A Jindal, N Kumar, M Singh - Future Generation Computer Systems, 2020 - Elsevier
With an increased usage of information and communication technologies (ICT) in the smart cities, the data generated from different smart devices has increased manifolds. This data is …
L Kuang, F Hao, LT Yang, M Lin… - IEEE transactions on …, 2014 - ieeexplore.ieee.org
Variety and veracity are two distinct characteristics of large-scale and heterogeneous data. It has been a great challenge to efficiently represent and process big data with a unified …
L Kuang, LT Yang, J Chen, F Hao… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
With the exponential growth of data volume, big data have placed an unprecedented burden on current computing infrastructure. Dimensionality reduction of big data attracts a great deal …
With the deployment of monitoring devices, the smart grid is collecting large amounts of energy-related data at an unprecedented speed. The smart grid has become data-driven …
Smart grids are re-engineering the electricity transmission and distribution system throughout the world. It is an amalgam of increased digital information with the electrical …
The smart electricity grid enables a two-way flow of power and data between suppliers and consumers in order to facilitate the power flow optimization in terms of economic efficiency …
A smart grid is an intelligent electricity grid that optimizes the generation, distribution and consumption of electricity through the introduction of Information and Communication …
F Luo, ZY Dong, J Zhao, X Zhang… - 2015 IEEE Power & …, 2015 - ieeexplore.ieee.org
Smart grid has become the most complicated interconnected system in human society. With the advanced sensor infrastructure, the smart grid will continuously generate unprecedented …
H Liu, LT Yang, Y Guo, X Xie… - IEEE Transactions on Big …, 2018 - ieeexplore.ieee.org
Cyber-physical-social big data generated from ubiquitous devices and diverse spaces generally are multi-source, heterogeneous, and deeply intertwined. To efficiently analyze …