학술논문

Cloud Computing-Based Smart Grid Power Big Data Analysis Technology
Document Type
Conference
Source
2021 International Conference on Intelligent Computing, Automation and Applications (ICAA) ICAA Intelligent Computing, Automation and Applications (ICAA), 2021 International Conference on. :474-477 Jun, 2021
Subject
Computing and Processing
Soft sensors
Cluster computing
Machine learning
Big Data
Data processing
Real-time systems
Data models
Language
Abstract
In data management, conventional data processing models cannot meet the demand for large amounts of data and complex data types. Therefore, a big data approach is proposed to analyze the collected data to mine the data support that is hidden in the big data and can be used to make strategic, tactical and operational decisions. This paper mainly introduces the function of Apache Spark in big data analysis from the grid data source, related data processing technology and application in the grid, with grid price as the application background, and proposes a data platform for unified processing and application.