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

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.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-10-24
DOI
https://doi.org/10.5281/zenodo.17435199
Primary Topic
Qualitative Comparative Analysis Research
Type
article
Field-Weighted Citation Impact
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article

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

Zenodo (CERN European Organization for Nuclear Research)
Qualitative Comparative Analysis Research
article

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

article en

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.

Zenodo (CERN European Organization for Nuclear Research)
Johns Hopkins University Applied Physics Laboratory (US), National Aeronautics and Space Administration (US)
Industry, innovation and infrastructure
Openalex Percentile: Top 35%
Qualitative Comparative Analysis Research
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