Towards Secure Management of Edge-Cloud IoT Microservices Using Policy as Code


연구 분야: Software Development



학회: European Conference on Software Architecture


초록

IoT application providers increasingly use MicroService Architecture (MSA) to develop applications that convert IoT data into valuable information. The independently deployable and scalable nature of microservices enables dynamic utilization of edge and cloud resources provided by various service providers, thus improving performance. However, IoT data security should be ensured during multi-domain data processing and transmission among distributed and dynamically composed microservices. The ability to implement granular security controls at the microservices level has the potential to solve this. To this end, edge-cloud environments require intricate and scalable security frameworks that operate across multi-domain environments to enforce various security policies during the management of microservices (i.e., initial placement, scaling, migration, and dynamic composition), considering the sensitivity of the IoT data. To address the lack of such a framework, we propose an architectural framework that uses Policy-as-Code to ensure secure microservice management within multi-domain edge-cloud environments. The proposed framework contains a “control plane” to intelligently and dynamically utilise and configure cloud-native (i.e., container orchestrators and service mesh) technologies to enforce security policies. We implement a prototype of the proposed framework using open-source cloud-native technologies such as Docker, Kubernetes, Istio, and Open Policy Agent to validate the framework. Evaluations verify our proposed framework’s ability to enforce security policies for distributed microservices management, thus harvesting the MSA characteristics to ensure IoT application security needs.


Author Profile
Samodha Pallewatta

CREST - The Centre for Research on Engineering Software Technologies Adelaide Australia

Australia
Author Profile
Muhammad Ali Babar

The University of Adelaide Adelaide Australia

Australia

📄 논문 정보

발행 연도 2024년
인용수 0
출판 국가 Australia
사이트 Springer
좋아요 수 0

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