Title :
Automatic and portable cloud deployment for scientific simulations
Author :
Horuk, Christopher B. ; Douglas, Geoffrey ; Gupta, Arpan ; Krintz, Chandra ; Bales, Ben ; Bellesia, Giovanni ; Drawert, Brian ; Wolski, Richard ; Petzold, Linda ; Hellander, Andreas
Author_Institution :
Dept. of Comput. Sci., Univ. of California, Santa Barbara, Santa Barbara, CA, USA
Abstract :
In this paper, we present CLOUDRUNNER, a framework that extracts arbitrary programs from a source code repository (e.g. GitHub), wraps them in a web service and tasking system, and deploys them over disparate cloud infrastructures and local clusters, automating their portability. In particular, CLOUDRUNNER automatically creates and configures virtual machines so that they can execute the applications, provides a web UI with which users parameterize their applications, deploys instances of the program as background tasks, and collects the results for easy access via a browser. CLOUDRUNNER is an ideal framework for deploying scientific simulation applications portably and as such, we use it to implement StochSS - Stochastic Simulation as-a-service (now available at http://www.stochss.org). We use StochSS to evaluate CLOUDRUNNER overheads and find that they are small, consistent, and amortized for even short running applications.
Keywords :
Web services; cloud computing; digital simulation; parallel processing; user interfaces; virtual machines; CLOUDRUNNER framework; StochSS; Web UI; Web service; cloud deployment; cloud infrastructures; cloud portability; local cloud clusters; scientific simulations; source code repository; stochastic simulation as-a-service; user interface; virtual machines; Cloud computing; Computational modeling; Databases; Engines; Servers; Virtual machining; Cloud Computing; Simulation Deployment;
Conference_Titel :
High Performance Computing & Simulation (HPCS), 2014 International Conference on
Conference_Location :
Bologna
Print_ISBN :
978-1-4799-5312-7
DOI :
10.1109/HPCSim.2014.6903710