Supporting edge intelligence in service-oriented smart IoT applications

Zhenqiu Huang; Kwei Jay Lin; Chi Sheng Shih

doi:10.1109/CIT.2016.40

Supporting edge intelligence in service-oriented smart IoT applications

Zhenqiu Huang, Kwei Jay Lin, Chi Sheng Shih

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

12 Scopus citations

Abstract

This paper presents the edge intelligence supportfor smart IoT using the service-oriented architecture. InIoT, there are many sensors deployed for different purposes. Sensors of different modalities must be integrated and theircharacteristics analyzed to enhance the system intelligence. Inthis paper, we present the edge computing framework in the WuKong-based IoT architecture. WuKong is an IoT middlewarethat supports dynamic compositions and deployments of user-defined IoT applications. The edge framework pushes thestreaming processing capability from cloud to edge devices, inorder to better support timely and reliable streaming analyticsto enhance the performance of smart IoT applications. Wehave designed annotation based programming primitives fordevelopers to add their own online learning capabilities onedge servers. Using an extendable pipeline design, intelligentcomponents on edge may be used to build smart services inIoT applications.

Original language	English
Title of host publication	Proceedings - 2016 16th IEEE International Conference on Computer and Information Technology, CIT 2016, 2016 6th International Symposium on Cloud and Service Computing, IEEE SC2 2016 and 2016 International Symposium on Security and Privacy in Social Networks and Big Data, SocialSec 2016
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	492-499
Number of pages	8
ISBN (Electronic)	9781509043149
DOIs	https://doi.org/10.1109/CIT.2016.40
State	Published - 10 03 2017
Externally published	Yes
Event	16th IEEE International Conference on Computer and Information Technology, CIT 2016 - Nadi, Fiji Duration: 07 12 2016 → 10 12 2016

Publication series

Name	Proceedings - 2016 16th IEEE International Conference on Computer and Information Technology, CIT 2016, 2016 6th International Symposium on Cloud and Service Computing, IEEE SC2 2016 and 2016 International Symposium on Security and Privacy in Social Networks and Big Data, SocialSec 2016

Conference

Conference	16th IEEE International Conference on Computer and Information Technology, CIT 2016
Country/Territory	Fiji
City	Nadi
Period	07/12/16 → 10/12/16

Bibliographical note

Publisher Copyright:
© 2016 IEEE.

Keywords

Edge computing
IoT
Middleware
Service-oriented things

Access to Document

10.1109/CIT.2016.40

Cite this

Huang, Z., Lin, K. J., & Shih, C. S. (2017). Supporting edge intelligence in service-oriented smart IoT applications. In Proceedings - 2016 16th IEEE International Conference on Computer and Information Technology, CIT 2016, 2016 6th International Symposium on Cloud and Service Computing, IEEE SC2 2016 and 2016 International Symposium on Security and Privacy in Social Networks and Big Data, SocialSec 2016 (pp. 492-499). Article 7876378 (Proceedings - 2016 16th IEEE International Conference on Computer and Information Technology, CIT 2016, 2016 6th International Symposium on Cloud and Service Computing, IEEE SC2 2016 and 2016 International Symposium on Security and Privacy in Social Networks and Big Data, SocialSec 2016). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CIT.2016.40

Huang, Zhenqiu ; Lin, Kwei Jay ; Shih, Chi Sheng. / Supporting edge intelligence in service-oriented smart IoT applications. Proceedings - 2016 16th IEEE International Conference on Computer and Information Technology, CIT 2016, 2016 6th International Symposium on Cloud and Service Computing, IEEE SC2 2016 and 2016 International Symposium on Security and Privacy in Social Networks and Big Data, SocialSec 2016. Institute of Electrical and Electronics Engineers Inc., 2017. pp. 492-499 (Proceedings - 2016 16th IEEE International Conference on Computer and Information Technology, CIT 2016, 2016 6th International Symposium on Cloud and Service Computing, IEEE SC2 2016 and 2016 International Symposium on Security and Privacy in Social Networks and Big Data, SocialSec 2016).

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keywords = "Edge computing, IoT, Middleware, Service-oriented things",

author = "Zhenqiu Huang and Lin, {Kwei Jay} and Shih, {Chi Sheng}",

note = "Publisher Copyright: {\textcopyright} 2016 IEEE.; 16th IEEE International Conference on Computer and Information Technology, CIT 2016 ; Conference date: 07-12-2016 Through 10-12-2016",

year = "2017",

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doi = "10.1109/CIT.2016.40",

language = "英语",

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Huang, Z, Lin, KJ & Shih, CS 2017, Supporting edge intelligence in service-oriented smart IoT applications. in Proceedings - 2016 16th IEEE International Conference on Computer and Information Technology, CIT 2016, 2016 6th International Symposium on Cloud and Service Computing, IEEE SC2 2016 and 2016 International Symposium on Security and Privacy in Social Networks and Big Data, SocialSec 2016., 7876378, Proceedings - 2016 16th IEEE International Conference on Computer and Information Technology, CIT 2016, 2016 6th International Symposium on Cloud and Service Computing, IEEE SC2 2016 and 2016 International Symposium on Security and Privacy in Social Networks and Big Data, SocialSec 2016, Institute of Electrical and Electronics Engineers Inc., pp. 492-499, 16th IEEE International Conference on Computer and Information Technology, CIT 2016, Nadi, Fiji, 07/12/16. https://doi.org/10.1109/CIT.2016.40

Supporting edge intelligence in service-oriented smart IoT applications. / Huang, Zhenqiu; Lin, Kwei Jay; Shih, Chi Sheng.
Proceedings - 2016 16th IEEE International Conference on Computer and Information Technology, CIT 2016, 2016 6th International Symposium on Cloud and Service Computing, IEEE SC2 2016 and 2016 International Symposium on Security and Privacy in Social Networks and Big Data, SocialSec 2016. Institute of Electrical and Electronics Engineers Inc., 2017. p. 492-499 7876378 (Proceedings - 2016 16th IEEE International Conference on Computer and Information Technology, CIT 2016, 2016 6th International Symposium on Cloud and Service Computing, IEEE SC2 2016 and 2016 International Symposium on Security and Privacy in Social Networks and Big Data, SocialSec 2016).

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

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Y2 - 7 December 2016 through 10 December 2016

ER -

Huang Z, Lin KJ, Shih CS. Supporting edge intelligence in service-oriented smart IoT applications. In Proceedings - 2016 16th IEEE International Conference on Computer and Information Technology, CIT 2016, 2016 6th International Symposium on Cloud and Service Computing, IEEE SC2 2016 and 2016 International Symposium on Security and Privacy in Social Networks and Big Data, SocialSec 2016. Institute of Electrical and Electronics Engineers Inc. 2017. p. 492-499. 7876378. (Proceedings - 2016 16th IEEE International Conference on Computer and Information Technology, CIT 2016, 2016 6th International Symposium on Cloud and Service Computing, IEEE SC2 2016 and 2016 International Symposium on Security and Privacy in Social Networks and Big Data, SocialSec 2016). doi: 10.1109/CIT.2016.40

Supporting edge intelligence in service-oriented smart IoT applications

Abstract

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Keywords

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