👉 Envelope computing is an innovative approach to data processing that integrates computation directly into the physical boundaries of devices, such as sensors, displays, or wearables, rather than relying solely on centralized cloud servers. This paradigm leverages the inherent capabilities of edge devices to perform real-time data analysis, decision-making, and processing locally, reducing latency and bandwidth usage while enhancing privacy and security. By embedding computational resources within the device itself, envelope computing enables more efficient, responsive, and context-aware applications, particularly in scenarios requiring immediate action or where data transmission to the cloud is impractical or undesirable. This approach is pivotal in advancing smart environments, IoT ecosystems, and personalized user experiences.
