EFFICIENT MANAGEMENT OF BIG DATA IN SMART MANUFACTURING THROUGH MULTI-TENANT CLOUD SYSTEMS
The article explores the use of multitenant architecture in cloud information systems for intelligent continuous production. It examines the role of multitenancy in ensuring efficient management of large data volumes and optimizing computational resources. The advantages of implementing multitenant architecture for simultaneously serving multiple clients while ensuring data isolation and stable system performance are highlighted. A detailed system architecture is proposed, utilizing application containerization through Docker and orchestration with Kubernetes. The process of integration with cloud platforms is described, and the stages of system implementation and testing are thoroughly analyzed. The test results confirm the reliability, scalability, and ability of the system to operate efficiently in high-load environments typical of intelligent production processes. Keywords: architecture, continuous manufacturing, multitenancy, cloud systems, data isolation, resource allocation, scaling.
Authors
- Nataliіa Serdіuk
- Maksym Volgust
Publication Details
- Journal
- Problems of Modeling and Design Automatization
- Published
- 2025-01-01
- DOI
- https://doi.org/10.31474/2074-7888-2025-1-21-39-44
- Primary Topic
- Digital Transformation in Industry
- Type
- article
- Field-Weighted Citation Impact
- 0.00