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Actor-Oriented Scalable Domain-Specific Cluster Architecture for Cloud-Applications

  • Nowadays, applications in the cloud are based on a microservice architecture. Depending on the problem to be solved, they tend to grow complex, and the maintenance is more complicated. For this, a scalable domain-specific (application-related) cluster architecture is conceptualized, which should fulfill the requirements of flexibility, scalability and elasticity, cost-effectiveness, and reliability. Each instance within the cluster covers an application domain. It is possible to upload service subdomains dynamically to an application domain at runtime. A subdomain consists of a group of actors (also called a pod). The development of a subdomain can be assigned to a team. A service subdomain can be scaled individually through replication or sharding (within the instance or the cluster). The proposed solution is expected to achieve a better result than a microservice or FaaS architecture. A single instance prototype was already developed, and a demo application was created.

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Metadaten
Author:David Alessandro BauerORCiD, Juho MäkiöORCiD
DOI:https://doi.org/10.1109/IECON49645.2022.9968983
ISSN:2577-1647
Parent Title (English):48th Annual Conference of the IEEE Industrial Electronics Society (IECON 2022), 17.10.-22.10.2022, Brussels (Belgium)
Document Type:Conference Proceeding
Language:English
Year of Completion:2022
Release Date:2025/02/18
Tag:Cloud computing; Decision support systems; Prototypes; Scalability; Sharding
First Page:1
Last Page:6
Institute:Fachbereich Technik
Research Focus Area:Industrielle Informatik