Networking & Cloud · Intermediate

Enhanced PSO for Multi-Objective Scientific Workflow Scheduling in Cloud Computing Using CloudSim

An enhanced PSO for multi-objective scientific workflow scheduling in cloud computing, evaluated with CloudSim.

CloudSimJavaPythonMatplotlib

An enhanced PSO for multi-objective scientific workflow scheduling in cloud computing, evaluated with CloudSim. It is offered as a reference project: a complete, worked example of how a system like this is designed, built and evaluated, so that a developer can study it, run it and learn from it.

It suits learners who want to understand networks and cloud systems: building or simulating the environment, measuring performance and comparing approaches.

The main parts are a simulated or deployed environment, the algorithm or mechanism being studied, performance measurement against baselines, and charts that compare the results. The reference build uses CloudSim, Java, Python, and Matplotlib, with a clear project structure, setup instructions and sample data so that it can be run and extended.