GreenMesh System Architecture
A layered, holographic control fabric connecting users, orchestration, mesh networking, data, and compute into one intelligent system.
Data Flow Overview
Requests enter through the User Layer, are orchestrated by the AI plane, routed across the Mesh Network, enriched by Data Infrastructure, and executed on Compute nodes — with telemetry flowing back in real time.
User Layer
Developer SDKs, REST & gRPC APIs, web dashboards, and CLI tools provide unified access to the mesh. Role-based access control and SSO integrate with enterprise identity providers.
AI Orchestration Layer
The orchestration plane schedules inference jobs, routes models to optimal nodes, manages agent lifecycles, and coordinates multi-step AI workflows with fault tolerance.
Mesh Network Layer
Peer-to-peer discovery, gossip protocols, and intelligent routing form the backbone. Data streams flow through encrypted channels with adaptive path selection based on latency and load.
Data Infrastructure Layer
Streaming pipelines ingest telemetry, events, and vectors. Hot caches, object stores, and time-series databases feed real-time analytics and model training loops.
Compute Layer
Heterogeneous compute — GPU clusters, TPUs, edge devices — auto-scales based on demand. Workloads migrate seamlessly across regions with minimal cold-start penalty.