System Architecture

Swarm’s system architecture is a modular, multi-layered design built to ensure scalability, efficiency, and security. At the forefront is the User Interface Layer, which provides intuitive access through web consoles, APIs, and CLI tools, simplifying resource management and deployment for developers and enterprises. The Service Layer delivers core functionalities such as AI services, storage, and networking, optimized for AI/ML workloads and enterprise applications. Behind the scenes, the Orchestration Layer leverages technologies like the Ray Framework, Kubernetes, and service mesh to manage resource allocation and enable seamless, distributed operations. The foundation of the platform is the Infrastructure Layer, which uses a decentralized compute grid, storage network, and network mesh to provide robust and reliable performance. Security is a key focus, with the Security Layer offering advanced features like confidential computing, encryption, and access controls to safeguard data and ensure compliance. Complementing this is the Monitoring Layer, which delivers real-time analytics, performance dashboards, and alerting systems to maintain reliability and operational efficiency. Together, these layers create a cohesive and powerful cloud platform capable of supporting advanced AI, edge computing, and privacy-focused applications