To unlock the true potential of the IoT, developers need enterprise-class MLOps and scalable CI/CD, along with access to a variety of implemented targets ideally in the cloud. During this session, we will outline how tinyML software developers can supercharge their development and deployment by using Arm Virtual Hardware (AVH); a powerful platform to run hundreds or even thousands of ML tests with every code check-in, all available in the cloud.

AVH provides completely functional, virtual, cloud-native representation of Arm Cortex-M CPUs, Arm Corstone reference subsystems, 3rd-party ecosystem boards, enabling developers to accelerate their MLOps and CI/CD testing, and deliver higher quality tinyML devices with faster time-to-market.

This talk will illustrate how the seamless integration of AVH into cloud infrastructure enables the Arm ecosystem to provide AVH as part of their services directly into developer workflows.