DocumentCode :
77705
Title :
A Secure Cloud Computing Based Framework for Big Data Information Management of Smart Grid
Author :
Joonsang Baek ; Quang Hieu Vu ; Liu, Joseph K. ; Xinyi Huang ; Yang Xiang
Author_Institution :
Electr. & Comput. Eng. Dept., Khalifa Univ. of Sci., Abu Dhabi, United Arab Emirates
Volume :
3
Issue :
2
fYear :
2015
fDate :
April-June 1 2015
Firstpage :
233
Lastpage :
244
Abstract :
Smart grid is a technological innovation that improves efficiency, reliability, economics, and sustainability of electricity services. It plays a crucial role in modern energy infrastructure. The main challenges of smart grids, however, are how to manage different types of front-end intelligent devices such as power assets and smart meters efficiently; and how to process a huge amount of data received from these devices. Cloud computing, a technology that provides computational resources on demands, is a good candidate to address these challenges since it has several good properties such as energy saving, cost saving, agility, scalability, and flexibility. In this paper, we propose a secure cloud computing based framework for big data information management in smart grids, which we call “Smart-Frame.” The main idea of our framework is to build a hierarchical structure of cloud computing centers to provide different types of computing services for information management and big data analysis. In addition to this structural framework, we present a security solution based on identity-based encryption, signature and proxy re-encryption to address critical security issues of the proposed framework.
Keywords :
Big Data; cloud computing; cryptography; data analysis; digital signatures; information management; power engineering computing; smart power grids; Smart-Frame; big data analysis; big data information management; digital signature; electricity services; front-end intelligent devices; identity-based encryption; power assets; proxy reencryption; secure cloud computing based framework; smart grid; smart meters; Cloud computing; Computer architecture; Identity-based encryption; Information management; Smart grids; Big data; cloud computing; information management; secure; smart grid;
fLanguage :
English
Journal_Title :
Cloud Computing, IEEE Transactions on
Publisher :
ieee
ISSN :
2168-7161
Type :
jour
DOI :
10.1109/TCC.2014.2359460
Filename :
6905754
Link To Document :
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