Knowledge Agora

Title	Design and Implementation of Smart City Big Data Processing Platform Based On Distributed Architecture
ID_Doc	38149
Authors	Ma, SM; Liang, ZL
Title	Design and Implementation of Smart City Big Data Processing Platform Based On Distributed Architecture
Year	2015
Published
Abstract	For the problem about the low shared efficiency and the poor integrating degree of the massive multivariate data, in the paper, we propose a design scheme based on distributed architecture, mainly using Kafka, Storm and Spark clusters, and the real-time transmission among the structured data, unstructured data and database data are implemented. And the real-time analysis system of real-time data and statistical analysis system of offline data are developed. Finally, the test results show the performance of Big Data processing platform, and demonstrate fully the advantage of the distributed architecture.
PDF

Similar Articles

ID	Score	Article
38163		Ma, SM; Liang, ZL Design and Implementation of Smart City Big Data Processing Platform Based On Distributed Architecture(2016)
45231		Rathore, MM; Ahmad, A; Paul, A IoT-Based Smart City Development using Big Data Analytical Approach(2016)
45670		Nasiri, H; Nasehi, S; Goudarzi, M A Survey of Distributed Stream Processing Systems for Smart City Data Analytics(2018)
40988		Babar, M; Arif, F Smart urban planning using Big Data analytics to contend with the interoperability in Internet of Things(2017)
38538		Silva, BN; Khan, M; Han, K Big Data Analytics Embedded Smart City Architecture for Performance Enhancement through Real-Time Data Processing and Decision-Making(2017)
43979		Babar, M; Arif, F; Jan, MA; Tan, ZY; Khan, F Urban data management system: Towards Big Data analytics for Internet of Things based smart urban environment using customized Hadoop(2019)
39602		Nasiri, H; Nasehi, S; Goudarzi, M Evaluation of distributed stream processing frameworks for IoT applications in Smart Cities(2019)Journal Of Big Data, 6, 1
45709		Silva, BN; Khan, M; Jung, C; Seo, J; Muhammad, D; Han, J; Yoon, Y; Han, K Urban Planning and Smart City Decision Management Empowered by Real-Time Data Processing Using Big Data Analytics(2018)Sensors, 18, 9
36479		Yu, HX; Mihai, IC; Srivastava, A Study And Research On Iot And Big Data Analysis For Smart City Development(2021)Scalable Computing-Practice And Experience, 22, 2
43011		Babar, M; Arif, F Smart Urban Planning using Big Data Analytics based Internet of Things(2017)