Machine learning and AI at the edge help in increasing the responsiveness, throughput of applications while improving security, decisions and actions.
A Universal Edge Appliance combines several technologies and skills – Hardware, Embedded Software, Application Software, Database, AI & ML, Image Processing, Communication, Protocol Adapters, Data Streaming, Data Quality, Policy Engine, Data Security , Dockerization and more . It also combines Remote Device Security, Monitoring and Control, Upgrades .