A Novel Estimation Framework for Quality of Resilience

Chayapol Kamyod; Rasmus Hjorth Nielsen; Neeli R. Prasad; Ramjee Prasad

doi:10.1007/s11277-016-3395-5

A Novel Estimation Framework for Quality of Resilience

Chayapol Kamyod, Rasmus Hjorth Nielsen, Neeli R. Prasad, Ramjee Prasad

Department of Electronic Systems

Research output: Contribution to journal › Journal article › Research › peer-review

1 Citation (Scopus)

Abstract

As the increase of complexity in the telecommunication service and system, the importance of service quality and reliability has also gained more interest. In this paper, state-of-the-art of various quality terms has been dis- cussed; as well, the relationship among these terms toward user satisfaction and a new reliability evaluation perspective has been presented through the measurement parameters. Moreover, the limitations of traditional reliability evaluation methods have been raised; accordingly, the selective resilience pa- rameter algorithm and the modern reliability evaluation method are proposed by using Bayesian statistics. The proposed algorithm can provide practical reliability measurement and can apply for a preventive failure or maintenance plan. Besides, the novel estimation approach can incorporate the eﬀect of both subjective and objective parameters into the service or system reliability esti- mation.

Original language	English
Journal	Wireless Personal Communications
Volume	90
Issue number	3
Pages (from-to)	1369-1386
Number of pages	18
ISSN	0929-6212
DOIs	https://doi.org/10.1007/s11277-016-3395-5
Publication status	Published - Oct 2016

Keywords

Quality Terms · Resilience · Reliability · User Satisfaction · Bayesian Reliability Modeling · Objective · Subjective Parameters

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title = "A Novel Estimation Framework for Quality of Resilience",

abstract = "As the increase of complexity in the telecommunication service and system, the importance of service quality and reliability has also gained more interest. In this paper, state-of-the-art of various quality terms has been dis- cussed; as well, the relationship among these terms toward user satisfaction and a new reliability evaluation perspective has been presented through the measurement parameters. Moreover, the limitations of traditional reliability evaluation methods have been raised; accordingly, the selective resilience pa- rameter algorithm and the modern reliability evaluation method are proposed by using Bayesian statistics. The proposed algorithm can provide practical reliability measurement and can apply for a preventive failure or maintenance plan. Besides, the novel estimation approach can incorporate the eﬀect of both subjective and objective parameters into the service or system reliability esti- mation.",

keywords = " Quality Terms · Resilience · Reliability · User Satisfaction · Bayesian Reliability Modeling · Objective · Subjective Parameters",

author = "Chayapol Kamyod and Nielsen, {Rasmus Hjorth} and Prasad, {Neeli R.} and Ramjee Prasad",

year = "2016",

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language = "English",

volume = "90",

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journal = "Wireless Personal Communications",

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AU - Kamyod, Chayapol

AU - Nielsen, Rasmus Hjorth

AU - Prasad, Neeli R.

AU - Prasad, Ramjee

PY - 2016/10

Y1 - 2016/10

N2 - As the increase of complexity in the telecommunication service and system, the importance of service quality and reliability has also gained more interest. In this paper, state-of-the-art of various quality terms has been dis- cussed; as well, the relationship among these terms toward user satisfaction and a new reliability evaluation perspective has been presented through the measurement parameters. Moreover, the limitations of traditional reliability evaluation methods have been raised; accordingly, the selective resilience pa- rameter algorithm and the modern reliability evaluation method are proposed by using Bayesian statistics. The proposed algorithm can provide practical reliability measurement and can apply for a preventive failure or maintenance plan. Besides, the novel estimation approach can incorporate the eﬀect of both subjective and objective parameters into the service or system reliability esti- mation.

AB - As the increase of complexity in the telecommunication service and system, the importance of service quality and reliability has also gained more interest. In this paper, state-of-the-art of various quality terms has been dis- cussed; as well, the relationship among these terms toward user satisfaction and a new reliability evaluation perspective has been presented through the measurement parameters. Moreover, the limitations of traditional reliability evaluation methods have been raised; accordingly, the selective resilience pa- rameter algorithm and the modern reliability evaluation method are proposed by using Bayesian statistics. The proposed algorithm can provide practical reliability measurement and can apply for a preventive failure or maintenance plan. Besides, the novel estimation approach can incorporate the eﬀect of both subjective and objective parameters into the service or system reliability esti- mation.

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DO - 10.1007/s11277-016-3395-5

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SN - 0929-6212

VL - 90

SP - 1369

EP - 1386

JO - Wireless Personal Communications

JF - Wireless Personal Communications

IS - 3

ER -

A Novel Estimation Framework for Quality of Resilience

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