Mastering_DevOps_for_Embedded_Systems

© 2024 ArmChristopher Seidl5 June 2024Mastering DevOps/MLOpsfor Embedded Systemswith Arm Innovations2© 2024 ArmAgendaImproving development flows for Embedded and IoTDevOps with cloud-based Continuous Integration (CI)MLOpsdevelopment flow for implementing machine learning on edge devicesCI usage examplesCloud-native tools3© 2024 ArmTwo Decades of Microcontroller Innovation32-bit ComputeTrustZone SecurityHelium ML/DSP200420162020Birth of the Low Cost, Low Power 32-bit MicrocontrollerIntroducing TrustZone advanced security for Cortex-MDelivering Helium architecture technology for ML & DSP2023Today: Delivering high-efficiency ML & DSP2009Delivering DSP ExtensionsFocus on ultra- low cost / power / area2010Addressing higher performance ML & DSP applications20224© 2024 ArmImprove development workflows for embedded and IoTNew tools available to developersVersion ControlSoftware DevelopmentContinuous TestingSoftware DeploymentMachine Learning (ML)Software as a Service (SaaS)Cloud StorageVirtual