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 language | English |
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Title of host publication | 2021 International Symposium on Networks, Computers and Communications, ISNCC 2021 |
Publisher | IEEE - Institute of Electrical and Electronics Engineers Inc. |
ISBN (Electronic) | 9780738113166 |
DOIs | |
Publication status | Published - 2021 |
Event | 2021 International Symposium on Networks, Computers and Communications, ISNCC 2021 - Dubai, United Arab Emirates Duration: 2021 Oct 31 → 2021 Nov 2 |
Conference
Conference | 2021 International Symposium on Networks, Computers and Communications, ISNCC 2021 |
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Country/Territory | United Arab Emirates |
City | Dubai |
Period | 2021/10/31 → 2021/11/02 |
Subject classification (UKÄ)
- Computer Systems
Free keywords
- Cloud computing
- Cloud-induced Delays
- Micorservice
- Real-time cloud application