Cloud Application Development and Computing Environment

Performance Prediction

To provide consistent high performance the Askalon project includes a perfomance prediction service. The main tasks of this prediction service are:

The prediction service will be used by the Askalon (meta-) scheduler to derive intelligent scheduling decisions.

The main research topics within the scope of performance prediction are application and workflow level predictions. System level predictions are based on data provided by systems that are already used in the GRID community (e.g. Network Weather Service). In case of application level predictions we want to investigate statistical approaches that are based on historical data (measurements).


Related projects


Overview Cloud Computing People Publications Posters


AGWL Workflow Composition GroudSim

Workflow Execution (Meta) Scheduling Service Enabling Performance Prediction Performance Analysis

Resource Broker Resource Monitoring Askalon Visualization Diagrams