ARM

Hardware Trends Shaping Modern Applications Hardware choices set the ceiling for what software can do. Today, modern apps rely on a mix of powerful CPUs, dedicated accelerators, and fast memory. Understanding these trends helps teams plan architecture, select platforms, and avoid bottlenecks. Edge AI and accelerators Edge devices now run sophisticated tasks close to users. AI accelerators, NPUs, and GPUs deliver fast inferences without sending data to the cloud. This reduces latency, saves bandwidth, and improves privacy. A smart camera can run person detection locally, while a wearable or sensor hub can tailor software based on on-device sensing. ...