Corpus ID: 21983520

Study on Load Balancing Techniques in Ant colony Optimization for Cloud Computing

  title={Study on Load Balancing Techniques in Ant colony Optimization for Cloud Computing},
  author={Ayush Sharma and Umang Singh},
Cloud Computing has become interesting area among the IT industries. It is a collection of interconnected virtual machines as to serve pay per use model as per the demand and requirements of the users. The main aim of cloud computing is to provide efficient resources to each cloud user who are participating in the network. Cloud computing have various challenges like data sharing, load balancing, information retrieval, security etc. This attempt focuses on load balancing factor for cloud… Expand
A study on various optimization algorithms for task scheduling in cloud computing
The prompt development of storage technologies, processing and the internet’s success has made the computing resources more available, more influential and cheaper than before. This drift in theExpand
Load Balancing on the Data Center Broker Based on Game Theory and Metaheuristic Algorithms
This paper proposes two solutions based on game theory and metaheuristic algorithms: particle swarm optimization and artificial bee colony optimization to approximate the optimal or near-optimal solution for load balancing in the data center broker, based on the expected response time of users. Expand
A Comparative Study of Load Balancing Techniques in Distributed Systems
Need of high speed processing has brought us into an era where we cannot fulfil our processing demands with just a single computation unit. Therefore, we moved towards distributed systems, where weExpand
Cloud Computing: A Case Study of Software Implementation as a Service for Sudanese Health Organizations
The achieved result of this program is that it facilitates the process of saving and retrieving patients’ history from every hospital which leads to early detection and treatment of diseases before being serious, by this the authors reduce mortality due to error diagnosis. Expand


A Survey on Load Balancing in Cloud Computing
  • Ashish Mishra, Saurabh Sharma, Divya Tiwari
  • Computer Science
  • 2014
Various load balancing schemes in different cloud computing environment basis on requirements specified in Service Level Agreement (SLA) process and Load balancers are used for assigning load to various virtual machines in such a way that none of the nodes gets loaded heavily or lightly. Expand
The objective of this paper is to identify qualitative components for simulation in cloud environment and then based on these components, execution analysis of load balancing algorithms are presented and a review of a few load balancing algorithm or technique in cloud computing. Expand
Effective Scheduling Algorithm for Load balancing (SALB) using Ant Colony Optimization in Cloud Computing
The objective is to study existing ACO's and to develop an effective load balancing algorithm using ant colony optimization, and implement SALB algorithm. Expand
Cloud Task Scheduling for Load Balancing based on Intelligent Strategy
A cloud task scheduling policy based on ant colony optimization algorithm for load balancing compared with different scheduling algorithms has been proposed and experimental results showed that, the proposed algorithm outperformed scheduling algorithms that are based on the basic ACO or Modified Ant Colony Optimization (MACO). Expand
Cloud Task Scheduling Based on Load Balancing Ant Colony Optimization
A cloud task scheduling policy based on Load Balancing Ant Colony Optimization (LBACO) algorithm is proposed to balance the entire system load while trying to minimizing the make span of a given tasks set. Expand
Load Balancing of Nodes in Cloud Using Ant Colony Optimization
An algorithm for load distribution of workloads among nodes of a cloud by the use of Ant Colony Optimization (ACO), which has an edge over the original approach in which each ant build their own individual result set and it is later on built into a complete solution. Expand
A Survey on Load Balancing Techniques Using ACO Algorithm
Cloud computing is a new generation solution for storage and computation, which provide the efficient data transfer, scientific calculations and end user services. For providing the efficientExpand
A Survey On Load Balancing In Cloud Computing
This paper is discussing Load Balancing approach, which is the process of distributing load over the different nodes which provides good resource utilization when nodes are overloaded with job. Expand
A load balancing mechanism based on ant colony and complex network theory in open cloud computing federation
  • Zehua Zhang, Xuejie Zhang
  • Computer Science
  • 2010 The 2nd International Conference on Industrial Mechatronics and Automation
  • 2010
A load balancing mechanism based on ant colony and complex network theory in open cloud computing federation is proposed in this paper, it improves many aspects of the related Ant Colony algorithms which proposed to realize load balancing in distributed system. Expand
Optimization Task Scheduling Algorithm in Cloud Computing to Minimize Cost – ACO
One of the fundamental issues in this environment is related to task scheduling. A good task scheduler should adapt its scheduling strategy to the changing environment and the types of tasks. ItExpand