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

研究成果: 圖書/報告稿件的類型 › 會議稿件 › 同行評審

12 引文斯高帕斯（Scopus）

摘要

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.

原文	英語
主出版物標題	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
發行者	Institute of Electrical and Electronics Engineers Inc.
頁面	492-499
頁數	8
ISBN（電子）	9781509043149
DOIs	https://doi.org/10.1109/CIT.2016.40
出版狀態	已出版 - 10 03 2017
對外發佈	是
事件	16th IEEE International Conference on Computer and Information Technology, CIT 2016 - Nadi, 斐濟持續時間: 07 12 2016 → 10 12 2016

出版系列

名字	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
國家/地區	斐濟
城市	Nadi
期間	07/12/16 → 10/12/16

文獻附註

Publisher Copyright:
© 2016 IEEE.

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10.1109/CIT.2016.40

其它文件與鏈接

Link to publication in Scopus

引用此

Huang, Z., Lin, K. J., & Shih, C. S. (2017). Supporting edge intelligence in service-oriented smart IoT applications. 於 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 (頁 492-499). 文章 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. 頁 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).

@inproceedings{a13da6bbe925463699b4b402f6f4579b,

title = "Supporting edge intelligence in service-oriented smart IoT applications",

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.",

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",

month = mar,

day = "10",

doi = "10.1109/CIT.2016.40",

language = "英语",

series = "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",

booktitle = "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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Huang, Z, Lin, KJ & Shih, CS 2017, Supporting edge intelligence in service-oriented smart IoT applications. 於 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., 頁 492-499, 16th IEEE International Conference on Computer and Information Technology, CIT 2016, Nadi, 斐濟, 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).

研究成果: 圖書/報告稿件的類型 › 會議稿件 › 同行評審

TY - GEN

T1 - Supporting edge intelligence in service-oriented smart IoT applications

AU - Huang, Zhenqiu

AU - Lin, Kwei Jay

AU - Shih, Chi Sheng

PY - 2017/3/10

Y1 - 2017/3/10

N2 - 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.

AB - 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.

KW - Edge computing

KW - IoT

KW - Middleware

KW - Service-oriented things

UR - https://www.scopus.com/pages/publications/85017407210

U2 - 10.1109/CIT.2016.40

DO - 10.1109/CIT.2016.40

M3 - 会议稿件

AN - SCOPUS:85017407210

T3 - 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

SP - 492

EP - 499

BT - 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

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 16th IEEE International Conference on Computer and Information Technology, CIT 2016

Y2 - 7 December 2016 through 10 December 2016

ER -

Huang Z, Lin KJ, Shih CS. Supporting edge intelligence in service-oriented smart IoT applications. 於 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

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