edgepõhised

edgepõhised refers to systems, applications, or processes that are deployed and executed at the "edge" of a network, rather than in a centralized data center or cloud. The edge is generally considered to be the physical location where data is generated or where users interact with services. This can include devices like smartphones, IoT sensors, industrial machinery, or local servers.

The primary motivations behind edgepõhised architectures are to reduce latency, conserve bandwidth, and enhance security. By processing data closer to its source, edge computing significantly reduces the time it takes for information to travel to and from a central server, which is crucial for real-time applications such as autonomous vehicles, augmented reality, and industrial automation.

Furthermore, processing data at the edge can alleviate the burden on network infrastructure by filtering, aggregating, or analyzing data locally before sending only essential information to the cloud. This is particularly beneficial in areas with limited or unreliable network connectivity. From a security perspective, keeping sensitive data at the edge can prevent it from being exposed during transit and allows for more localized control and management of data access.

Edgepõhised solutions can range from simple data filtering on a sensor to complex machine learning models running on local servers. The development of edgepõhised technologies is closely tied to the proliferation of IoT devices and the increasing demand for immediate data processing and responsiveness across various industries.