Cloud-Based Software Platform for Big Data Analytics in Smart Grids

  title={Cloud-Based Software Platform for Big Data Analytics in Smart Grids},
  author={Y. Simmhan and S. Aman and A. Kumbhare and R. Liu and S. Stevens and Q. Zhou and V. Prasanna},
  journal={Computing in Science & Engineering},
  • Y. Simmhan, S. Aman, +4 authors V. Prasanna
  • Published 2013
  • Computer Science
  • Computing in Science & Engineering
  • This article focuses on a scalable software platform for the Smart Grid cyber-physical system using cloud technologies. Dynamic Demand Response (D2R) is a challenge-application to perform intelligent demand-side management and relieve peak load in Smart Power Grids. The platform offers an adaptive information integration pipeline for ingesting dynamic data; a secure repository for researchers to share knowledge; scalable machine-learning models trained over massive datasets for agile demand… CONTINUE READING
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