Synergizing Kubernetes and Edge Al with Advanced Security Protocols in Next Generation Cloud Architectures

The trajectory of the modern Information Technology (IT) ecosystem is defined by a rapid convergence of disparate computational paradigms. This review synthesizes the evolutionary arc of cloud computing, moving from monolithic data centers to distributed Multi-Cloud and Hybrid architectures as a necessary response to vendor lock-in and operational flexibility. Simultaneously, the underlying infrastructure has adopted Cloud-Native technologies, with Kubernetes emerging as the orchestration standard for microservices, offering superior resilience compared to legacy virtualization. This evolution supports the integration of AI and Machine Learning to optimize performance. However, the rise of Generative AI (GenAI) and Large Language Models (LLMs) has introduced unprecedented demands, necessitating a shift towards Edge-Cloud computing and redefining relationships between hyperscalers and AI firms. Finally, this review addresses critical security vulnerabilities, detailing the Advanced Security Protocol (ASP) and the Advanced Key Update (AKU) scheme for anonymous authentication. This synthesis demonstrates that the future of IT is a symbiotic integration of hybrid architectures, intelligent orchestration, and advanced cryptographic security.

کلیدواژه ها:

Multi-Cloud Architecture ، Cloud-Native Infrastructure ، Kubernetes Orchestration ، Generative AI ، Edge-Cloud Computing ، Advanced Security Protocol (ASP)