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

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Sammanfattning

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.

Originalspråkengelska
Titel på värdpublikation2021 International Symposium on Networks, Computers and Communications, ISNCC 2021
FörlagIEEE - Institute of Electrical and Electronics Engineers Inc.
ISBN (elektroniskt)9780738113166
DOI
StatusPublished - 2021
Evenemang2021 International Symposium on Networks, Computers and Communications, ISNCC 2021 - Dubai, Förenade Arabemiraten
Varaktighet: 2021 okt. 312021 nov. 2

Konferens

Konferens2021 International Symposium on Networks, Computers and Communications, ISNCC 2021
Land/TerritoriumFörenade Arabemiraten
OrtDubai
Period2021/10/312021/11/02

Ämnesklassifikation (UKÄ)

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