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Edge Artificial Intelligence
book

Edge Artificial Intelligence

by Preeti Agarwal, Anchit Bijalwan
December 2025
Intermediate to advanced
656 pages
16h 47m
English
Wiley-Scrivener
Content preview from Edge Artificial Intelligence

7Convergence of K8s and Istio Deployment on Mission-Critical Environments

Arunkumar Arulappan1*, Vetrivel S.B.1, Shanmuga Priyan T.1, Gina Rose G.2 and Murugan Krishnamoorthy3

1School of Computer Science Engineering and Information Systems, VIT University, Vellore, India

2PreludeSys India Pvt Ltd, Chennai, India

3School of Computer Science and Engineering, VIT University, Vellore, India

Abstract

In modern defense operations, the growing reliance on advanced technologies requires agile and secure software development processes. Traditional methods, like the waterfall model fall short leading to prolonged cycles and increased security risks in mission-critical environments. This paper introduces the Hybrid Infrastructure Convergence of Kubernetes and Istio (HYINKUBIS) architecture to address these challenges by enhancing performance, scalability, and security. The proposed HYINKUBIS architecture integrates Kubernetes for container orchestration, Istio for service mesh management, and 5G/6G technologies for highspeed, low-latency communication, achieving a reduction in system latency and an improvement in data throughput. This hybrid architecture combines RealTime Operating Systems (RTOS) for managing critical tasks with Kubernetes and Istio for non-critical tasks, ensuring optimal functionality in both connected and disconnected environments. The system shows an increase in uptime and a boost in scalability. Key metrics, such as Service Interface Data Cohesion (SIDC), Service ...

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Publisher Resources

ISBN: 9781394355006