25 technologies enabled by the Cloud Continuum Cloud AI and Automation • Cloud SaaS/Software as a service (i.e. Salesforce Sales Cloud, Workday) • Deep Learning • Cloud IaaS/Infrastructure as a service (i.e. Amazon Web Services EC2, Azure IaaS) • Physical Robots • Cloud PaaS/Platform as a service (Amazon Web Services Elastic Beanstalk, Force. • Vision Systems com, Heroku) • Natural Language Systems • Hybrid Cloud (mixed computing, storage, and services environment made up of • Tiny ML on-premises infrastructure, private cloud services, and a public cloud, i.e. Microsoft • Federated Learning • Azure Arc, Amazon Web Services Outpost) • RPA (Robotic Process Automation) • Serverless Computing (i.e. Amazon Web Services Lambda, Microsoft Azure Functions) Internet of Things • Cloud Native Applications – custom (runs in cloud end-to-end, i.e. written, tested, • Internet of Things (IOT) and deployed in the cloud, using technologies and services that are cloud-based • Edge/Fog Computing and not just rehosted) • Containers (i.e. Running on Docker, Microsoft containers) Security • Microservice Architectures (arranges an application as a collection of loosely • Cyber Threat Intelligence (CTI)/Active Defense: Systems that anticipate, detect, coupled services) analyze and respond to external threats such as malware, hacks, sovereign threats, etc. • Multi-cloud (use of multiple cloud computing and storage services in a single • Endpoint Detection and Response: Systems that monitor endpoints to detect heterogeneous architecture) threats to network and devices Real-time Data Capture and Analysis • SIEM (Security Information and Event Management): Capabilities that allow for • Data Lakes (data repository) 昀椀rms to collect logs from throughout the network, normalize that data, and analyze • Streaming/real-time data it for security events • Big data analytics • Trust-based Architectures: Architectures that allow for privacy-protecting ML models such as federated ML, tiny ML, secure multi-party computation, differential privacy, encrypted computation and others to happen at the edge Ever–ready for every opportunity 41