SKF Digitalization. Building a Digital Platform for an Enterprise Company. Jens Greiner Global Manager IoT Development

Transcription

1 SKF Digitalization Building a Digital Platform for an Enterprise Company Jens Greiner Global Manager IoT Development , Amazon Web Services, Inc. or its Affiliates. All rights reserved.

2 SKF Abstract SKF started in 2004 with cloud technology, home grown and business need driven. We learned soon, that adopting cloud services in an Enterprise company on a larger scale is quite different than a Start Up would do it. In this presentation we explain the journey for an Enterprise company like SKF to change the culture, technology and processes. Also how to showcase the benefit of AWS technology with rapid prototyping. In this showcase we use AWS services with a pure server less architecture. For an Enterprise integration we developed a functional reference architecture to support the Digitalization of SKF which defines the principles and guidelines to ensure fast and consistent development.

3 SKF Company

4 SKF a truly global company Established 1907 Sales 2015 SEK 75,997 million Employees 46,635 Production sites around 115 in 29 countries SKF presence in over 130 countries Distributors/dealers 17,000 locations Global certificates ISO OHSAS certification ISO SKF Group

5 Two value propositions Rotating equipment performance Product SKF Group

6 Digitalization Cloud Adoption in an Enterprise Meaning, Benefit, Challenges

7 Digital Business User Value Smart Services Service Layer Scalable, Reliable Secure Cost Efficient Digital Platform $ $ Asset Layer Smart Products $ SKF Group

8 Current Software Cloud Native Web App Database Machine Learning IoT Web App Machine Learning IoT Data Lake Mobile App Database Mobile App Speech to Text Speech to Text IoT Decision Tree SKF Group

9 Digital Platform - Service Catalog Cloud Services IoT Connectivity Internet of Things Cloud Native Consultancy Big Data Management Machine Learning Web Development Ad Hoc Analytics Advanced Analytics SKF Group

10 Digital Platform Consultancy Idea DevOps teams Scale 6 weeks Rapid Prototyping SKF domain experts Partnerships Business Evaluation SKF Project Spin Off

11 SKF Digital Platform How to build a technology stack to enable Digitalization in an Enterprise? 4.0

12 Digital Platform Value Stream Applications Security Data IaaS API IaaC User Mgmt. Device Mgmt. Data Lake Dashboards Digital Platform RDS Reports Data Index Machine Learning Batch Analytics Advanced Analytics Data Catalog Predictive Maintenance Lead generation New Business Models Improved Planning Recommender Expert Systems Value IoT Stream Analytics

13 Designed for continuous delivery of value! SKF Group

14 Digital Platform Reference Architecture Domain Functions Secure Data Authentication, Authorization Administration, Auditing Data Encryption Deliver Infrastructure Hardware, Network and OS Infrastructure / Network/ Encryption Security Job Scheduler, Process Audit Balance Control System Monitoring System Configuration/ Deployment Management/ Administration, Expose Information Analyze Data Store, Distribute and Process Data File Systems Data Warehouse, Data Marts Provision Data Deliver Service In-Memory Compute Analytics Databases Social Media and Text Analytics Media Analytics Web Portal Services / APIs Ingestion of Synchronous Streams Edge Data Federation Data Index Statistical Methods Speech Analytics Publish Queue Enterprise Search Machine Learning GIS Analytics Extract-Load -Transform- Data integration Ingestion of Asynchronous Streams and Batch Loads On-Premise Data Archive, Backup, Disaster Recovery Mobile App Real time reporting IaaS Traditional BI Analytic Scripts and Models Dashboard Extracts Data Access Services/APIs PaaS Visual Analytics Deep Learning Data Lake Load Landing Areas Manage Information Master Data Mgmt, Reference Data, Meta Data Mgmt Records Mgmt, Archive Strategy, Info Lifecycle Mgmt Data Classification, Data Quality, Data Stewardship Data Governance, Compliance Develop, Deploy, & Maintain Solutions SKF Enterprise Methods Design Tools DBA Tools Software and Model Management IOT Device and Asset Management Group Management Communication MGT and delivery Handling Network Connectivity Abstraction layer IOT Data MGT and repository Mediation and Rating

15 Asynchronous Data Ingest Pattern Batch File Change Data Capture Events & Messages Connectors to RDBMS & Dist. File System Connectors to APIs SKF Group 15

16 Reusability to increase efficiency! SKF Group

17 DevOps Culture Change Scalability with Security SKF Developer & Architects & SKF Operations Partnership + Operations Value with Speed SKF Group

18 Example Feedback App How fast could a scalable software be developed? 4.0

19 Application Example

20 Requirements Epic Easy feedback for any product with a rating and free text including the possibility to attach 1-n photos. This needs to be available in the data lake for further analytics. User Story The user should use a smartphone, typing the first letters in and get a prefiltered list of products. Selecting a product, putting a simple 1-5 star rating, optional add free text and / or photos Features Admin console Native App Database solution Self service registration Search and filter for products / ratings Export of results Scalable & secure

21 Ensure re-usability & highest speed Idea Workshop Reference Architecture Sprints Deploy Batch File Secure Data Authentication, Authorization Administration, Auditing Data Encryption Deliver Infrastructure Expose Information Analyze Data Web Portal Manage Information Services Mobile Extracts / APIs App Meta Data Mgmt Records Lifecycle Mgmt GIS Data Statist Analyt Stewardship ic ic Data Governance Change Data Capture Events & Messages Connectors to RDBMS & Dist. File System Connectors to APIs Job Scheduler, Balance Control System Monitoring System Configuration / Administratio n, Store, Distribute and Process Data Provision Data Deliver Service Analytics Databas es Data Index Extract-Load - Transform-Data Data Archive, Recovery File Systems Data Lake Load Landing Areas Data Access PaaS Develop, Deploy, & Maintain Solutions SKF Enterprise Methods Design Tools IOT SKF Group

22 Ensure re-usability & highest speed Idea Workshop Reference Architecture Sprints Deploy SKF Group

23 Services backend AWS Lambda AWS DynamoDB AWS Cloudformation AWS IAM AWS S3 AWS API Gateway Custom authorizer AWS Cognito SKF Group

24 Services frontend AWS Cognito AWS SDK JS SKF Group

25 Technologies Backend Java Maven YAML JSON Bash Frontend JavaScript HTML CSS SKF Group

26 SKF Group Feedback Overview

27 SKF Group Admin web app Overview

28 If it s not automated, it s not finished! SKF Group

29 SKF Group Cloudformation Complete template

30 Cloudformation Usage Structure Script Dynamic parameters AWS CloudFormation SKF Group

31 Cloudformation Structure api RestApi.yaml authorizer ApiKeyAuthorizer.yaml ApiUserAuthorizer.yaml function AddApplicationUser.yaml CreateApplication.yaml DeleteApplicationUser.yaml GetApplications.yaml GetApplicationSettings.yaml GetDesignations.yaml GetFeedbacks.yaml KeyAuthorizer.yaml PutDesignations.yaml PutFeedback.yaml S3ImageUploaded.yaml S3ResizeImage.yaml UpdateApplicationName.yaml UpdateApplicationState.yaml UpdateApplicationUser.yaml UserAuthorizer.yaml storage FeedbackBucket.yaml FeedbackWebBucket.yaml table ApplicationTable.yaml DesignationTable.yaml FeedbackTable.yaml Parameters.yaml SKF Group

32 SKF Group Cloudformation Structure

33 Cloudformation Script Deployment Merge micro templates Upload template Update stack Deploy Bash S3 Cloudformation API Gateway Code Web Create package Maven Upload package S3 Sync web folder S3 SKF Group

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36 Thank you! and my Team!