

Copyright

© 2015, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - DaQin Wu
AU  - Shanshan Wang
PY  - 2015/01
DA  - 2015/01
TI  - Automatic-Generation and Optimization of Elastic Scaling Rules Based on Neural Network
BT  - Proceedings of the 2015 International Symposium on Computers & Informatics
PB  - Atlantis Press
SP  - 587
EP  - 593
SN  - 2352-538X
UR  - https://doi.org/10.2991/isci-15.2015.78
DO  - 10.2991/isci-15.2015.78
ID  - Wu2015/01
ER  -