[PDF] Top 20 An Efficient load balancing using Genetic algorithm in Hierarchical structured distributed system

... an algorithm which utilizes GA for load balancing in HDCS is ...given. Genetic algorithms work with a population of the potential solutions of the candidate problem represented in the form of ... See full document

... a distributed system environment it is likely that some nodes are heavily loaded while others are lightly loaded or even ...fully distributed among all nodes so as to utilize the processing time and ... See full document

... simple load balancing algorithm can efficiently improve the performance of a distributed computing ...Dynamic load balancing algorithm takes the responsibility of ... See full document

... adaptive balancing method are to be adjusted the workload between the processors from local areas to global ...an algorithm named honeybee behaviour inspired load balancing ...well load ... See full document

... Load balancing is all time trending topic in a cloud ...improve system performance and to protect the system against failures, the workload must be distributed among one or more server ... See full document

... the system due to large number of resources used by user the previous load balancing algorithms failed to perform efficiently to provide greater performance with efficient work ...dynamic ... See full document

... AB algorithm is to develop new approach to combine two dynamic two dynamic algorithm is Ant and Bee colony algorithm cloud computing is a collection of parallel and distributed system ... See full document

... prevent load imbalance in homogenous shared-memory multiprocessor ...another load balancing technique which is based on graph ...integrated load distribution-load balancing ... See full document

... and efficient utilization of various available ...in distributed environment. Genetic Algorithms (GA) have been recognized to be an efficient heuristic for achieving high quality solutions for ... See full document

... accurate, efficient, stable, portable, and maintainable [11]. Efficient parallel algorithm must avoid communication overheads and load ...imbalance. Load imbalance of parallel ... See full document

... dynamic load balancing algorithm the following issues are considered [11,15]: Assignment which assigns the jobs to the processors according to the situation in a system; load ... See full document

... a genetic algorithm based approach for scheduling of task in distributed system considering dynamic load balancing is ...underlying distributed system has ... See full document

... This algorithm [9] works to distribute the load evenly across all the nodes in cloud ...a distributed algorithm by which the load can be distributed not only in a balanced manner ... See full document

... on load balancing of resources based on genetic ...the system and through genetic algorithm, this strategy computes ahead the influence it will have on the system after ... See full document

... Today is the era of smart computing. Everybody wants to use resources instantly. So researchers started to think about a technology, which can serve anywhere anytime. Cloud computing is the latest technology that ... See full document

... dynamic load balancing model, reference [1, 2] provides one or more directory nodes which are responsible for collecting the load information and generating the load transfer ...calculates ... See full document

... After the calculation of LBD and LBQ the traffic amount that is calculated from LBD is distributed among the servers. Each server will serve the requested traffic according to the number of jobs it can serve per ... See full document

... this algorithm the load balancer maintains an index table of virtual machines as well as their states (Available or ...the load balancer for allocation of the VM. The load balancer scans the ... See full document

... the hierarchical layer formation, election of candidate nodes, initial selection of cluster heads, calculating the percentage of cluster heads, scheduling at each cluster, finding cluster head for CH-to-CH data ... See full document

... storage system. Generally, sensors are storage system dependent, but in some cases, like for instance a sensor measuring the read/write performance by doing real file I/O, one sensor can fit to more than ... See full document