Author_Institution :
Electr. & Comput. Eng. Dept., Khalifa Univ. of Sci., Abu Dhabi, United Arab Emirates
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;