A secure cloud computing based framework for big data information management of smart grid

Joonsang Baek, Quang Hieu Vu, Joseph K. Liu, Xinyi Huang, Yang Xiang

Research output: Contribution to journalArticleResearchpeer-review

162 Citations (Scopus)

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.
Original languageEnglish
Pages (from-to)233-244
Number of pages12
JournalIEEE Transactions on Cloud Computing
Volume3
Issue number2
DOIs
Publication statusPublished - 2015
Externally publishedYes

Keywords

  • Big data
  • cloud computing
  • secure
  • information management
  • smart grid

Cite this