Framework and architecture to assess viability of rain cloud platform cooling

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Data center cooling constitutes a significant overhead in existing terrestrial cloud data centres and platforms. This paper addresses the challenges arising from the necessity of cooling data centres by leveraging on environment friendly free-cooling. It proposes the post-hydrometeor cooling effect for temperature reduction in data centres. The post-hydrometeor cooling effect considers the effect of long duration hydrometeor showers on data center cooling. In leveraging the post-hydrometeor cooling effect, the paper proposes a novel weather station diversity architecture and data analytic framework The weather station diversity architecture enables the acquisition of climate data. This enables the suitability of a given geographical region for hosting data centres that leverage on the post - hydrometeor cooling effect to be investigated. In addition, a data analytic framework is proposed. The data analytic framework presents algorithms that enable the decision making process as regards determining the suitability of a given location. In addition, performance evaluation shows that the cooling cost is reduced by up to 25% and by a minimum of 8.35% on average when the proposed hydrometeor cooling effect is incorporated in data center cooling.

Original languageEnglish
Title of host publicationProceedings of the 2020 International Conference on Intelligent and Innovative Computing Applications, ICONIC 2020
EditorsSameerchand Pudaruth, Anand Nayyar
PublisherAssociation for Computing Machinery
ISBN (Electronic)9781450375580
DOIs
Publication statusPublished - 24 Sept 2020
Event2nd International Conference on Intelligent and Innovative Computing Applications, ICONIC 2020 - Plaine Magnien, Mauritius
Duration: 24 Sept 202025 Sept 2020

Publication series

NameACM International Conference Proceeding Series

Conference

Conference2nd International Conference on Intelligent and Innovative Computing Applications, ICONIC 2020
Country/TerritoryMauritius
CityPlaine Magnien
Period24/09/2025/09/20

Keywords

  • cloud cooling
  • data analytic model
  • free cooling

ASJC Scopus subject areas

  • Software
  • Human-Computer Interaction
  • Computer Vision and Pattern Recognition
  • Computer Networks and Communications

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