Edge computing use cases
IoT: sensor data processing in factories, retail stores, and cities. Autonomous driving: real-time decisions require ultra-low latency. Video analytics: process locally to avoid transmitting massive streams. Content delivery: caching and compute close to users.
Operational challenges at the edge
Distributed management: hundreds of edge sites are hard to manage centrally. Physical security: risks at remote locations. Operations cost: on-site trips are expensive. Visibility: a lack of hardware visibility at the edge. Key advantages: cloud-edge coordinated management, a unified monitoring view, remote hardware management, and automated operations.