AECS Framework TO Address THE Scalability OF Opc Ua- Based Solutions IN Edge Environments
Abstract
This paper addresses the critical gap and challenges associated with scalability in edge computing environments. Recognizing the limitations in adapting to varying device densities and dynamic lifecycles, the study introduces the Adaptive Edge Communication and Scalability (AECS) framework. AECS offers dynamic load balancing, edge gateway orchestration, and autonomous device discovery to optimize communication pathways, providing a scalable solution. Furthermore, the paper proposes the integration of AECS with the Open Platform Communications Unified Architecture (OPC UA) standard. This integration leverages OPC UA's standardized communication platform to enhance scalability, ensuring interoperability and streamlined communication in industrial edge environments. The proposed framework and its integration with OPC UA contribute to addressing the scalability challenges in edge computing, offering a holistic solution to enable efficient and adaptable communication in complex industrial settings.