[PDF] Top 20 Job Scheduling in Grid Computing with Fast Artificial Fish Swarm Algorithm

... for job scheduling in gird ...levy algorithm to adaptive random ...scale job scheduling problem involving 2 resources and 10 jobs represented as (2, ...the job length of 10 jobs ... See full document

... Genetic algorithm based scheduler for grid ...each job, taking into account arbitrary precedence constraints and arbitrary processing ...(GSA) algorithm which combines genetic algorithm ... See full document

... Abstract— Grid is a parallel and distributed system, shares the resources among multiple administrative ...domains. Job scheduling is one of the major issues in the grid ...Effective ... See full document

... resource scheduling in computational grids has an important role in improving the ...The grid environment is very dynamic, with the number of resources, their availability, CPU loads, and the amount of ... See full document

... of grid computing and the scheduling ...between grid and various other computing ...particle swarm optimization that suggests Meta heuristic ...suffrage algorithm within ... See full document

... demand-based grid computing system that allows end users to transparently access and use globally distributed hardware and software ...more scheduling processes associated with ... See full document

... Grid computing can be solve complex tasks in less time and utilizes the hardware ...best job scheduling strategies have to be employed to make the grid work ...efficiently. Job ... See full document

... technology, grid computing have increasingly becomes an attractive computing platform for a variety of ...for job scheduling based on genetic algorithm to schedule the sequential ... See full document

... various Job Scheduling algorithms like Efficient Utilization of Computing Resources Using Highest Response Next Scheduling in Grid, Node Allocation in Grid Computing Using ... See full document

... In grid computing, there are some works on grouping based job scheduling as discussed ...while scheduling large number of fine-grained jobs onto remote resources for analyzing massive ... See full document

... a grid computing based algorithm. In the grid computing environment, the primart parts are computing grid as well as data ...a grid is quite difficult. In order to ... See full document

... Particle Swarm Optimization (PSO) is a swarm-based intelligence algorithm [6] influenced by the social behaviour of animals such as a flock of birds, finding a food source or a school of fish ... See full document

... [5]. Artificial intelligence algorithm is mainly used to simulate the behavior of biological groups in ...parallelism, fast search speed, ...genetic algorithm, simulated annealing, particle ... See full document

... The algorithm establishes artificial fish model according to the biological instinct of the fish, that is, foraging, clustering and rear end ...the fish, it starts from the bottom ... See full document

... Services. The Infrastructure as a Service (IaaS) model lets the client to dynamically scale up or scale down the resources like processing power, storage capacity, network bandwidth etc. Example: Amazon EC2, Eucalyptus, ... See full document

... (SJF) algorithm is a special case of general priority scheduling ...SJF algorithm is simply a priority algorithm where the priority is the inverse of the (predicted) next CPU ... See full document

... In AFSA, the food consistence in water is defined as the objective function, and the state of an AF is the variable to be optimized. Preying behavior is that AF moves randomly according to its fitness value, thus it is ... See full document

... involves scheduling of tasks using the various algorithmic techniques ...While scheduling tasks, the algorithms pursue a similar vitality in every circumstance once in a while prompting increment in ... See full document

... PSO is combined with Genetic Algorithm (GA) in Hybrid GAPSO algorithm. [10,11] To get a better result, this proposed methodology introduced the enhancement, selection, crossover, and mutation operators. GA ... See full document

... task scheduling and execution, the dependence tasks possibly become the current “independence mandate”, which are scheduled until all tasks are ...of scheduling at any time or has been or is being ... See full document