Effective Fault Handling Algorithm for Load Balancing Using Ant Colony Optimization in Cloud Computing
نویسندگان
چکیده
Cloud computing is an emerging technology in distributed computing. It is a collection of interconnected virtual machines as to facilitate pay per use model as per the demand and requirement of the user. The primary aim of cloud computing is to provide efficient access to remote and geographically distributed resources without losing the property of reliability. In order to make these virtual machines hassle free, a distribution of work load (Load balancing) is done properly. Since in cloud computing the processing is done on remote computers hence there are more chances of errors, due to the undetermined latency and lose control over computing node. So it is very necessary to maintain the reliability of remote computers. That is why it is mandatory to create a fault tolerant infrastructure for cloud computing. This paper focuses on to balance the load of entire system while trying to maintain the reliability of the system by creating it as a fault tolerant system. Our objective is to study the existing ACO’s and to develop an effective fault tolerant system using ant colony optimization. Paper describes an algorithm in order to make the system more reliable and fault tolerant.
منابع مشابه
Load Balancing Using a Best-Path-Updating Information-Guided Ant Colony Optimization Algorithm
Abstract: Load balancing and phase balancing are important complement to reconfiguration of the feeder and the network.In the distribution automation ,these issues must be solved continuously and simultaneously to ensure the optimal performance of a distribution network.Distribution network imbalance has various consequences such as increase in power losses, voltage drop,cost increase,etc.In th...
متن کاملEffective Scheduling Algorithm for Load balancing (SALB) using Ant Colony Optimization in Cloud Computing
In today’s environment, the day to day business operations of organizations heavily rely on the automated processes from enterprise IT infrastructures. The cloud computing is an internet based concept which are dynamically scalable in nature and provide the virtualized resources, which are provided as service over the internet. Load balancing is one of the main challenging issues in cloud compu...
متن کاملCloud Load Balancing Based on Ant Colony Optimization Algorithm
Cloud Computing is growing rapidly and clients are demanding more services with better results. Therefore, load balancing as well as task scheduling in the Cloud has become a very interesting and important research area. In this paper, we present proposed approach for improving parameters in ant colonies function. The suggested definition of a new computational paradigm, is called Ant Colony Op...
متن کاملLoad Balancing Algorithms in Cloud Computing: A Review
In the current scenario important focus is on the development load balancing algorithms for cloud computing. In this paper, different kinds of load balancing algorithms are analyzed for cloud computing, to make the network load equally divided in order to provide faster connectivity for all the devices that need the service. Among implemented load balancing algorithms, ant colony optimization a...
متن کاملEffective Load Balancing for Cloud Computing using Hybrid AB Algorithm
Problem Statement: Cloud Computing is the fast growing technology, which shares the resource to achieve consistency and economies of scale similar to a utility over a network. Resource sharing requires more optimized algorithm. Approach: In traditional many static algorithms are proposed, but all these algorithms do not produce optimal job scheduling and load balancing. In order to reduce the w...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2014