Toward a framework in cloudlet-based architecture for a real-time predictional model

Olivera Kotevska; Ahmed Lbath; Samia Bouzefrane

doi:10.1109/UIC-ATC-ScalCom-CBDCom-IoP.2015.190

Toward a framework in cloudlet-based architecture for a real-time predictional model

Olivera Kotevska, Ahmed Lbath, Samia Bouzefrane

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

1 Scopus citations

Abstract

In this paper we present a framework based on prediction model for users in smart living environment. Users need to be able to get access to all available services continuously without performance or memory constraints, regardless of their physical location and mobility. To satisfy this need, we propose the use of cloudlets acting as distributed cloud resources with specific ranges of influence, and a real-time processing framework that will track the events and preferences of end consumers, predict their potential requirements, and give recommendations in order to optimize the resource utilization and service response time.

Original language	English
Title of host publication	Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015
Editors	Jianhua Ma, Ali Li, Huansheng Ning, Laurence T. Yang
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1016-1021
Number of pages	6
ISBN (Electronic)	9781467372114
DOIs	https://doi.org/10.1109/UIC-ATC-ScalCom-CBDCom-IoP.2015.190
State	Published - Jul 20 2016
Externally published	Yes
Event	Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015 - Beijing, China Duration: Aug 10 2015 → Aug 14 2015

Publication series

Name

Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015

Conference

Conference	Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015
Country/Territory	China
City	Beijing
Period	08/10/15 → 08/14/15

Keywords

Cloudlet
Framework
Prediction
Real-time
Recommendations
Smart City

UN SDGs

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

Access to Document

10.1109/UIC-ATC-ScalCom-CBDCom-IoP.2015.190

Cite this

Kotevska, O., Lbath, A., & Bouzefrane, S. (2016). Toward a framework in cloudlet-based architecture for a real-time predictional model. In J. Ma, A. Li, H. Ning, & L. T. Yang (Eds.), Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015 (pp. 1016-1021). Article 7518369 (Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/UIC-ATC-ScalCom-CBDCom-IoP.2015.190

Kotevska, Olivera ; Lbath, Ahmed ; Bouzefrane, Samia. / Toward a framework in cloudlet-based architecture for a real-time predictional model. Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015. editor / Jianhua Ma ; Ali Li ; Huansheng Ning ; Laurence T. Yang. Institute of Electrical and Electronics Engineers Inc., 2016. pp. 1016-1021 (Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015).

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title = "Toward a framework in cloudlet-based architecture for a real-time predictional model",

abstract = "In this paper we present a framework based on prediction model for users in smart living environment. Users need to be able to get access to all available services continuously without performance or memory constraints, regardless of their physical location and mobility. To satisfy this need, we propose the use of cloudlets acting as distributed cloud resources with specific ranges of influence, and a real-time processing framework that will track the events and preferences of end consumers, predict their potential requirements, and give recommendations in order to optimize the resource utilization and service response time.",

keywords = "Cloudlet, Framework, Prediction, Real-time, Recommendations, Smart City",

author = "Olivera Kotevska and Ahmed Lbath and Samia Bouzefrane",

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publisher = "Institute of Electrical and Electronics Engineers Inc.",

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editor = "Jianhua Ma and Ali Li and Huansheng Ning and Yang, {Laurence T.}",

booktitle = "Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015",

}

Kotevska, O, Lbath, A & Bouzefrane, S 2016, Toward a framework in cloudlet-based architecture for a real-time predictional model. in J Ma, A Li, H Ning & LT Yang (eds), Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015., 7518369, Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015, Institute of Electrical and Electronics Engineers Inc., pp. 1016-1021, Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015, Beijing, China, 08/10/15. https://doi.org/10.1109/UIC-ATC-ScalCom-CBDCom-IoP.2015.190

Toward a framework in cloudlet-based architecture for a real-time predictional model. / Kotevska, Olivera; Lbath, Ahmed; Bouzefrane, Samia.
Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015. ed. / Jianhua Ma; Ali Li; Huansheng Ning; Laurence T. Yang. Institute of Electrical and Electronics Engineers Inc., 2016. p. 1016-1021 7518369 (Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015).

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

TY - GEN

T1 - Toward a framework in cloudlet-based architecture for a real-time predictional model

AU - Kotevska, Olivera

AU - Lbath, Ahmed

AU - Bouzefrane, Samia

PY - 2016/7/20

Y1 - 2016/7/20

N2 - In this paper we present a framework based on prediction model for users in smart living environment. Users need to be able to get access to all available services continuously without performance or memory constraints, regardless of their physical location and mobility. To satisfy this need, we propose the use of cloudlets acting as distributed cloud resources with specific ranges of influence, and a real-time processing framework that will track the events and preferences of end consumers, predict their potential requirements, and give recommendations in order to optimize the resource utilization and service response time.

AB - In this paper we present a framework based on prediction model for users in smart living environment. Users need to be able to get access to all available services continuously without performance or memory constraints, regardless of their physical location and mobility. To satisfy this need, we propose the use of cloudlets acting as distributed cloud resources with specific ranges of influence, and a real-time processing framework that will track the events and preferences of end consumers, predict their potential requirements, and give recommendations in order to optimize the resource utilization and service response time.

KW - Cloudlet

KW - Framework

KW - Prediction

KW - Real-time

KW - Recommendations

KW - Smart City

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U2 - 10.1109/UIC-ATC-ScalCom-CBDCom-IoP.2015.190

DO - 10.1109/UIC-ATC-ScalCom-CBDCom-IoP.2015.190

M3 - Conference contribution

AN - SCOPUS:84983405672

T3 - Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015

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BT - Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015

A2 - Ma, Jianhua

A2 - Li, Ali

A2 - Ning, Huansheng

A2 - Yang, Laurence T.

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015

Y2 - 10 August 2015 through 14 August 2015

ER -

Kotevska O, Lbath A, Bouzefrane S. Toward a framework in cloudlet-based architecture for a real-time predictional model. In Ma J, Li A, Ning H, Yang LT, editors, Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015. Institute of Electrical and Electronics Engineers Inc. 2016. p. 1016-1021. 7518369. (Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015). doi: 10.1109/UIC-ATC-ScalCom-CBDCom-IoP.2015.190

Toward a framework in cloudlet-based architecture for a real-time predictional model

Abstract

Publication series

Conference

Keywords

UN SDGs

Access to Document

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