Abstract

With the increasing availability of high performance computing power, new possibilities with respect to simulation and analysis become available and feasible. One of such methodologies is data farming, where large amounts of data are generated through simulation of several configurations from large parameter space and then analyzed for patterns. Unfortunately, the availability of versatile data farming systems is very limited and none of existing solutions allows integration with novel Cloud solutions. In this paper, we present our system, which is a flexible solution for running very large Data Farming experiments on both intranet clusters as well as on remote computational resources, including public Clouds. Another important aspect of the presented system is the support of interactive Data Farming experiments with online analysis of partial experiment results and experiment extending capability. Sample application of our system is present on military mission planning support scenario.

Full Text
Paper version not known

Talk to us

Join us for a 30 min session where you can share your feedback and ask us any queries you have

Schedule a call

Disclaimer: All third-party content on this website/platform is and will remain the property of their respective owners and is provided on "as is" basis without any warranties, express or implied. Use of third-party content does not indicate any affiliation, sponsorship with or endorsement by them. Any references to third-party content is to identify the corresponding services and shall be considered fair use under The CopyrightLaw.