GoDataFest 2019 Data Hubs
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This document discusses architectural patterns and security best practices for data-intensive AWS platforms. It provides an overview of AWS services for data lakes, analytics, machine learning and networking. Specific sections cover permissions management using IAM, SCP and resource-based policies, data ingestion from databases into S3, analytics using Glue and Athena, and deploying a SageMaker model using API Gateway. The final slides discuss a data hub implementation at Pathé.
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Scale 02 king_summit_aws
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What is Cloud Computing with AWS at Websummit Dublin
In this talk from the Dublin Websummit 2014 AWS Technical Evangelist Ian Massingham introduces the benefits of cloud computing with AWS, discusses examples of some of the organisations that are using AWS today and talks through the range of AWS services that you can use to run your applications, workloads and services in the AWS cloud.
Introduction to the AWS Cloud from Digital Tuesday Meetup
These are the slides that I used for my Introduction to AWS talk at the South Wales Digital Tuesday Meetup on the 2nd of December 2014.
Find out more about Digital Tuesday at their website here: http://www.digital-tuesday.com/
Similar to GoDataFest 2019 Data Hubs (20)
Introduction to Cloud Computing with Amazon Web Services and Customer Case Study
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みなさんこんにちはこれ何文字まで入るの？40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの？えこ...
ここ3000字までしか入らないけどタイトルの方がたくさん文字入ると思います。
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Webinar Recording: https://www.panagenda.com/webinars/hcl-notes-and-domino-license-cost-reduction-in-the-world-of-dlau/
The introduction of DLAU and the CCB & CCX licensing model caused quite a stir in the HCL community. As a Notes and Domino customer, you may have faced challenges with unexpected user counts and license costs. You probably have questions on how this new licensing approach works and how to benefit from it. Most importantly, you likely have budget constraints and want to save money where possible. Don’t worry, we can help with all of this!
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Cosa hanno in comune un mattoncino Lego e la backdoor XZ?
ABSTRACT: A prima vista, un mattoncino Lego e la backdoor XZ potrebbero avere in comune il fatto di essere entrambi blocchi di costruzione, o dipendenze di progetti creativi e software. La realtà è che un mattoncino Lego e il caso della backdoor XZ hanno molto di più di tutto ciò in comune.
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BIO: Sostenitrice del software libero e dei formati standard e aperti. È stata un membro attivo dei progetti Fedora e openSUSE e ha co-fondato l'Associazione LibreItalia dove è stata coinvolta in diversi eventi, migrazioni e formazione relativi a LibreOffice. In precedenza ha lavorato a migrazioni e corsi di formazione su LibreOffice per diverse amministrazioni pubbliche e privati. Da gennaio 2020 lavora in SUSE come Software Release Engineer per Uyuni e SUSE Manager e quando non segue la sua passione per i computer e per Geeko coltiva la sua curiosità per l'astronomia (da cui deriva il suo nickname deneb_alpha).
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みなさんこんにちはこれ何文字まで入るの？40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの？えこ...
みなさんこんにちはこれ何文字まで入るの？40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの？えこ...
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GoDataFest 2019 Data Hubs
- 1. Data HubsData Hubs Architectural Patterns & Security BestArchitectural Patterns & Security Best Practices for Data-Intensive AWSPractices for Data-Intensive AWS PlatformsPlatforms Martijn van DongenMartijn van Dongen AWS Cloud Evangelist | Founder AWSug.nl | AWS APN AmbassadorAWS Cloud Evangelist | Founder AWSug.nl | AWS APN Ambassador 1
- 3. Doing "Consultancy"Doing "Consultancy" Currently @ PathéCurrently @ Pathé 3
- 6. Data HubsData Hubs Architectural Patterns & Security BestArchitectural Patterns & Security Best Practices for Data-Intensive AWSPractices for Data-Intensive AWS PlatformsPlatforms Martijn van DongenMartijn van Dongen AWS Cloud Evangelist | Founder AWSug.nl | AWS APN AmbassadorAWS Cloud Evangelist | Founder AWSug.nl | AWS APN Ambassador 6
- 7. Well Known Analytics & ML ServicesWell Known Analytics & ML Services Athena EMR QuickSight GlueLake Formation Sagemaker Forecast Personalize DeepRacer Rekognition S3 IAM 7
- 8. But, how about these...?But, how about these...? EFS KMS API Gateway RDSDMS VPC VPN Transit Gateway ECS Lambda 8
- 9. High Level OverviewHigh Level Overview AWS Cloud CRM ERP Database Migration Service S3 Data Lake Sagemaker Athena API Gateway Quicksight Analysts Apps 9
- 10. So, AWS Lake Formation?So, AWS Lake Formation? 10
- 11. PermissionsPermissions AWS Account Key Management Service Users S3 Organizations Service Control Policies Key Policies Identity-Based Policies Bucket Policies Resource- Based Policies 11
- 12. Service Control Policies (SCP)Service Control Policies (SCP) Statement: - Sid: "DenyAllOutsideEU" Effect: Deny NotAction: - "s3:*" - "rds:*" - "ec2:*" # ... Resource: "*" Condition: StringNotEquals: "aws:RequestedRegion": - "eu-west-1" - "eu-central-1" 12
- 13. Identity-Based Policies (IAM)Identity-Based Policies (IAM) Statement: - Sid: "AllowUserSeeBuckets" Effect: Allow Action: - "s3:ListAllMyBuckets" Resource: "arn:aws:s3:::*" - Sid: "AllowUserReadDataSet" Effect: Allow Action: - "s3:Get*" Resource: - "arn:aws:s3:::examplebucket/dataset/*" 13
- 14. Identity-Based Policies (IAM)Identity-Based Policies (IAM) Statement: - Sid: "AllowUserReadDataSet" Effect: Allow Action: - "s3:Get*" Resource: - "arn:aws:s3:::examplebucket/dataset/*" Condition: StringEquals: { "s3:ResourceTag/PCI": "False" } 14
- 15. Resource-Based PoliciesResource-Based Policies Statement: - Sid: "DenyWhenNotEncrypted" Effect: Deny Principal: * Action: "s3:PutObject" Resource: "arn:aws:s3:::examplebucket/*" Condition: StringNotLikeIfExists: { "s3:x-amz-server-side-encryption-aws-kms-key-id": "arn:aws:kms:eu-west-1:111122223333:key/*" } 15
- 16. NetworkingNetworking AWS Cloud Datacenter A Datacenter B CRM ERP Data Transit VPC Dev VPC Transit Gateway DMS Sagemaker S3 Data Lake 16
- 17. Data IngestionData Ingestion Source Database Migration Service RDS S3 Staging Glue S3 Datalake Internet 17
- 18. OverviewOverview AWS Cloud CRM ERP Database Migration Service S3 Data Lake Sagemaker Athena API Gateway Quicksight Analysts Apps 18
- 20. OverviewOverview AWS Cloud CRM ERP Database Migration Service S3 Data Lake Sagemaker Athena API Gateway Quicksight Analysts Apps 20
- 21. Sagemaker VPCSagemaker VPC VPC Public subnet Private subnet Data subnet Elastic File SystemNAT Gateway Internet Sagemaker VPC EndpointS3 Data Lake 21
- 22. Now publish that APINow publish that API S3 Datalake Sagemaker Elastic Container Repository Internet Elastic Container Service (ECS) ECS for Kubernetes API Gateway Sagemaker Inference Lambda 22
- 23. Pathé Data HubPathé Data Hub Diederik MeijerinkDiederik Meijerink 23