Estimation of service reliability and performance in grid environment

Parsa, Saeed; Parand, Fereshteh-Azadi

doi:10.1016/j.jksues.2011.06.004

Cited by 4 publications

(3 citation statements)

References 14 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…The model proposed in [3] is based on the stochastic activity networks (SANs) which presents formal description and graphical representation of the problem. Parsa et al [9], [10]. In [9], the performance of a grid environment in terms of the mean number of tasks waiting to be processed within the grid was investigated, and a queuing network solution together with a generalized stochastic Petri net (GSPN) was proposed to model the environment and evaluate the performance.…”

Section: Related Workmentioning

confidence: 99%

“…The models proposed in [9] only evaluate the performance measure and are not able to simultaneously take the dependability concepts into account. A method to estimate the reliability of a service and mathematical expectation of service time was proposed in [10]. The proposed approach takes both permanent and transient failures into account.…”

Section: Related Workmentioning

confidence: 99%

“…The proposed approach takes both permanent and transient failures into account. In addition, the passive replication scheme was considered in [10], and the reliability and service time in the presence of passive parallel replicated resources were analyzed. In both [7] and [1], universal generating function (u-function) technique was used to estimate the probability mass function (pmf) of grid service time.…”

Section: Related Workmentioning

confidence: 99%

See 2 more Smart Citations

Prediction of resource failure uncertainty for ubiquitous applications in grid environment

Chouhan

Kumar

Jumnal

2014

International Conference on Circuits, Communication, Control and Computing

View full text Add to dashboard Cite

In the recent years, the use of grid computing has been extended to ubiquitous computing that demands high computing capabilities. The tremendous development of mobile and embedded devices in ubiquitous computing applications and their communication requirements forms a large data set that need to be computed efficiently. However, these devices have limited resource capacity such as processing element (PE), storage, battery power, bandwidth, and so on. Hence it is required to transfer requests from ubiquitous applications to grid computing environment for computation. Nevertheless, the major issue with resource sharing lies in the uncertainties like resource failure, communication link failure, etc., during massive job arrival. Thus, it is important to consider uncertainties in the formulation of a grid scheduling problem. In this paper, we propose a model that demonstrate the uncertainty of resource failure using probabilistic Markov chain and Poisson distribution. These techniques are exploited as maximum likelihood estimator. The implementation shows prediction accuracy of uncertainty.

show abstract

Section: Related Workmentioning

confidence: 99%

Section: Related Workmentioning

confidence: 99%

Section: Related Workmentioning

confidence: 99%

See 1 more Smart Citation

Prediction of resource failure uncertainty for ubiquitous applications in grid environment

Chouhan

Kumar

Jumnal

2014

International Conference on Circuits, Communication, Control and Computing

View full text Add to dashboard Cite

show abstract

Robust fault detection for wind turbines using reference model-based approach

Nazir

Khan

Mustafa

et al. 2017

Journal of King Saud University - Engineering Sciences

View full text Add to dashboard Cite

Modeling and Analysis of Reliability in Grid using Petri Nets

Vahebi¹,

Sadeghzadeh²,

Atani³

2013

IJCATR

View full text Add to dashboard Cite

Intelligent Grid computing is considered as an essential infrastructure in future life, and they are executed and implemented to save the energy, to reduce the costs and to increase reliability. This study has been carried out with the aim of identifying various samples of Grid networks and investigating the applied and functional fields. In this way, science and technology develops and expands through identifying their weaknesses and attempting to remove these weaknesses and to solve the problems. In addition, the purpose is to increase the reliability in grid networks for using the services. In fact, the purpose of this study is to provide and present a compact and intensive mathematical tool by using Petri nets in order to analyze reliability and certainty in Grid networks. In this study, reliability is investigated in Grid services, and through using Petri nets, a model is represented and proposed for computing as well as increasing reliability in Grid networks. In this research, a new model has been introduced for increasing reliability in Grid networks. In this model, by using series-parallel mode and also by adding redundancy technique to the system, reliability has been considerably improved.

show abstract

Estimation of service reliability and performance in grid environment

Cited by 4 publications

References 14 publications

Prediction of resource failure uncertainty for ubiquitous applications in grid environment

Prediction of resource failure uncertainty for ubiquitous applications in grid environment

Robust fault detection for wind turbines using reference model-based approach

Modeling and Analysis of Reliability in Grid using Petri Nets

Contact Info

Product

Resources

About