DocumentCode
244558
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
fYear
2014
fDate
21-25 July 2014
Firstpage
374
Lastpage
381
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;
fLanguage
English
Publisher
ieee
Conference_Titel
High Performance Computing & Simulation (HPCS), 2014 International Conference on
Conference_Location
Bologna
Print_ISBN
978-1-4799-5312-7
Type
conf
DOI
10.1109/HPCSim.2014.6903710
Filename
6903710
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