4.
Slide3148Sāo Paulo GovCloud (US-West) Montréal N. Virginia GovCloud (US-East) Ireland London Paris Stockholm Bahrain Cape Town Mumbai Ningxia Beijing Singapore Hong Kong Seoul Tokyo Sydney Frankfurt Oregon N. California Milan Ohio 1 4 6 7 3 2 5 AWS Global Infrastructure Jakarta Active Regions Announced Regions
5.
Slide3151Security ENCRYPTION & KEY MANAGEMENT 116 encryption enabled services 54 services integrated with key management service Global compliance certifications CERTIFICATIONS 100% AWS services attested and GDPR ready THREAT DETECTION/APP SECURITY Threat detection Machine Learning- powered security Web application firewall DDOS protection Fine-grained access control Assessment & reporting Configuration compliance Resource & usage auditing
6.
Slide3149Storage 2 storage classes Resize elastically across all volume types Automate EBS volume snapshots The most volume options BLOCK OBJECT 6 storage classes Best security, compliance, and audit capabilities Most object-level controls Unmatched durability, availability, and scalability Unique analytics capabilities FILE The most cloud native systems (3) 4 performance modes DATA TRANSFER 11 unique ways to get data into AWS
7.
Slide2638How can we help customers move even faster to the AWS Cloud?
8.
Slide3152AWS Direct Connect AWS Snowball AWS Snowball Edge AWS Snowmobile AWS Storage Gateway Amazon Kinesis Firehose Amazon Kinesis Data Streams Amazon Kinesis Video Streams Amazon S3 Transfer Acceleration AWS DataSync AWS Transfer for SFTP DATA TRANSFER & STORAGE
9.
Slide3153DATABASE MIGRATION Migrate between on-prem and AWS Migrate between databases Automated schema conversion Data replication for zero downtime 130,000+ Databases Migrated
11.
Slide3117Source: IDC, Windows Server Operating Environment Market Update, Doc # US44217118, Aug 2018 Hundreds of thousands of customers running Windows on AWS
13.
Slide3156Connect your on-prem environments with AWS through network options and services Use your VMware software and tools to run workloads on AWS Run latency-sensitive workloads on premises in a way that seamlessly integrates with AWS Run compute on the edge in locations with limited or no connectivity VMware Cloud on AWS Snowball Edge Compute- Optimized AWS Direct Connect AWS Outposts HYBRID
17.
Slide3172Amazon Aurora MySQL and PostgreSQL compatible 5X faster than standard MySQL and 3X PostgreSQL Highly available and durable 1/10th the cost of commercial grade databases Scaled-out distributed architecture
18.
Slide3254Amazon Aurora remains the fastest-growing service in the history of AWS Tens of thousands of customers, 2X customer growth for last 3 years
19.
Slide3255Amazon DynamoDB: reliable performance at any scale
20.
Slide3158MONOLITH Does everything From monolith…
21.
Slide3159MICROSERVICES Each do one thing …to microservices
22.
Slide3160Containers Lambda Instances Instances, containers, and event-driven compute
23.
Slide3161Broadest and deepest platform choice for instances Instances CAPABILITIES Choice of processor (AWS, Intel, AMD) Fast processors (up to 4.0 GHz) High memory footprint (up to 12 TiB) Instance storage (HDD and NVMe) Accelerated computing (GPUs and FPGA) Networking (up to 100 Gbps) Bare Metal Size (Nano to 32xlarge) .metal .metal .metal .metal .metal .metal .metal .metal .metal .metal .metal .metal .metal CATEGORIES General purpose Burstable Compute intensive Memory intensive Storage (High I/O) Dense storage GPU compute Graphics intensive Amazon Elastic Block Store (Amazon EBS) Elastic graphics Elastic inference OPTIONS 200+ instance types for virtually every workload and business need
24.
Slide3162Amazon ECS Highly scalable, high performance container management system … { } Container-level networking Advanced task placement Deep integration with AWS platform ECS CLI Global footprint Powerful scheduling engines Auto scaling CloudWatch metrics Native integration with load balancers
25.
Slide3163AWS Fargate No clusters to manage Seamless scaling Integrated with Amazon ECS Serverless containers 10s of millions of containers run for customers every week
26.
Slide3164Amazon Elastic Container Service for Kubernetes (EKS) Platform for enterprises to run production- grade Kubernetes K Container-level networking Managed etcd and masters Deep integration with AWS platform Kubernetes APIs Integrated with Kubernetes community Timely upgrades Highly available masters 100% upstream Kubernetes
36.
Slide3187Sources: McKinsey & Co., Inc., Statista The source of data is increasing coming from billions of edge devices Source: Statista.com ONLINE BY: 2025 car lightbulb door lock factory coffee pot house bank bicycle camera cart windfarm police equipment plane utility medical equipment thermostat 75 billion CONNECTED DEVICES
37.
AWS has the most complete platform for IoTAWS has the most complete platform for IoT DATA SERVICES DEVICE SOFTWARE INTELLIGENCE AND OUTCOMES CONTROL SERVICES AWS IoT Device SDK Amazon FreeRTOS AWS IoT Device Tester AWS IoT Greengrass 2 AWS IoT Events AWS IoT Analytics AWS IoT SiteWise AWS IoT Device Management AWS IoT Things Graph AWS IoT Core AWS IoT Device Defender 1
38.
Slide3123AWS IoT customers span all industries
40.
Slide3025v Amazon S3 THE MOST POPULAR CHOICE FOR DATA LAKES Unmatched durability, availability, and scalability Cross Region Replication Best security, compliance, and audit capabilities Business insights into your data Analyze data in S3 with the analytics service of your choice Most ways to bring data in
41.
Slide3182AWS Lake Formation A secure service that allows you to build a secure data lake in days Enforce security policies across multiple services Gain and manage new insights Move, store, catalog, and clean your data faster with machine learning
42.
Slide3183Broadest and deepest portfolio VISUALIZATION & ML ANALYTICS DATA LAKE DATA MOVEMENT Amazon QuickSight Amazon SageMaker Amazon Redshift Amazon EMR AWS Glue Amazon Athena Amazon Elasticsearch Service Amazon Kinesis Data Analytics Amazon S3 Amazon Lake Formation AWS Glue AWS Snowmobile AWS Snowball Amazon Kinesis Data Firehose Amazon Kinesis Data Streams Amazon Managed Streaming for Kafka AWS Direct Connect AWS Storage Gateway Amazon Kinesis Video Streams Amazon S3 Transfer Acceleration AWS Transfer for SFTP AWS Snowball Edge
43.
Slide3184Amazon Redshift Petabyte-scale data warehousing for complex queries and fast performance Pull together data from different sources Highly structured Complex queries across very large databases 10x faster than it was two years ago
44.
Slide3185Real-time streaming analytics Kinesis Video Streams Capture, process, and store video streams for analytics Kinesis Data Streams Build custom applications that analyze data streams Kinesis Data Firehose Load data streams into AWS data stores Kinesis Data Analytics Analyze data streams with SQL Managed Streaming for Kafka Fully managed and highly available Apache Kafka service
45.
Slide3190Machine Learning at Amazon: A LONG HERITAGE Personalized recommendations Inventing new customer experiences Fulfillment automation/ inventory management Drones Voice driven interactions
46.
Slide3191Put machine learning in the hands of every developer and data scientist
47.
Slide3258More machine learning is happening on AWS than anywhere else
48.
Slide3192AI Services REKOGNITION IMAGE POLLY TRANSCRIBE TRANSLATE COMPREHEND LEX REKOGNITION VIDEO FORECAST TEXTRACT PERSONALIZE VISION SPEECH LANGUAGE CHATBOTS FORECASTING RECOMMENDATIONS ML Services Amazon SageMaker Ground Truth Notebooks Algorithms + Marketplace RL Training Optimization Deployment Hosting ML Frameworks + Infrastructure EC2 P3 & P3n EC2 C5 FPGAs Greengrass Elastic inference FRAMEWORKS INTERFACES INFRASTRUCTURE Inferentia EC2 G4 Deep learning containers
49.
Slide3193Infrastructure and frameworks for Machine Learning Best price/performance for model training P3dn instances Scale model training performance across multiple instances P3dn.24xl 3X faster network throughput than any other provider 2X as much GPU memory than any other GPU instance from other major providers 100+ GB more system memory than the next largest instance available from other providers EC2 P3 & P3n INFRASTRUCTURE ML Frameworks + Infrastructure EC2 P3 & P3n EC2 C5 FPGAs Greengrass Elastic inference FRAMEWORKS INTERFACES INFRASTRUCTURE Inferentia EC2 G4 Deep learning containers AI Services REKOGNITION IMAGE POLLY TRANSCRIBE TRANSLATE COMPREHEND LEX REKOGNITION VIDEO FORECAST TEXTRACT PERSONALIZE VISION SPEECH LANGUAGE CHATBOTS FORECASTING RECOMMENDATIONS ML Services Amazon SageMaker Ground Truth Notebooks Algorithms + Marketplace RL Training Optimization Deployment Hosting P3 P3dn
50.
Slide3194Best price/performance for model training Infrastructure and frameworks for Machine Learning FRAMEWORKS INTERFACES ML Frameworks + Infrastructure EC2 P3 & P3n EC2 C5 FPGAs Greengrass Elastic inference FRAMEWORKS INTERFACES INFRASTRUCTURE Inferentia EC2 G4 Deep learning containers P3 P3dn AI Services REKOGNITION IMAGE POLLY TRANSCRIBE TRANSLATE COMPREHEND LEX REKOGNITION VIDEO FORECAST TEXTRACT PERSONALIZE VISION SPEECH LANGUAGE CHATBOTS FORECASTING RECOMMENDATIONS ML Services Amazon SageMaker Ground Truth Notebooks Algorithms + Marketplace RL Training Optimization Deployment Hosting
51.
85% of all TensorFlow workloads in the cloud runs on AWS Source: Nucleus Research, November 2018 AWS is the platform of choice to run TensorFlow
52.
Slide3196Scaling TensorFlow 65% Scaling efficiency with 256 GPUs STOCK TENSORFLOW 90% Scaling efficiency With 256 GPUS AWS-OPTIMZED TENSORFLOW
53.
Slide3198Add GPU acceleration to any Amazon EC2 instance for faster inference at much lower cost (up to 75% savings) Amazon Elastic Inference Custom high performance machine learning inference chip that will reduce the cost of inference by 10X AWS Inferentia Designed for machine learning, training, inference and video transcoding Amazon EC2 G4 Instances COMING LATE 2019 COMING SOON
54.
Slide3199ML Frameworks + Infrastructure EC2 P3 & P3n EC2 C5 FPGAs Greengrass Elastic inference FRAMEWORKS INTERFACES INFRASTRUCTURE Inferentia EC2 G4 Deep learning containers AI Services REKOGNITION IMAGE POLLY TRANSCRIBE TRANSLATE COMPREHEND LEX REKOGNITION VIDEO FORECAST TEXTRACT PERSONALIZE VISION SPEECH LANGUAGE CHATBOTS FORECASTING RECOMMENDATIONS ML Services Amazon SageMaker Ground Truth Notebooks Algorithms + Marketplace RL Training Optimization Deployment Hosting
55.
Slide3200Built-in, high performance algorithms MORE THAN 150 ADDITIONAL ALGORITHMS AND MODELS IN AWS MARKETPLACE REDUCE DATA LABELING COSTS BY UP TO 70% Fully-managed reinforcement learning algorithms with SageMaker RL TRAIN MODELS WITHOUT LABELED TRAINING DATA BUILD FAST AND ACCURATE DATA LABELING WITH GROUND TRUTH Fast and accurate data labeling with Ground Truth Pre-built notebooks for common problems Bringing machine learning to all developers Amazon SageMaker
56.
Slide3201SET UP AND MANAGE ENVIRONMENTS FOR TRAINING HYPERPARAMETER OPTIMIZATION AND SAGEMAKER NEO TRAIN Optimization One-click training Built-in, high performance algorithms MORE THAN 150 ADDITIONAL ALGORITHMS AND MODELS IN AWS MARKETPLACE REDUCE DATA LABELING COSTS BY UP TO 70% Fully-managed reinforcement learning algorithms with SageMaker RL TRAIN MODELS WITHOUT LABELED TRAINING DATA BUILD FAST AND ACCURATE DATA LABELING WITH GROUND TRUTH Fast and accurate data labeling with Ground Truth Pre-built notebooks for common problems Bringing machine learning to all developers Amazon SageMaker
57.
Slide3202SET UP AND MANAGE ENVIRONMENTS FOR TRAINING HYPERPARAMETER OPTIMIZATION AND SAGEMAKER NEO TRAIN Optimization One-click training DEPLOY SCALE AND MANAGE THE PRODUCTION ENVIRONMENT DEPLOY MODEL IN PRODUCTION One-click deployment Fully managed with auto- scaling, health checks, automatic handling of node failure, and security checks Built-in, high performance algorithms MORE THAN 150 ADDITIONAL ALGORITHMS AND MODELS IN AWS MARKETPLACE REDUCE DATA LABELING COSTS BY UP TO 70% Fully-managed reinforcement learning algorithms with SageMaker RL TRAIN MODELS WITHOUT LABELED TRAINING DATA BUILD FAST AND ACCURATE DATA LABELING WITH GROUND TRUTH Fast and accurate data labeling with Ground Truth Pre-built notebooks for common problems Bringing machine learning to all developers Amazon SageMaker
58.
Slide3259More than ten thousand customers using Amazon SageMaker
59.
Slide3203ML Frameworks + Infrastructure EC2 P3 & P3n EC2 C5 FPGAs Greengrass Elastic inference FRAMEWORKS INTERFACES INFRASTRUCTURE Inferentia EC2 G4 Deep learning containers AI Services REKOGNITION IMAGE POLLY TRANSCRIBE TRANSLATE COMPREHEND LEX REKOGNITION VIDEO FORECAST TEXTRACT PERSONALIZE VISION SPEECH LANGUAGE CHATBOTS FORECASTING RECOMMENDATIONS ML Services Amazon SageMaker Ground Truth Notebooks Algorithms + Marketplace RL Training Optimization Deployment Hosting
60.
Slide3204Vision REKOGNITION IMAGE AND VIDEO TEXTRACT Deep learning based image and video analysis services Identify objects, people text, scenes, activities Automatically extract text and data from virtually any document Uses ML to go beyond simple OCR to also identify content in forms and tables DOG 99.3% BALL 83.0% GRASS 89.2%
61.
Slide3205Speech & Language AMAZON POLLY 52 Voices across 25 languages Lip-Syncing & Text Highlighting Fine-grained Voice Control AMAZON TRANSCRIBE Support for 16KHz and 8KHz Streaming support AMAZON TRANSLATE 25 languages Neural machine translation High accuracy AMAZON COMPREHEND Sentiment, Entities, Key phrases, Languages, Topics AMAZON LEX Build conversational apps in minutes AMAZON COMPREHEND MEDICAL Sentiment, Entities, Key phrases, Languages, Topics
62.
Slide3206Accurate time-series forecasting service, based on the same technology used at Amazon.com Amazon Forecast Real-time personalization and recommendation service, based on the same technology used at Amazon.com Amazon Personalize Forecasting & Recommendations
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