Pareto frontier for job execution and data transfer time in hybrid clouds
Particle Swarm Optimization to find the Pareto frontier of data-aware job scheduling. Pareto frontier of execution of jobs vs. transfer time of their required data-files. Analysis of the influence of Big-data and/or Private-data presence in hybrid clouds. Significant outperformance in comparison with current algorithms. Fast convergence speed; usually a few minutes for typical hybrid clouds.
pareto frontier particle swarm optimization big data private data cloud bursting