Punctual Cloud: Unbinding Real-time Applications from Cloud-induced Delays

Haorui Peng, William Tarneberg, Emma Fitzgerald, Maria Kihl

Research output: Chapter in Book/Report/Conference proceedingPaper in conference proceedingpeer-review

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Abstract

Cloud computing has become a prominent technology for the computing paradigm in various industrial sectors nowadays. For most industrial applications to perform in real-time, the support of periodic computing is required. However, it remains a challenge when the computing is executed in a cloud, since both the network connection and the cloud environment are uncertain. In this paper, we propose a new architecture to deploy real-time applications in the cloud. We call it punctual cloud. We detail the implementation and demonstrate how punctual cloud is deployed in a cloud-native manner on Kubernetes. We evaluate the system's performance with a real-time resource allocation problem and show that, compared to a system without punctual cloud, which has maximum 40% punctual deliveries, our proposed architecture can attain over 90% responses to be delivered punctually for the application, while also being capable of remedying the performance degradation caused by long and uncertain response delays in the system.

Original languageEnglish
Title of host publication2021 International Symposium on Networks, Computers and Communications, ISNCC 2021
PublisherIEEE - Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9780738113166
DOIs
Publication statusPublished - 2021
Event2021 International Symposium on Networks, Computers and Communications, ISNCC 2021 - Dubai, United Arab Emirates
Duration: 2021 Oct 312021 Nov 2

Conference

Conference2021 International Symposium on Networks, Computers and Communications, ISNCC 2021
Country/TerritoryUnited Arab Emirates
CityDubai
Period2021/10/312021/11/02

Subject classification (UKÄ)

  • Computer Systems

Free keywords

  • Cloud computing
  • Cloud-induced Delays
  • Micorservice
  • Real-time cloud application

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