@inproceedings{c663cca70b21438c84ff82f3ca584d15,
title = "Automating deployment of customized scientific data analytic environments on clouds",
abstract = "Cloud computing has become a widely used solution for efficiently provisioning computational and storage resources. Meanwhile, it is essential to provide customizable scientific data analytic platforms for researchers to conduct their personalized data intensive analysis. The integration of scientific data analytics and Cloud computing has the potential to improve resource utilization and facilitate the development of scientific researches. This paper proposes an automatic deployment framework for deploying computing environments on Clouds for every customized scientific data analytics. To achieve customization and deployment functionalities, this framework has two major components: customization service and workspace deployment service. Users are allowed to customize their personalized scientific data analytics and required Cloud resources under the customization service. A workspace language is defined in the workspace deployment service to describe the requirements of computing resources and software tools of a scientific data analytics. Workspace deployment service then adopts Chef to deploy corresponding computing environments on Clouds based on the workspace descriptions. We also implement a system based on this automatic deployment framework and present a RNA-seq analysis use case to demonstrate how this framework and its system can be used in practice.",
keywords = "Automatic deployment, Cloud computing, Customization, Scientific data analytics",
author = "Chao Jin and Wenjun Wu and Hui Zhang",
note = "Publisher Copyright: {\textcopyright} 2014 IEEE.; 4th IEEE International Conference on Big Data and Cloud Computing, BDCloud 2014 ; Conference date: 03-12-2014 Through 05-12-2014",
year = "2014",
doi = "10.1109/BDCloud.2014.22",
language = "英语",
series = "Proceedings - 4th IEEE International Conference on Big Data and Cloud Computing, BDCloud 2014 with the 7th IEEE International Conference on Social Computing and Networking, SocialCom 2014 and the 4th International Conference on Sustainable Computing and Communications, SustainCom 2014",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "41--48",
editor = "Jinjun Chen and Yang, \{Laurence T.\}",
booktitle = "Proceedings - 4th IEEE International Conference on Big Data and Cloud Computing, BDCloud 2014 with the 7th IEEE International Conference on Social Computing and Networking, SocialCom 2014 and the 4th International Conference on Sustainable Computing and Communications, SustainCom 2014",
address = "美国",
}