Data vitalization's perspective towards Smart City: A reference model for data service oriented architecture

Zhang Xiong; Yanwei Zheng; Chao Li

doi:10.1109/CCGrid.2014.74

Data vitalization's perspective towards Smart City: A reference model for data service oriented architecture

Zhang Xiong
, Yanwei Zheng
, Chao Li

School of Computer Science and Engineering

Beihang University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

12 Scopus citations

Abstract

The data are complexity and heterogeneous in the city-scale. When the tasks are nonlinear, existing systems cannot perform well. This paper proposes a data service oriented architecture that is based on the data vitalization theory. In this perspective, the vitalized cells are the basic units of a system, which are organized through nested and/or layer structure. A smart service platform bases on crowd intelligence network is developed according the theory of data vitalization. It allows the developers upload their own services and data to open for other developers. Then the architecture and implement technologies of the platform are introduced. At last, an application example of this architecture is given, which is used to sense social hot-spots in a period and rebuild the scene of the hot-spots. The platform and example show that the data vitalization theory achieves high scalability and flexibility for both linear and non-linear tasks.

Original language	English
Title of host publication	Proceedings - 14th IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing, CCGrid 2014
Publisher	IEEE Computer Society
Pages	865-874
Number of pages	10
ISBN (Print)	9781479927838
DOIs	https://doi.org/10.1109/CCGrid.2014.74
State	Published - 2014
Event	14th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGrid 2014 - Chicago, IL, United States Duration: 26 May 2014 → 29 May 2014

Publication series

Name	Proceedings - 14th IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing, CCGrid 2014

Conference

Conference	14th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGrid 2014
Country/Territory	United States
City	Chicago, IL
Period	26/05/14 → 29/05/14

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 11 Sustainable Cities and Communities

Keywords

data service oriented architecture
data vitalization
vitalized cell

Access to Document

10.1109/CCGrid.2014.74

Cite this

Xiong, Z., Zheng, Y., & Li, C. (2014). Data vitalization's perspective towards Smart City: A reference model for data service oriented architecture. In Proceedings - 14th IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing, CCGrid 2014 (pp. 865-874). Article 6846540 (Proceedings - 14th IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing, CCGrid 2014). IEEE Computer Society. https://doi.org/10.1109/CCGrid.2014.74

Xiong, Zhang ; Zheng, Yanwei ; Li, Chao. / Data vitalization's perspective towards Smart City : A reference model for data service oriented architecture. Proceedings - 14th IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing, CCGrid 2014. IEEE Computer Society, 2014. pp. 865-874 (Proceedings - 14th IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing, CCGrid 2014).

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title = "Data vitalization's perspective towards Smart City: A reference model for data service oriented architecture",

abstract = "The data are complexity and heterogeneous in the city-scale. When the tasks are nonlinear, existing systems cannot perform well. This paper proposes a data service oriented architecture that is based on the data vitalization theory. In this perspective, the vitalized cells are the basic units of a system, which are organized through nested and/or layer structure. A smart service platform bases on crowd intelligence network is developed according the theory of data vitalization. It allows the developers upload their own services and data to open for other developers. Then the architecture and implement technologies of the platform are introduced. At last, an application example of this architecture is given, which is used to sense social hot-spots in a period and rebuild the scene of the hot-spots. The platform and example show that the data vitalization theory achieves high scalability and flexibility for both linear and non-linear tasks.",

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author = "Zhang Xiong and Yanwei Zheng and Chao Li",

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Xiong, Z, Zheng, Y & Li, C 2014, Data vitalization's perspective towards Smart City: A reference model for data service oriented architecture. in Proceedings - 14th IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing, CCGrid 2014., 6846540, Proceedings - 14th IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing, CCGrid 2014, IEEE Computer Society, pp. 865-874, 14th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGrid 2014, Chicago, IL, United States, 26/05/14. https://doi.org/10.1109/CCGrid.2014.74

Data vitalization's perspective towards Smart City: A reference model for data service oriented architecture. / Xiong, Zhang; Zheng, Yanwei; Li, Chao.
Proceedings - 14th IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing, CCGrid 2014. IEEE Computer Society, 2014. p. 865-874 6846540 (Proceedings - 14th IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing, CCGrid 2014).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

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AU - Xiong, Zhang

AU - Zheng, Yanwei

AU - Li, Chao

PY - 2014

Y1 - 2014

N2 - The data are complexity and heterogeneous in the city-scale. When the tasks are nonlinear, existing systems cannot perform well. This paper proposes a data service oriented architecture that is based on the data vitalization theory. In this perspective, the vitalized cells are the basic units of a system, which are organized through nested and/or layer structure. A smart service platform bases on crowd intelligence network is developed according the theory of data vitalization. It allows the developers upload their own services and data to open for other developers. Then the architecture and implement technologies of the platform are introduced. At last, an application example of this architecture is given, which is used to sense social hot-spots in a period and rebuild the scene of the hot-spots. The platform and example show that the data vitalization theory achieves high scalability and flexibility for both linear and non-linear tasks.

AB - The data are complexity and heterogeneous in the city-scale. When the tasks are nonlinear, existing systems cannot perform well. This paper proposes a data service oriented architecture that is based on the data vitalization theory. In this perspective, the vitalized cells are the basic units of a system, which are organized through nested and/or layer structure. A smart service platform bases on crowd intelligence network is developed according the theory of data vitalization. It allows the developers upload their own services and data to open for other developers. Then the architecture and implement technologies of the platform are introduced. At last, an application example of this architecture is given, which is used to sense social hot-spots in a period and rebuild the scene of the hot-spots. The platform and example show that the data vitalization theory achieves high scalability and flexibility for both linear and non-linear tasks.

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Xiong Z, Zheng Y, Li C. Data vitalization's perspective towards Smart City: A reference model for data service oriented architecture. In Proceedings - 14th IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing, CCGrid 2014. IEEE Computer Society. 2014. p. 865-874. 6846540. (Proceedings - 14th IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing, CCGrid 2014). doi: 10.1109/CCGrid.2014.74

Data vitalization's perspective towards Smart City: A reference model for data service oriented architecture

Abstract

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UN SDGs

Keywords

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