Description: On-device refers to processing that occurs directly on the hardware rather than in the cloud. This approach allows data to be processed locally, reducing latency and improving efficiency in applications that require quick and precise responses. In the context of real-time systems, on-device processing is crucial, as these systems are designed to meet strict deadlines and ensure tasks are completed within a specified time. This is especially relevant in environments where immediacy is essential, such as in industrial automation, robotics, and traffic control systems. Additionally, on-device processing allows for greater privacy and data security, as sensitive information does not need to be sent to external servers for analysis. In summary, on-device processing is a fundamental feature that enables various applications to operate efficiently and effectively, ensuring optimal performance in critical scenarios.