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AWS Core Services Overview, Immersion Day Huntsville 2019

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A deep dive into the core services that AWS offers.

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AWS Core Services Overview, Immersion Day Huntsville 2019

  1. 1. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Taylor McNally Solutions Architect taymcn@amazon.com AWS Core Services Overview
  2. 2. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS Breadth and Depth CORE SERVICES Integrated Networking Rules Engine Device Shadows Device SDKs Device Gateway Registry Local Compute Custom Model Training & Hosting Conversational Chatbots Virtual Desktops App Streaming Schema Conversion Image & Scene Recognition Sharing & Collaboration Exabyte-Scale Data Migration Text to Speech Corporate Email Application Migration Database Migration Regions Availability Zones Points of Presence Data Warehousing Business Intelligence Elasticsearch Hadoop/Spark Data Pipelines Streaming Data Collection ETL Streaming Data Analysis Interactive SQL Queries Queuing & Notifications Workflow Email Transcoding Deep Learning (Apache MXNet, TensorFlow, & others) Server MigrationCommunications MARKETPLACE Business Apps Business Intelligence DevOps Tools Security Networking StorageDatabases API Gateway Single Integrated Console Identity Sync Mobile Analytics Mobile App Testing Targeted Push Notifications One-clickApp Deployment DevOps Resource Management Application Lifecycle Management Containers Triggers Resource Templates Build & Test Analyze & Debug Identity Management Key Management & Storage Monitoring & Logs Configuration Compliance Web Application Firewall Assessment & Reporting Resource & Usage Auditing Access Control Account Grouping DDOS Protection TECHNICAL & BUSINESS SUPPORT Support Professional Services Optimization Guidance Partner Ecosystem Training & Certification Solutions Management Account Management Security & Billing Reports Personalized Dashboard Monitoring Manage Resources Data Integration Integrated Identity & Access Integrated Resource & Deployment Management Integrated Devices & Edge Systems Resource Templates Configuration Tracking Server Management Service Catalogue Search MIGRATIONHYBRID ARCHITECTUREENTERPRISE APPSMACHINE LEARNINGIoTMOBILE SERVICESDEV OPSANALYTICS APP SERVICES INFRASTRUCTURE SECURITY & COMPLIANCE MANAGEMENT TOOLS Compute VMs, Auto-scaling, Load Balancing, Containers, Virtual Private Servers, Batch Computing, Cloud Functions, Elastic GPUs, Edge Computing Storage Object, Blocks, File, Archivals, Import/Export, Exabyte-scale data transfer CDN Databases Relational, NoSQL, Caching, Migration, PostgreSQL compatible Networking VPC, DX, DNS Facial Recognition & Analysis Facial Search Patching Contact Center
  3. 3. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS Networking
  4. 4. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. VPC Isolated Cloud Resources Direct Connect Dedicated Network Connection to AWS VPC Flow Logs Network packet capture logs Networking
  5. 5. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Networking • Private “Virtual Enclave” with complete isolation from other Cloud tenants as well as other VPC(s) within a single account • “Zero Trust” environment by default • Customer controlled management, access, and security posture • Connect existing infrastructure to a set of isolated AWS compute resources via a Virtual Private Network (VPN) and/or Direct Connect connection • Peer two or more VPCs together • Bring your own address space and extend existing management capabilities • Private endpoints to access S3 Buckets/Object without needing an IGW/VGW or internet access to S3 Virtual Private Cloud GovCloud Region https://www.youtube.com/watch?v=3qln2u1Vr2E Day in the life of a Billion Packets (VPC) Video Virtual Private Cloud AWS Software Defined Networking
  6. 6. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. EC2 • Security Groups - Stateful Virtual Firewall applied to an instance (e.g. EC2, ELB) - Traffic must be explicitly specified by protocol, port, and security group - Can reference other Security Group(s) in Inbound Source and/or Outbound Destination AWS Security Group How should you Secure Your VPC? Best Practice: Build security at every layer using routing rules, network ACLs, and security groups. Inbound Traffic • Subnet level Network Access Control Lists (ACLs): - Layer of security that acts as a stateless firewall for controlling traffic in and out of a subnet - Port/Protocol defined with Action (Allow/Deny) Network Subnet ACLs OS Firewall • OS Firewall (e.g., iptables) may be implemented - Completely user controlled security layer - Granular access control of discrete hosts - Logging network events
  7. 7. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. How can I audit my inbound traffic? SSH traffic allowed Sample CloudWatch Logs query: [version, acct, eni, srcaddr, destaddr, srcport, destport=22, prot, packets, bytes, start, end, action=REJECT, status] 2 123456789010 eni-abc123de 172.168.1.12 172.168.1.11 20641 22 6 20 4249 1438530010 1438530070 ACCEPT OK Version num ber AW S account num ber ENI identifier Source address Destination address Source port Destination port Protocol num ber Total packets in flow Sun, 02 Aug 2015 15:40:10 GM T Sun, 02 Aug 2015 15:41:10 GM T Action Log status Total bytes in flow Note: VPC Flow Logs are (Net Flow like minus Payload)
  8. 8. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS Direct Connect • Secure and seamless bridge between a company’s existing private network and the AWS cloud • Establish a dedicated network connection from your premises to AWS. • Industry standard 802.1q VLANs • Multiple virtual interfaces may be configured to access AWS services such as Amazon EC2 and Amazon S3 using public IP space, or resources in a VPC using private IP space. • Choose 1 and 10 Gbps ports or multiple to establish required bandwidth Direct Connect Co-Location Private Circuit Direct Connect Customer Network Internal Routing
  9. 9. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 9 The Cloud Isn’t an “All-or-Nothing” Choice… AWS Direct Connect Your Cloud Apps • Users and access rules • Your private network • Encryption • Backups Your On-Premises Apps • Active Directory • Network configuration • Encryption • Backup appliances Integrating AWS with On-Premises Infrastructure …it’s a journey! Legacy Data Centers AWS Cloud
  10. 10. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS Transit Gateway • Interconnecting VPCs at scale • Consolidating edge connectivity • Flexibility with routing domains
  11. 11. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS Compute
  12. 12. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Broadest customer base for compute SI/ISVEnterprise Public SectorStartup “Storage technology is amazingly complex and we’re constantly pushing the limits of physics and engineering to deliver next-generation capacities and technical innovation. This successful collaboration with AWS shows the extreme scale, power and agility of cloud-based HPC to help us run complex simulations for future storage architecture analysis and materials science explorations. Using AWS to easily shrink simulation time from 20 days to 8 hours allows Western Digital R&D teams to explore new designs and innovations at a pace un-imaginable just a short time ago.” —Steve Philpott, CIO, Western Digital
  13. 13. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS is positioned highest in execution and furthest in vision within the Leaders Quadrant AWS positioned as a leader in the Gartner Magic Quadrant for Cloud Infrastructure as a Service
  14. 14. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Customer obsessed of roadmap originates with customer requests 90% “Performance, reliability, and responsiveness are fundamental to our customer experience, and T3 instances help us to deliver on that customer promise while also controlling our costs.” —Heroku
  15. 15. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Built to support virtually every workload Industry leading security and governance World-class network and storage Abstractions for managing cost and complexity Compute everywhere Broadest and deepest platform choice
  16. 16. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Built to support virtually every workload Industry leading security and governance World-class network and storage Abstractions for managing cost and complexity Compute everywhere Broadest and deepest platform choice
  17. 17. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon EC2 Broadest and deepest platform choice Virtual server instances in the cloud Amazon ECS, EKS, and Fargate Container management service for running Docker on a managed cluster of EC2 AWS Lambda Serverless compute for stateless code execution in response to triggers
  18. 18. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Broadest and deepest platform choice Linux | Windows Arm and x86 architectures Bare metal, disk, networking capabilities Packaged | Custom | Community AMIs General purpose and workload optimized Multiple purchase options: On-demand, RI, Spot Amazon EC2
  19. 19. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS hosts nearly two times as many Windows Server instances in the cloud as Microsoft
  20. 20. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Broadest choice of processors and architectures Intel® Xeon® Scalable (Skylake) processor AMD EPYC processorNVIDIA V100 Tensor Core GPUs Right compute for the right application and workload AWS Graviton Processor
  21. 21. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Broadest and deepest platform choice Categories Capabilities Options + + = 200+instance types
  22. 22. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Nitro Card Nitro Security Chip Nitro Hypervisor Local NVMe storage Elastic Block Storage Networking, monitoring, and security Integrated into motherboard Protects hardware resources Lightweight hypervisor Memory and CPU allocation Bare metal-like performance Innovation enabled by AWS Nitro System Modular building blocks for rapid design and delivery of EC2 instances
  23. 23. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Fully managed container environment with AWS ECS + Fargate Bring existing code Production ready Powerful integrations No changes to existing code, works with existing ECS workflows and microservices ISO, PCI, HIPAA, SOC compliant. Launch ten or tens of thousands of containers in seconds Native AWS integrations for networking, security, CICD, monitoring, and tracing Fargate runs tens of millions of containers for AWS customers every week
  24. 24. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Fully managed container environment with AWS EKS Bring existing code Production ready Powerful integrations Certified Kubernetes conformant for compatibility Fully managed control plane. In-place Kubernetes upgrades, ISO and PCI compliance, 5 new global regions Run computationally intensive workloads at scale. Optimized AMIs for GPU-enabled instances 50%+ of Kubernetes environments run on AWS (across all clouds and on-premises)*
  25. 25. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Customers using containers on AWS Built and launched their Home Delivery platform in less than 4 months using a microservices architecture, scaling to 20,000 orders per second.
  26. 26. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Serverless at scale is the new normal Excelling in Service Fundamentals ISO, PCI, HIPAA, SOC, FedRamp, and GDPR support for AWS Regions AWS Lambda SLA (99.95%) Lambda with Firecracker Enabling new application patterns SQS as an event source 5X faster reads from Kinesis Increase to 15 minute functions Trillions of executions every month with hundreds of thousands of active customers Empowering Developers Simplified debugging with SAM CLI and Go debugger Support for Go, Powershell, Node 8, .Net Core2.1, and Python 3.7
  27. 27. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Customers using AWS Lambda “In the past, our cost to provision each account was about $500 in employee time. With Tailor, it’s just shy of $6 per account, which means we can create about 10 times as many accounts for the same cost. It’s now much faster and cheaper for my team to give the business what it needs.” • —Alan Williams, Enterprise Architect
  28. 28. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Built to support virtually every workload Industry leading security and governance World-class network and storage Abstractions for managing cost and complexity Compute everywhere Broadest and deepest platform choice
  29. 29. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Elevate your security with the cloud More security standards and compliance programs than any major cloud provider Benefit from AWS industry leading security teams 24/7, 365 days a year World class network performance and capabilities Built to meet the requirements of the most risk-sensitive organizations “My working assumption a year ago was that the cloud wasn’t as secure as a brick data center. Now, I’m convinced it’s more secure and there’s less risk. We definitely get that from AWS.” —Adrian Heeson, Operations Director
  30. 30. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Identity, directory, and access IAM Manage user access and encryption keys Single Sign-On Cloud single sign-on for AWS accounts and business apps Directory Service Host and manage Microsoft Active Directory Organizations Manage settings for multiple accounts Resource Access Manager Share resources across multiple accounts Secrets Manager Rotate, manage, and retrieve secrets Cognito Identity management for your apps Detective controls and management Security Hub Centrally view and manage security alerts and automate compliance checks GuardDuty Continuous threat detection & monitoring Service Catalog Create and use standardized products Launch Templates Standardize deployments across resources Config Track resource inventory and changes CloudTrail Track user activity and API usage CloudWatch Monitor resources and applications Inspector Analyze application security Artifact Self-service for AWS’ compliance reports Data protection Key Management Service Manage creation and control of encryption keys Certificate Manager Provision, manage, and deploy SSL/TSL certificates ACM Private CA Private certificate authority CloudHSM Hardware-based key storage Macie Discover, classify, and protect data Server-side Encryption Flexible data encryption options Encrypted Boot & EBS volumes Networking and infrastructure Virtual Private Cloud Isolated cloud resources VPC Flow Logs Web Application Firewall Filter malicious web traffic Shield DDoS protection Firewall Manager Manage WAF rules across accounts PrivateLink Securely access services hosted on AWS Best security building blocks in the cloud
  31. 31. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Built to support virtually every workload Industry leading security and governance World-class network and storage Abstractions for managing cost and complexity Compute everywhere Broadest and deepest platform choice
  32. 32. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. World-class network performance C1 • 1 Gbps CC1 • 10 Gbps C3 • Enhanced Networking • 20x PPS • <100 µs latency C4 • EBS optimized by default C5 • ENA • 25 Gbps • 2x PPS • <50 µs latency C5n • EFA • 100 Gbps • 2x+ PPS
  33. 33. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Comprehensive portfolio of high performance storage options Block storage File storage Object storage Amazon EBS Amazon EFS Amazon S3 High performance attached storage with 99.999% availability. Tune size and performance with elastic volumes Petabyte, elastic file storage sharable across applications, instances and servers Low cost, highly scalable cloud storage with 99.999999999% durability
  34. 34. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Built to support virtually every workload Industry leading security and governance World-class network and storage Abstractions for managing cost and complexity Compute everywhere Broadest and deepest platform choice
  35. 35. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Simplifying capacity and cost optimization Use Reserved Instances for known/steady-state workloads Scale using Spot, On-Demand, or both AWS services make this easy and efficient Now with hibernate on-demand Amazon Elastic Container Service Amazon EMR AWS CloudFormation AWS BatchAmazon EC2 Auto Scaling Amazon Elastic Container Service for Kubernetes EC2 Fleet AWS Thinkbox
  36. 36. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Stockholm Hong Kong Announced Regions Global compute platform for compute everywhere
  37. 37. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Low-latency apps drive need for hybrid cloud Same software Same services Same development and deployment model Same management tools Same infrastructure Available in the cloud or any on-premises datacenter
  38. 38. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Announcing AWS Outposts AWS OutpostsNEW! Run key AWS services locally Native access to full AWS services platform AWS designed and fully managed infrastructure Modern orchestration and deployment patterns Choice AWS or VMC management experience Deploy on-premises in datacenter or edge location Ideal for low-latency and local data processing
  39. 39. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS Storage
  40. 40. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Data AWS cloud storage is core …yielding bigger insights… …helping you innovate faster… …gives you unique scale… Building on or migrating an application to AWS… Most big data & data lakes Most managed databases Simplest enterprise applications Easiest data warehousing Singular query-in-place analytics Greatest reliability Highest security Most manageable Broadest compliance Widest portfolio Fastest innovation Active archive Disaster recovery IoT Artificial Intelligence Advanced developer tools Experienced consulting and support Methodical migration services The most data movement services
  41. 41. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Gartner Magic Quadrant Magic Quadrant for Public Cloud Storage Services, Worldwide – 2019 Positioned furthest for completeness of vision and highest for ability to execute in each report since inception in 2014 Magic Quadrant for Public Cloud Storage Services, July 2019 – Raj Bala, Julia Palmer This graphic was published by Gartner, Inc. as part of a larger research document and should be evaluated in the context of the entire document. The Gartner document is available upon request from Amazon Web Services. Gartner does not endorse any vendor, product or service depicted in its research publications, and does not advise technology users to select only those vendors with the highest ratings or other designation. Gartner research publications consist of the opinions of Gartner’s research organization and should not be construed as statements of fact. Gartner disclaims all warranties, expressed or implied, with respect to this research, including any warranties of merchantability or fitness for a particular purpose.
  42. 42. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS has been helping enterprises for 13 years Increase agility Accelerate innovation Strengthen security Reduce cost
  43. 43. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon FSx for Lustre More choice for more applications Object storage classes S3 Standard S3 Glacier Deep Archive S3 Glacier S3 Intelligent-Tiering S3 One Zone-IA S3 Standard-IA Block storage volume types Provisioned IOPS SSD Cold HDD Throughput-Optimized HDD File storage classes EFS Standard EFS Infrequent Access Elastic Amazon EFS AWS Storage Gateway Family Amazon S3 Amazon FSx for Windows File ServerAmazon EBS Amazon EC2 Backup AWS Backup NEW! NEW! NEW! NEW! NEW! NEW!
  44. 44. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. What are customers building? Backup & Restore Non-disruptive Easy place to start Integrated with all major vendors Archive & Compliance Media workflows Tape replacement Public Sector, FinServ, Healthcare/Life Sciences Home Directories Simple to move Less latency sensitive Significant cost savings Data Lakes Variety of analytics tools Foundation for AI/ML Built for streaming data Data visualization Business- Critical Applications Integrated with major vendors Fully managed infrastructure Lift-and-shift migrations
  45. 45. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved The broadest range of storage services Data movement OnlineOffline Data security and management Amazon EFS Amazon EBS Amazon S3 Amazon Glacier AWS KMS AWS IAM AWS CloudWatch AWS CloudTrail AWS CloudFormation AWS Lambda Amazon Macie AWS QuickSight AWS Snow Family AWS Storage Gateways AWS Direct Connect EFS File Sync S3 Transfer Acceleration 3rd Party Applications Amazon Kinesis Firehose
  46. 46. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved Amazon Simple Storage Service (S3) Designed for 99.999999999% durability Unmatched security and compliance capabilities Replication options across regions On-demand analytics Built-in support for SQL expressions with S3 Select Detailed data on usage patterns and access The most ways to move data in/out Security that helps the CISO Automated cost reduction tools Collect AnalyzeStore
  47. 47. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved Amazon Glacier Designed for 99.999999999% durability Replication options across regions Query-in-place analytics Expedited and bulk retrievals Regulatory compliance certifications Locking, encryption, audit and alerting tools ArchiveSecure Cost-effective
  48. 48. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved Object storage classes GlacierS3 Standard S3 Standard - Infrequent Access Automated Lifecycle Policies S3 One Zone - Infrequent Access Active data Millisecond access Min 3 AZs $0.023 Archive data Minutes to Hours Min 3 AZs $0.004 30 day min duration Millisecond access Min 3 AZs $0.0125 30 day min duration Millisecond access Min 1 AZ $0.01 Pricing is per GB per month in the US East (N. Virginia) region
  49. 49. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved designed for 99.99% durability Two copies on one site designed for 99.999% durability Copies on two sites designed for 99.999999999% durability GlacierStandard IA AWS Region Understanding Durability
  50. 50. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved Amazon Elastic Block Store Highly available Fault-tolerant Foundational for enterprise applications Consistently high IOPS and throughput Optimized for low-latency workloads Adjustable performance and price on the fly Supports applications without re-architecting Reliable PerformantTransparent
  51. 51. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved Amazon Elastic File System Automatically grows and shrinks Lower TCO than DIY or on-prem Consistent IOPS Consistent throughput Flexible client connectivity Fully managed Highly reliable regional design Secure No re-architecting required Elastic ScalableSimple
  52. 52. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved AWS offers the most data transport options AWS Direct Connect A private connection between your data center, office, or colocation environment and AWS AWS Snow family (Snowball, Snowball Edge, Snowmobile) Secure, physical transport appliances that move up to Exabytes of data into and out of AWS AWS Storage Gateways Hybrid storage that seamlessly connects on-premises applications to AWS storage. Ideal for backup, DR, bursting, tiering or migration Amazon Kinesis Firehose Capture, trans- form, & load streaming data into S3 for use with Amazon business intelligence and analytics tools Amazon EFS File Sync Up to 5x faster file transfers than open source tools. Ideal for migrating data into EFS or moving between cloud file systems Amazon S3 Transfer Acceleration Up to 300% faster transfers into and out of S3. Ideal when working with long geographic distances APN competency partners Integrations between 3rd party vendors and AWS services. Ideal for leveraging existing software licenses and skills Networks Shipping Hybrid
  53. 53. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved AWS Snow family AWS Snowball AWS Snowball Edge AWS Snowmobile • 80 TB capacity/10 G network • Data encryption end-to-end • Rugged 8.5 G impact case • Rain and dust resistant • 100 TB capacity/10 Gb network • Data encryption end-to-end • Rugged 8.5 G impact case • Rain and dust resistant • Compute and storage for hybrid/edge workloads • Rack-mountable, clusterable • Exabyte-scale 45ft container • Data encryption end-to-end • Dedicated security personnel • GPS tracking, alarm monitoring, 24/7 surveillance, and optional additional security
  54. 54. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. CloudWatch Resource and Application Monitoring Config Resource Configuration and Inventory Identity & Access Management Access Control and Key Management CloudTrail User Activity and Change Tracking Administration & Security
  55. 55. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Relational Referential integrity, ACID transactions, schema- on-write Lift and shift, ERP, CRM, finance Key-value High throughput, low- latency reads and writes, endless scale Real-time bidding, shopping cart, social, product catalog, customer preferences Document Store documents and quickly access querying on any attribute Content management, personalization, mobile In-memory Query by key with microsecond latency Leaderboards, real-time analytics, caching Graph Quickly and easily create and navigate relationships between data Fraud detection, social networking, recommendation engine Time-series Collect, store, and process data sequenced by time IoT applications, event tracking Ledger Complete, immutable, and verifiable history of all changes to application data Systems of record, supply chain, health care, registrations, financial Aurora, RDS DynamoDB DocumentDB ElastiCache Neptune Timestream QLDB AWS Service(s) Common Use Cases
  56. 56. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS Analytics – any workload, any scale Amazon SageMaker AWS Deep Learning AMIs Amazon Rekognition Amazon Lex AWS DeepLens Amazon Comprehend Amazon Translate Amazon Transcribe Amazon Polly Amazon Athena Amazon EMR Amazon Redshift Amazon Elasticsearch Service Amazon Kinesis Amazon QuickSight AWS Direct Connect AWS Snowball AWS Snowmobile AWS Database Migration Service AWS IoT Core Amazon Kinesis Data Firehose Amazon Kinesis Data Streams Amazon Kinesis Video Streams Data Lake on AWS Storage | Archival Storage | Data Catalog AnalyticsMachine Learning Real-time data movementTraditional data movement
  57. 57. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. ML FRAMEWORKS & INFRASTRUCTURE AI SERVICES REKOGNITION IMAGE POLLY TRANSCRIBE TRANSLATE COMPREHEND LEXREKOGNITION VIDEO Vision Speech Language Chatbots A M A Z O N S A G E M A K E R B U I L D T R A I N FORECAST Forecasting TEXTRACT PERSONALIZE Recommendations D E P L O Y Pre-built algorithms & notebooks Data labeling (GROUND TRUTH) One-click model training & tuning Optimization (N E O ) One-click deployment & hosting ML SERVICES Frameworks Interfaces Infrastructure EC2 P3 & P3dn EC2 C5 FPGAs GREENGRASS ELASTIC INFERENCE Reinforcement learning Algorithms & models ( AWS MARKETPLACE FOR MACHINE LEARNING) A W S D E E P R A C E R A W S D e e p L e n s Machine Learning on AWS
  58. 58. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Questions? 58

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