| Title | Big Data Analytics Embedded Smart City Architecture for Performance Enhancement through Real-Time Data Processing and Decision-Making |
|---|---|
| ID_Doc | 38538 |
| Authors | Silva, BN; Khan, M; Han, K |
| Title | Big Data Analytics Embedded Smart City Architecture for Performance Enhancement through Real-Time Data Processing and Decision-Making |
| Year | 2017 |
| Published | |
| Abstract | The concept of the smart city is widely favored, as it enhances the quality of life of urban citizens, involving multiple disciplines, that is, smart community, smart transportation, smart healthcare, smart parking, and many more. Continuous growth of the complex urban networks is significantly challenged by real-time data processing and intelligent decision-making capabilities. Therefore, in this paper, we propose a smart city framework based on Big Data analytics. The proposed framework operates on three levels: (1) data generation and acquisition level collecting heterogeneous data related to city operations, (2) data management and processing level filtering, analyzing, and storing data to make decisions and events autonomously, and (3) application level initiating execution of the events corresponding to the received decisions. In order to validate the proposed architecture, we analyze a few major types of dataset based on the proposed three-level architecture. Further, we tested authentic datasets on Hadoop ecosystem to determine the threshold and the analysis shows that the proposed architecture offers useful insights into the community development authorities to improve the existing smart city architecture. |
| http://downloads.hindawi.com/journals/wcmc/2017/9429676.pdf |
Similar Articles
| ID | Score | Article |
|---|---|---|
40988
|
Babar, M; Arif, F Smart urban planning using Big Data analytics to contend with the interoperability in Internet of Things(2017) | |
| 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 | |
| 44933
|
Silva, BN; Khan, M; Seo, J; Muhammad, D; Yoon, Y; Han, J; Han, K Exploiting Big Data Analytics for Urban Planning and Smart City Performance Improvement(2018) | |
| 43011
|
Babar, M; Arif, F Smart Urban Planning using Big Data Analytics based Internet of Things(2017) | |
| 37659
|
Srivastava, DK; Singh, A Big Data Analytics Towards a Framework for a Smart City(2018) | |
| 39373
|
Alshawish, RA; Alfagih, SAM; Musbah, MS Big Data Applications in Smart Cities(2016) | |
| 39842
|
Al-Jaroodi, J; Mohamed, N Service-Oriented Architecture for Big Data Analytics in Smart Cities(2018) | |
| 40433
|
Rathore, MM; Ahmad, A; Paul, A; Rho, S Urban planning and building smart cities based on the Internet of Things using Big Data analytics(2016) | |
| 36886
|
Rathore, MM; Paul, A; Ahmad, A; Jeon, G IoT-Based Big Data: From Smart City towards Next Generation Super City Planning(2017)International Journal On Semantic Web And Information Systems, 13.0, 1 | |
| 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) |