Edge computing refers to the practice of processing data near the data source rather than relying on a centralized data-processing warehouse. This paradigm shift is critical in applications requiring real-time data processing and low latency. By bringing computation closer to the edge of the network, it reduces the amount of data sent to centralized or cloud-based locations, thus minimizing bandwidth usage and improving response times.