Trust Worthiness on Load Balance in Grids Using Standard Cauchy Distribution
نویسنده
چکیده
Computational tasks are split into many modules and the resources of participating nodes of Grid are shared with to solve intensive jobs. Since the Grid participants are open in many cases, the respective providers do not maintain reputation in providing their promised services. Therefore ‘Trust’ worthiness of nodes of clusters of Grid is determined through various techniques with several parameters. Computational efficiency in Grid is another major issue that needs to be addressed. ‘Load Balancing’ in Grids could be a major remedial measure for tackling this issue. Literature on these two components in isolation of Grid technology is seen to be aplenty. But a combined study for relational effectiveness is worth an attempt. Standard Cauchy distribution is a continuous probability distribution, which can be applied so as to determine the acceptance levels of Cluster functionalities of the Grid. In view of this, the study attempts to make use of standard Cauchy distribution technique for validating Load balancing, which is performed after the determination of the trust worthiness of the participating nodes of a cluster. The study argues that the Grid cluster that is trust worthy alone can be performed with the load balancing and the conclusion is thus derived. GridSim 5.0 has been used for the proposed experimental studies.
منابع مشابه
Locating, Sizing, and Optimal Planning of the Distribution Substations Using Vanadium Flow Battery Storage to Improve the Efficiency of the Power Distribution Network
In power grids, there must always be a balance between energy production and consumption. Due to the variable nature of consumers, energy production should also be subject to these changes. Electricity storage is one of the most important issues in the electricity industry, which can generate many ancillary services such as load curve leveling, peak shaving, integration with renewable units, ro...
متن کاملRobust Agent Based Distribution System Restoration with Uncertainty in Loads in Smart Grids
This paper presents a comprehensive robust distributed intelligent control for optimum self-healing activities in smart distribution systems considering the uncertainty in loads. The presented agent based framework obviates the requirements for a central control method and improves the reliability of the self-healing mechanism. Agents possess three characteristics including local views, decentr...
متن کاملOnline Distribution and Load Balancing Optimization Using the Robin Hood and Johnson Hybrid Algorithm
Proper planning of assembly lines is one of the production managers’ concerns at the tactical level so that it would be possible to use the machine capacity, reduce operating costs and deliver customer orders on time. The lack of an efficient method in balancing assembly line can create threatening problems for manufacturing organizations. The use of assembly line balancing methods cannot balan...
متن کاملA two-step approach to energy management in smart micro-grids aimed at improving social welfare levels and the demand side management effect
Demand-side management is one of the ways to create interaction between the microgrid and increase consumer participation in management schemes. Different algorithms and strategies have been used to execute consumption management programs that often covering a limited number of loads in several specific types. In this paper, first, the load shift method as an optimization problem to reduce syst...
متن کاملDesigning Decision Maker in a Smart Home for Energy Consumption Optimization Using Fuzzy Modeling
existed electricity grids deliver produced power to the consumer passing through transmission and distribution grids. According to high losses of these grids in transmission level and inexistence of bilateral interaction for simultaneous information exchange, a concept of smart grids were made by capabilities such as consciously participation of consumers in the smart electricity grids, an amou...
متن کامل