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AWS reInvent 2018 recap edition

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AWS re:Invent è l’annuale conferenza globale di Amazon Web Services. Ogni anno presentiamo più di 1000 sessioni tecniche, workshops e hackathon che coprono argomenti chiave inerenti a AWS e che illustrano le tecnologie che AWS sviluppa e introduce. In questo webinar vedremo un riepilogo degli annunci e delle novità presentate a Las Vegas e diversi casi d’uso per i principali servizi introdotti.

AWS reInvent 2018 recap edition

  1. 1. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Stefano Sandrini, AWS Solutions Architect December, 19th 2018
  2. 2. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. re:Invent 2018 • 7th annual re:Invent • 50,000+ participant (developers, IT Leaders, Data Scientist, etc.) • Over 100 announcements (new features, new services) • 1000+ sessions
  3. 3. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Announcements At-a-Glance NETWORKING and CONTENT DELIVERY DATABASE MANAGEMENT and GOVERNANCE ANALYTICS MACHINE LEARNING SECURITY ROBOTICS MARKETPLACE MOBILE SATELLITE COMPUTE IoT DEVELOPER TOOLS STORAGE TRANSFER AND MIGRATION BLOCKCHAIN
  4. 4. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon S3 Glacier Deep Archive Secure, Durable and extremely low-cost storage service for long term data archival Less than 1/ 10 of 1 cent / GB / month Fully managed without tape burden Designed for 99.99999999% durability Recover data in hours Storage Limited Preview
  5. 5. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon S3 Intelligent-Tiering A new storage class that automatically optimizes storage costs for data with unknown or changing access patterns Storage Frequent access tier Infrequent access tier
  6. 6. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon FSx Fully managed third-party file systems optimized for a variety of workloads Fully Managed Native compatibility and AWS integration Cost-effective Storage Amazon FSx provides native compatibility of third-party file system, with features sets for workloads such as Windows-based storage, high-performance computing (HPC), machine learning.
  7. 7. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon FSx for Windows File Server Lift and shift your Windows file storage with fully managed windows file servers Native Windows compatibility Fast and flexible performance Accessibility Storage Built on Windows Server Support SMB Protocol Integrates with your Active Directory and Windows ACLs Backed by high performance SSD storage
  8. 8. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon FSx for Lustre Fully managed Lustre file system for compute intensive workloads Massive scalable performance Cost-optimized for compute-intensive workloads Seamless access to your data on S3 Storage 100+ GB/s throughput Millions of IOPS Consistent sub-millisecond latencies
  9. 9. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS DataSync Online transfer service that simplifies, automates and accelerates moving data Transfer up to 10 Gbps per agent Simple data movement to S3 or EFS Secure and reliable transfers Storage Combines the speed and reliability of network acceleration software with the cost-effectiveness of open source tools AWS Integrated Migrate active application data to AWS Transfer data for timely in-cloud analysis Replicate data to AWS for business continuity Pay as you go
  10. 10. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS Transfer for SFTP Fully managed service makes it easy to integrate SFTP-based file transfer to AWS Seamless integration of existing workflows Fully managed, highly available, elastically scalable Data available for archiving and processing in S3 Storage Move your existing SFTP workflows to AWS in 3 steps Cost effective Map your hostname Pick authentication method Select S3 buckets and IAM roles for access Simple to use
  11. 11. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS Lake Formation Build, secure and manage data lakes, reducing the set up time from months to days Analytics Limited Preview Move, store, catalog, and clean your data faster Move, store, catalog, and clean your data faster with machine learning Enforce security policies across multiple services Enforce security policies across multiple services Gain and manage new insights Empower analyst and data scientist to gain and manage new insights
  12. 12. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS Lake Formation Build, secure and manage data lakes, reducing the set up time from months to days Analytics Limited Preview Build data lakes quickly • Identify, crawl, and catalog sources • Ingest and clean data • Transform into optimal formats Simplify security management • Enforce encryption • Define access policies • Implement audit login Enable self-service and combined analytics • Analysts discover all data available for analysis from a single data catalog • Use multiple analytics tools over the same data S3 IAM KMSOLTP ERP CRM LOB Devices We b Sensors Social Kinesis Athena Redshift AI Services EMR QuickSight Data catalog
  13. 13. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Provisions Apache Kafka and Zookeeper nodes, and manages upgrades for you Apache Kafka compatible Fully managed Highly available Highly secure Migrate and run existing Apache Kafka applications to AWS with no code changes Manages the provisioning, configuration, scaling, and maintenance of Apache Kafka clusters and Apache Zookeeper nodes Replicates data across three AZs within an AWS region; automatically replaces unhealthy nodes Multiple levels of security: network isolation using Amazon VPC, data encryption at rest Amazon Managed Streaming for Kafka Analytics Limited Preview Secure, highly available, fully managed Apache Kafka service
  14. 14. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon SageMaker Ground Truth Label machine learning training data easily and accurately Quickly label training data Easily integrate human labelers Get accurate results Machine Learning Automatic labeling via machine learning Ready-made and custom workflows Private and public human workforce Label management
  15. 15. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon SageMaker RL Machine Learning Broad support for frameworks Broad support for simulation environments including SimuLink and MatLab K E Y F E A T U R E S TensorFlow, Apache MXNet, Intel Coach, and Ray RL support 2D & 3D physics environments and OpenAI Gym support Supports Amazon Sumerian and Amazon RoboMaker Fully managed Example notebooks and tutorials Reinforcement learning for every developer and data science
  16. 16. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS DeepRacer Machine Learning Fully autonomous 1/18th scale race car, driven by reinforcement learning Limited Preview
  17. 17. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Elastic Inference Reduce deep learning inference costs up to 75% Machine Learning Lower inference costs Match capacity to demand Available between 1 to 32 TFLOPS K E Y F E A T U R E S Integrated with Amazon EC2, Amazon SageMaker, and Amazon DL AMIs Support for TensorFlow, Apache MXNet, and ONNX with PyTorch coming soon Single and mixed-precision operations
  18. 18. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS Inferentia High performance machine learning chip, designed by AWS Order of magnitude cost reduction High performance alternative to a GPU Built for high throughput, low latency applications K E Y F E A T U R E S Support for MXNet. TensorFlow, PyTorch Use with Amazon EC2, SageMaker and Elastic Inference Machine Learning Announcement Optimized for multiple data types Combine chips to scale to thousands of TOPS
  19. 19. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon SageMaker Neo Train once, run anywhere with 2x the performance Machine Learning K E Y F E A T U R E S Compiler & run-time are open source 1/10th the size of original models
  20. 20. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS Marketplace for Machine Learning ML algorithms and models available instantly Machine Learning K E Y F E A T U R E S S E L L E R S B U Y E R S
  21. 21. Easy to use, through the console and API Works with any historical time-series K E Y F E A T U R E S More accurate forecasts that integrate external data Consider multiple time-series at once Automatic machine learning Visualize forecasts in the console & import results into business apps Evaluate model accuracy through the console Schedule forecasts and model retraining Bring existing algorithms from Amazon SageMaker Amazon Forecast Improve forecasting accuracy by up to 50% at 1/10th the cost Machine Learning Limited Preview
  22. 22. Real-time Works with almost any product or content K E Y F E A T U R E S Responsive to changes in intent Automated machine learning Bring existing algorithms from Amazon SageMaker Deliver high quality recommendations Deep learning enabled algorithms Easy to Use Amazon Personalize Improve customer experiences with personalization and recommendations Machine Learning Limited Preview
  23. 23. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Textract Extract text and data from virtually any document Machine Learning Limited Preview Eliminate manual effort Lower document processing costs K E Y F E A T U R E S Extract data quickly and accurately Optical Character Recognition (OCR) Key-value pair detection Adjustable confidence thresholds Table detection Bounding box coordinates No ML experience required
  24. 24. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS IoT SiteWise Easily collect and organize data from industrial equipment Internet of Things Limited Preview Collects data from the plant floor with a local gateway, structures & labels that data, and generates real time KPIs & metrics to make better data-driven decisions Structure your data and specify performance metrics for your assets and processes Easily browse equipment and process data, build data views to identify inefficiencies, diagnose issues, and improve cross-facility processes 1 0 1 0 1 1 0 0 1 0 1 0 1 0 0 1 0 1 0 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 1 0 1 0 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 0 1 0 1 0 0 1 0 1 0 1 0 1 0 1 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 See your data flowing in minutes without writing code, just connect and configure your gateway 1 0 1 0 1 1 0 0 1 0 1 0 1 0 0 1 0 1 0 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 1 0 1 0 1 1 0 0 1 0 1 0 1 0 0 1 0 1 0 0 1 0 1 0 1 0 1 0 1010110 01010 10 0101001 0101010 1010110 01010 10 0101001 0101010 1010110 01010 10 0101001 0101010 01010101
  25. 25. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS IoT Events Easily detect and respond to events from IoT sensors and applications Internet of Things Limited Preview Continuously monitor data from your equipment and fleets of devices for changes in operation and to trigger the appropriate response when events occur Build simple logic to evaluate incoming telemetry data to detect events in equipment or a process Detect events from data across thousands of sensors and other sources Trigger responses to optimize operations !
  26. 26. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS IoT Things Graph Visually develop IoT applications Internet of Things Preview Leverage pre-built library of models and workflows to build IoT automation applications in a visual fashion without the requirement to develop in multiple languages and protocols Models Run at the edge Monitor Flows Visual UI
  27. 27. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 1,000x faster at 1/10th the cost of relational databases Trillions of daily events Analytics optimized for time series data Serverless Collect fast moving time- series data from multiple sources at the rate of millions of inserts per second Capable of processing trillions of events daily; the adaptive query processing engine maintains steady, predictable performance Built-in analytics for interpolation, smoothing, and approximation to identify trends, patterns, and anomalies No servers to manage; time- consuming tasks such as hardware provisioning, software patching, setup, & configuration done for you Amazon Timestream Databases Limited Preview Fast, scalable, and fully managed time series database
  28. 28. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon DynamoDB Transactions Simplify application code with ACID guarantees Run transactions for large scale workloads Accelerate legacy migrations Build internet-scale apps with ACID transactions Databases
  29. 29. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon DynamoDB On-Demand No capacity planning No need to specify how much read/write throughput you expect to use Instant scaling Ramp from zero to tens of thousands of requests per second on demand Pay-per-request pricing Pay only when table are used Automatically and instantly scales up and down, and pay only for what’s used Databases
  30. 30. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Aurora Global Database Sub-second data access in any region No Impact on database performance Cross-region disaster recovery Run as a single database spanning multiple regions Databases
  31. 31. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Immutable Maintains a sequenced record of all changes to your data, which cannot be deleted or modified; you have the ability to query and analyze the full history Cryptographically verifiable Uses cryptography to generate a secure output file of your data’s history Easy to use Easy to use, letting you use familiar database capabilities like SQL APIs for querying the data Highly scalable Executes 2–3x as many transactions than ledgers in common blockchain frameworks Amazon Quantum Ledger Database (QLDB) Fully managed ledger database Track and verify history of all changes made to your application’s data Databases Preview
  32. 32. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS Managed Blockchain Quickly create and manage scalable blockchain networks Blockchain Limited Preview Open Use Hyperledger Fabric or Ethereum blockchain frameworks Fully managed Create and monitor blockchain networks in minutes Robust & Durable Backed with Amazon QLDB technology Integrated Replicate data to Quantum for analysis and use AWS KMS keys
  33. 33. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS Security Hub Central view and manage security alerts & automate compliance checks Security Public Beta Enabled in minutes to aggregate security findings from AWS and Partner services across your accounts Quickly access security and compliance in one location and take action on findings Built-in and customizable insights help you track security issues that are unique to your environment Improve compliance with automated, continuous account-level configuration and compliance checks
  34. 34. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS Control Tower Set-up a multi-account environment in a single location to govern AWS workloads Management Limited Preview Automate the creation of a landing zone with best practice blueprints Guardrails for policy enforcements Dashboard for continuous visibility AWS Control Tower automates the set-up of a well-architected multi-account environment with best-practices, and guides you through a step-by-step process to customize it to your organization AWS Control Tower offers curated guardrails. Guardrails are high-level rules that provide on- going governance for your overall AWS environment AWS Control Tower dashboard gives you continuously visibility into your AWS environment. You can view the number of organizational units and accounts provisioned, guardrails enabled, and the compliance status of your enabled guardrails
  35. 35. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS License Manager Bring existing third-party software licenses to the AWS cloud to reduce licensing costs Management Bring third-party license to AWS and manage them easily Gain single view across AWS, on-premises Configure rules to meet your business needs Discover non-compliant software and help prevent license misuse before it happens Free service for all customers
  36. 36. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS Global Accelerator A network service layer that customer can deploy in front of their internet applications built using regional AWS services to improve availability and performance Networking Improve global application availability Accelerate your global applications Easily manage endpoints K E Y B E N E F I T S User AWS Global Accelerator Application
  37. 37. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS Transit Gateway Interconnect thousands of Virtual Private Clouds (VPCs) and on-premises networks Networking Network Topology without AWS Transit Gateway Network Topology with AWS Transit Gateway You needed to peer each Amazon VPC to each other and to each onsite location using a VPN connection which can be complex as its scales. You simply connect each Amazon VPC or VPN to the AWS Transit Gateway and it will route traffic to and from each VPC or VPN.
  38. 38. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS App Mesh A service mesh that makes it easy to monitor and control large microservices applications Before AWS App Mesh After AWS App Mesh Communications and monitoring are manually configured for every microservice. App Mesh configures communications and monitoring for all microservices. Networking Preview
  39. 39. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS Cloud Map Managed service registry for service mapping and discovery Networking Define friendly names for all cloud resources Discover resources with specific attributes Ensure only healthy resources are discovered Use highly available regional API and global DNS
  40. 40. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS Marketplace for Containers Container products available in AWS Marketplace Marketplace Choose from more than 160 curated and trusted container products in AWS Marketplace and run them on AWS Container product images are verified and scanned Deploy container products on Amazon ECS, AWS Fargate, or EKS Products are available with free, bring your own license, and usage-based pricing models
  41. 41. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS Lambda as target for ALB Allows for serverless application architectures to be registered as a load balancer target Compute Invoke Lambda functions to server HTTP(S) requests Greater flexibility to mix-and-match servers and serverless compute for applications using a single HTTP endpoint Robust load balancer controls
  42. 42. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS Lambda Layers Runtime API Allows developers to share, discover, and deploy both libraries and languages as part of their serverless applications Compute Runtime API enables developers to use Lambda with any programming language Layers let functions easily share code. Upload layer once, reference within any funciton Layers promote separation of responsibilities, lets developers focus on writing business logic Runtime API enables developers to use Lambda with any programming language
  43. 43. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Firecracker Open source virtualization technology purpose-built for creating and managing secure, multitenant containers and functions Compute Security Minimal device model reduces memory footprint and attack surface area Speed by design User-space code in <125ms, 150 microVM per second per host Scale and efficiency Low memory overhead with high density (thousands) of microVM on each server AWS open sourcing Firecracker to enable broad access and innovation
  44. 44. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon API Gateway supports WebSocket APIs Build real-time two-way communication capabilities within applications without managing connected users and devices Networking Fully managed APIs To handle connections and messages transfer between users and backend services Powers engaging customer experiences Within applications such as chat, alerts and notifications, and real-time dashboards No servers To manage, provision, or scale and less code complexity
  45. 45. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS Amplify Console Continuous delivery and fully managed hosting for modern web apps Mobile Support for branch and atomic deployments Globally available with custom domain support Deploy your frontend and backend simultaneously in a single workflow
  46. 46. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS RoboMaker Quickly and easily build intelligent robotics applications Robotics Development Environment Start application development without any setup effort Simulation Regression test before deploying a fix or new feature Cloud Extensions for ROS Add functions like video streaming, face and object recognition, voice command and response Fleet Management Remote application deployment, update and management
  47. 47. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS Outposts Hybrid Cloud: AWS coming to a data center near you in two ways Compute AWS Outposts AWS designed and fully managed infrastructure Deploy on-premises in datacenters or edge locations Run key AWS services locally Native access to full AWS services platform One consistent management plane across on-premises and cloud Choice of AWS or VMware control plane Ideal for low-latency and local data processing
  48. 48. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS Outposts Hybrid Cloud: AWS coming to a data center near you in two ways Compute Available in Two Options VMware Cloud on AWS VMware SDDC-as-a-service VMware APIs and services to leverage existing skills, automation, and governance policies Native AWS Same APIs, services, and features as in the AWS cloud Run EC2 instances and EBS volumes locally, with future support for other services
  49. 49. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. https://aws.amazon.com/blogs/aws/ https://aws.amazon.com/new/ https://www.aws.training/learningobject/curriculum?id=27575 Where do I go next?
  50. 50. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Thank You Stefano Sandrini Solutions Architect @ Amazon Web Services

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