INNOVATION ON EVERY FRONT

AWS DeepComposer uses AI to compose music. AI AWS DeepComposer The new service gives developers a creative way to get started and become familiar with capabilities. Transcribe Medical is a machine AI Amazon Transcribe Medical learning service that makes it easy to quickly create accurate transcriptions from medical consultations between patients and physician dictated notes, practitioner/patient consultations, and tele-medicine are automatically converted from speech to text for use in clinical documen- tation applications. Custom Labels helps users AI Amazon Rekognition Custom identify the objects and scenes in images that are specific to business needs. For example, Labels users can find corporate logos in social media posts, identify products on store shelves, classify machine parts in an assembly line, distinguish healthy and infected plants, or detect animated characters in videos. Amazon SageMaker Model Monitor is a new AI Amazon SageMaker Model capability of Amazon SageMaker that automatically monitors machine learning (ML) Monitor models in production, and alerts users when data quality issues appear. Amazon SageMaker is a fully managed service AI Amazon SageMaker that provides every developer and data scientist with the ability to build, train, and deploy ma- Experiments chine learning (ML) models quickly. SageMaker removes the heavy lifting from each step of the machine learning process to make it easier to develop high quality models. Amazon SageMaker Debugger is a new capa- AI Amazon SageMaker Debugger bility of Amazon SageMaker that automatically identifies complex issues developing in machine learning (ML) training jobs. Amazon SageMaker Autopilot automatically AI Amazon SageMaker Autopilot trains and tunes the best machine learning models for classification or regression, based on your data while allowing to maintain full control and visibility. Amazon Fraud Detector is a fully managed AI Amazon Fraud Detector service that makes it easy to identify potentially fraudulent online activities such as online pay- ment fraud and the creation of fake accounts. Amazon Kendra is a highly accurate and easy to Collaboration Amazon Kendra use enterprise search service that’s powered bymachine learning. Kendra delivers powerful natural language search capabilities to websites and applications so end users can more easily find the information they need within the vast amount of content spread across your company. Based on AWS’s custom built, proprietary Compute Inf1 Instance inferentia chip designed specifically for machine learning inference applications. Inf1 instances feature up to 16 AWS Inferentia chips, high- performance machine learning inference chips designed and built by AWS. INNOVATION ON EVERY FRONT

Amazon EC2 M6g, C6g, and R6g instances provide Compute M6g, R6g, C6g up to 40% better price performance over comparable Instances current generation x86 instances for a wide variety of workloads. These instances leverage the AWS Graviton2 processor which was built in house and offers 7xCPU performance, 4x more compute cores and 5x faster memory than AWS’s first iteration of the chip. Brings serverless capabilities that Amazon ECS Containers Amazon Fargate for (Elastic Container Service) enjoy to Kubernetes Amazon EKS customers. It lets customers use Amazon Elastic Kubernetes Service to run Kubernetes pods on AWS Fargate. Redshift was Amazon’s fastest growing cloud service Database until Aurora was announced for general availability in Updates 2015. AWS announced new, next-gen compute instances and managed, analytics-optimized storage for RedShift. New Amazon Redshift RA3 instances with Manages Services uses AI to move less frequently used data to cheaper storage. AWS also announced new data lake export tools and federated queries. Amazon CodeGuru is a machine learning service for DevOps Amazon CodeGuru automated code reviews and application performance recommendations. It helps developers find the most expensive lines of code that hurt application performance and gives specific recommendations to fix or improve code. AWS Local Zones are a new type of AWS infrastruc- Fog AWS Local Zones ture deployment that places AWS compute, storage, database, and other select services closer to large population, industry, and IT centers where no AWS Region exists today. AWS Wavelength enables developers to build Fog AWS Wavelength applications that deliver single-digit millisecond latencies to mobile devices and end-users. AWS developers can deploy their applications to Wavelength Zones, AWS infrastructure deployments that embed AWS compute and storage services within the telecommunications providers’ datacenters at the edge of the 5G networks, and seamlessly access the breadth of AWS services in the region. AWS IoT SiteWise AWS IoT SiteWise Monitor is a new SaaS application IoT Monitor lets users monitor and interact with the data collected and organized by AWS IoT SiteWise. Networking AWS Transit Gateway Announced AWS Transit Gateway inter-region peering Updates and AWS Transit Gateway multicast support. A new VPC networking routing primitives to allow Networking VPC Ingress Routing to route all incoming and outgoing traffic to/from an Internet Gateway (IGW) or Virtual Private Gateway (VGW) to specific EC2 instance’s Elastic Network Interface. Resource AWS Compute AWS Compute Optimizer is a new machine learning- Management Optimizer based recommendation service that makes it easy users to ensure that they are using optimal AWS Compute resources.