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The Cost of Doing Science on the Cloud: The Montage Example

Deelman, Ewa and Singh, Gurmeet and Livny, Miron and Berriman, Bruce and Good, John (2008) The Cost of Doing Science on the Cloud: The Montage Example. In: International Conference for High Performance Computing, Networking, Storage and Analysis, 2008. SC 2008. IEEE , Piscataway, NJ. ISBN 978-1-4244-2834-2. https://resolver.caltech.edu/CaltechAUTHORS:20161005-173223566

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Abstract

Utility grids such as the Amazon EC2 cloud and Amazon S3 offer computational and storage resources that can be used on-demand for a fee by compute and data-intensive applications. The cost of running an application on such a cloud depends on the compute, storage and communication resources it will provision and consume. Different execution plans of the same application may result in significantly different costs. Using the Amazon cloud fee structure and a real-life astronomy application, we study via simulation the cost performance tradeoffs of different execution and resource provisioning plans. We also study these trade-offs in the context of the storage and communication fees of Amazon S3 when used for long-term application data archival. Our results show that by provisioning the right amount of storage and compute resources, cost can be significantly reduced with no significant impact on application performance.


Item Type:Book Section
Related URLs:
URLURL TypeDescription
nhttp://dx.doi.org/10.1109/SC.2008.5217932DOIArticle
ORCID:
AuthorORCID
Berriman, Bruce0000-0001-8388-534X
Additional Information:© 2008 IEEE. This work was funded by the National Science Foundation under Cooperative Agreement OCI-0438712 and grant # CCF-0725332. This research made use of Montage, funded by NASA's Earth Science Technology Office, Computation Technologies Project, under Cooperative Agreement Number NCC5-626 between NASA and the California Institute of Technology. Montage is maintained by the NASA/IPAC Infrared Science Archive.
Group:Infrared Processing and Analysis Center (IPAC), Infrared Processing and Analysis Center (IPAC)
Funders:
Funding AgencyGrant Number
NSFOCI-0438712
NSFCCF-0725332
NASANCC5-626
DOI:10.1109/SC.2008.5217932
Record Number:CaltechAUTHORS:20161005-173223566
Persistent URL:https://resolver.caltech.edu/CaltechAUTHORS:20161005-173223566
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:70910
Collection:CaltechAUTHORS
Deposited By: Kristin Buxton
Deposited On:06 Oct 2016 03:55
Last Modified:11 Nov 2021 04:37

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