A proactive event-driven approach for dynamic QoS compliance in cloud of things

Falak Nawaz; Omar Khadeer Hussain; Naeem Janjua; Elizabeth Chang

doi:10.1145/3106426.3109431

A proactive event-driven approach for dynamic QoS compliance in cloud of things

Falak Nawaz, Omar Khadeer Hussain, Naeem Janjua, Elizabeth Chang

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

7 Citations (Scopus)

Abstract

Cloud-of-Things service providers use various descriptions languages to describe Quality of Service (QoS) attributes. However, existing modelling approaches provide support for modelling static QoS attributes only and lack features to model and reason with dynamic QoS attributes such as response time and availability. This paper presents an event-based approach for monitoring dynamic QoS values and their compliance by modelling the behavior of QoS attributes using an Event Calculus (EC) based framework. The logic based reasoning is then performed to proactively identify the possible QoS violations in future.

Original language	English
Title of host publication	Proceedings - 2017 IEEE/WIC/ACM International Conference on Web Intelligence
Subtitle of host publication	WI 2017
Place of Publication	New York
Publisher	Association for Computing Machinery, Inc
Pages	971-975
Number of pages	5
ISBN (Electronic)	978-1-4503-4951-2
DOIs	https://doi.org/10.1145/3106426.3109431
Publication status	Published - 23 Aug 2017
Externally published	Yes
Event	16th IEEE/WIC/ACM International Conference on Web Intelligence - Leipzig, Germany Duration: 23 Aug 2017 → 26 Aug 2017

Conference

Conference	16th IEEE/WIC/ACM International Conference on Web Intelligence
Abbreviated title	WI 2017
Country/Territory	Germany
City	Leipzig
Period	23/08/17 → 26/08/17

Keywords

Cloud of things
Compliance
Quality of service
Service degradation
Service level agreement

Access to Document

10.1145/3106426.3109431Licence: In Copyright

Cite this

@inproceedings{c315485d9ca146f98ebd3e606c4d187c,

title = "A proactive event-driven approach for dynamic QoS compliance in cloud of things",

abstract = "Cloud-of-Things service providers use various descriptions languages to describe Quality of Service (QoS) attributes. However, existing modelling approaches provide support for modelling static QoS attributes only and lack features to model and reason with dynamic QoS attributes such as response time and availability. This paper presents an event-based approach for monitoring dynamic QoS values and their compliance by modelling the behavior of QoS attributes using an Event Calculus (EC) based framework. The logic based reasoning is then performed to proactively identify the possible QoS violations in future.",

keywords = "Cloud of things, Compliance, Quality of service, Service degradation, Service level agreement",

author = "Falak Nawaz and Hussain, {Omar Khadeer} and Naeem Janjua and Elizabeth Chang",

year = "2017",

month = aug,

day = "23",

doi = "10.1145/3106426.3109431",

language = "English",

pages = "971--975",

booktitle = "Proceedings - 2017 IEEE/WIC/ACM International Conference on Web Intelligence",

publisher = "Association for Computing Machinery, Inc",

note = "16th IEEE/WIC/ACM International Conference on Web Intelligence, WI 2017 ; Conference date: 23-08-2017 Through 26-08-2017",

}

Nawaz, F, Hussain, OK, Janjua, N & Chang, E 2017, A proactive event-driven approach for dynamic QoS compliance in cloud of things. in Proceedings - 2017 IEEE/WIC/ACM International Conference on Web Intelligence: WI 2017. Association for Computing Machinery, Inc, New York, pp. 971-975, 16th IEEE/WIC/ACM International Conference on Web Intelligence, Leipzig, Germany, 23/08/17. https://doi.org/10.1145/3106426.3109431

A proactive event-driven approach for dynamic QoS compliance in cloud of things. / Nawaz, Falak; Hussain, Omar Khadeer; Janjua, Naeem et al.
Proceedings - 2017 IEEE/WIC/ACM International Conference on Web Intelligence: WI 2017. New York: Association for Computing Machinery, Inc, 2017. p. 971-975.

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

TY - GEN

T1 - A proactive event-driven approach for dynamic QoS compliance in cloud of things

AU - Nawaz, Falak

AU - Hussain, Omar Khadeer

AU - Janjua, Naeem

AU - Chang, Elizabeth

PY - 2017/8/23

Y1 - 2017/8/23

N2 - Cloud-of-Things service providers use various descriptions languages to describe Quality of Service (QoS) attributes. However, existing modelling approaches provide support for modelling static QoS attributes only and lack features to model and reason with dynamic QoS attributes such as response time and availability. This paper presents an event-based approach for monitoring dynamic QoS values and their compliance by modelling the behavior of QoS attributes using an Event Calculus (EC) based framework. The logic based reasoning is then performed to proactively identify the possible QoS violations in future.

AB - Cloud-of-Things service providers use various descriptions languages to describe Quality of Service (QoS) attributes. However, existing modelling approaches provide support for modelling static QoS attributes only and lack features to model and reason with dynamic QoS attributes such as response time and availability. This paper presents an event-based approach for monitoring dynamic QoS values and their compliance by modelling the behavior of QoS attributes using an Event Calculus (EC) based framework. The logic based reasoning is then performed to proactively identify the possible QoS violations in future.

KW - Cloud of things

KW - Compliance

KW - Quality of service

KW - Service degradation

KW - Service level agreement

UR - http://www.scopus.com/inward/record.url?scp=85030973657&partnerID=8YFLogxK

U2 - 10.1145/3106426.3109431

DO - 10.1145/3106426.3109431

M3 - Conference contribution

AN - SCOPUS:85030973657

SP - 971

EP - 975

BT - Proceedings - 2017 IEEE/WIC/ACM International Conference on Web Intelligence

PB - Association for Computing Machinery, Inc

CY - New York

T2 - 16th IEEE/WIC/ACM International Conference on Web Intelligence

Y2 - 23 August 2017 through 26 August 2017

ER -

A proactive event-driven approach for dynamic QoS compliance in cloud of things

Abstract

Conference

Keywords

Access to Document

Other files and links

Fingerprint

Cite this