Why does this matter operationally?

Scalability

The ability of a connectivity architecture to accommodate growth in users, devices, data volume, or geographic coverage without requiring fundamental redesign. Scalable systems expand incrementally and maintain performance characteristics as load increases.

269 terms

Mobile Backhaul The transport network segment connecting a cellular base station to the core network, carrying aggregated subscriber traffic between the radio access point and the rest of the mobile network, implemented… Concept/Framework Mobile Edge Computing The original name for the architectural concept of hosting application compute close to the radio access network, later renamed to Multi-Access Edge Computing to correct the original name's implication of… Concept/Framework Mobility Mobility is the capability for a connection, service, or device to remain usable as the endpoint changes location. Concept/Framework Model Quantization Model Quantization is the reduction of the numeric precision used to represent model weights, activations, or both, in order to improve inference efficiency, reduce memory footprint, and lower hardware requirements. Concept/Framework Model Serving Model Serving is the practice of deploying a trained machine learning or AI model within a hosting infrastructure — typically cloud-based — and exposing it through a network-accessible interface, such… Software Modulation Modulation is the method of varying a carrier’s amplitude, frequency, phase, or related properties to represent information for transmission. It is the bridge between digital or analog information and physical… Concept/Framework Monolithic Architecture Monolithic Architecture is a software design in which an application is built and deployed as a single integrated codebase or unit. Its components are tightly coupled for deployment. Software MQTT A lightweight, broker-mediated publish-subscribe messaging protocol running over TCP/IP, designed to minimize message overhead and support constrained devices and unreliable or low-bandwidth network conditions, commonly used for IoT telemetry and… Protocol Multi-Access Edge Computing The general architectural concept of hosting application compute close to the radio access network across any access technology, reducing latency and backhaul traffic for applications served near the network edge… Concept/Framework Multi-Orbit Connectivity A satellite service model in which a user terminal or network connects through more than one orbital class — LEO, MEO, or GEO — either simultaneously or by switching between… Concept/Framework