Punctual Cloud : Unbinding Real-time Applications from Cloud-induced Delays
(2021) 2021 International Symposium on Networks, Computers and Communications, ISNCC 2021- 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... (More)
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.
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- author
- Peng, Haorui LU ; Tarneberg, William LU ; Fitzgerald, Emma LU and Kihl, Maria LU
- organization
- publishing date
- 2021
- type
- Chapter in Book/Report/Conference proceeding
- publication status
- published
- subject
- keywords
- Cloud computing, Cloud-induced Delays, Micorservice, Real-time cloud application
- host publication
- 2021 International Symposium on Networks, Computers and Communications, ISNCC 2021
- publisher
- IEEE - Institute of Electrical and Electronics Engineers Inc.
- conference name
- 2021 International Symposium on Networks, Computers and Communications, ISNCC 2021
- conference location
- Dubai, United Arab Emirates
- conference dates
- 2021-10-31 - 2021-11-02
- external identifiers
-
- scopus:85123421092
- ISBN
- 9780738113166
- DOI
- 10.1109/ISNCC52172.2021.9615741
- language
- English
- LU publication?
- yes
- id
- 54027522-ab09-482b-93bb-b6693c6baf6d
- date added to LUP
- 2022-04-12 17:04:24
- date last changed
- 2022-05-23 11:25:53
@inproceedings{54027522-ab09-482b-93bb-b6693c6baf6d, abstract = {{<p>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.</p>}}, author = {{Peng, Haorui and Tarneberg, William and Fitzgerald, Emma and Kihl, Maria}}, booktitle = {{2021 International Symposium on Networks, Computers and Communications, ISNCC 2021}}, isbn = {{9780738113166}}, keywords = {{Cloud computing; Cloud-induced Delays; Micorservice; Real-time cloud application}}, language = {{eng}}, publisher = {{IEEE - Institute of Electrical and Electronics Engineers Inc.}}, title = {{Punctual Cloud : Unbinding Real-time Applications from Cloud-induced Delays}}, url = {{https://lup.lub.lu.se/search/files/118897271/ISNCC.pdf}}, doi = {{10.1109/ISNCC52172.2021.9615741}}, year = {{2021}}, }