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HelioCloud as a Knowledge base for understanding the advantages and complexity of cloud computing platforms

Authors: Rourke, Sarah; Shalaby, Omar; Thomas, Brian; Bradford, Jeffery; Antunes, Alex; Vandegriff, Jon; Shumate, Peter; +1 Authors

HelioCloud as a Knowledge base for understanding the advantages and complexity of cloud computing platforms

Abstract

HelioCloud is a computing platform hosted in the AWS cloud that enables scientists to access and process heliophysics datasets using the familiar interface of Jupyter notebooks with the power of Dask clusters in an efficient and cost effective manner. With the intention of exposing the possibilities of high powered computing in the cloud to the Heliophysics community, HelioCloud is a perfect case study for reviewing the advantages and complexities of cloud computing platforms. Much like HelioCloud’s intention for the Heliophysics community, we will explore the matrix of configurations that are necessary for deploying, maintaining, and monitoring a cloud computing platform using visuals and language appropriate for all audiences. Further, after establishing this foundation of knowledge, we describe the advantages that define reason for virtually hosted platforms in sciences today.

Keywords

HelioCloud, Heliophysics

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    influence
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green