D2: Predix Migration & IT Integration (Predix Transform 2016)
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http://predixtransform.com Your legacy tech stack is wrong. Rewrite it for Predix. No, that's not the message of this talk. Instead, we will provide practical, tested tips on how to safely adopt Predix into your organization. You will be equipped with concrete examples, case studies, and recommendations. We'll also show you a live session demonstrating a third-party data integration with Predix, from data extraction to ingestion into Predix and Hadoop platforms.
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D2: Predix Migration & IT Integration (Predix Transform 2016)
- 1. D2: Predix Migration & IT Integration Matt Momont, Aditi Shete, Sudhakar Reddy
- 2. 2PREDIX TRANSFORM Lazy Data noun Information stored but not fully utilized. Has insights waiting to be found: The lazy data lived untouched, on- premise for the last 10 years.
- 3. 3PREDIX TRANSFORM Agenda Application Migration1 Data Integration Monolith to Microservices GE O&G Demo 2 3 4 Get Started5
- 4. 4PREDIX TRANSFORM Picture Here Your Migration Gurus Matt Momont • Software Director, GE Power • Predix developer for 3 years • Developer #1 predix.io Aditi Shete • Staff Developer, GE Digital • Predix developer for 2 years • Previously Yahoo, EMC, Oracle Sudhakar Reddy • Sr. Architect, GE Oil & Gas • Predix developer for 3 years • Previously VISA, Charles Schwab, AT&T
- 5. 5PREDIX TRANSFORM Agenda Application Migration1 Data Integration2 Monolith to Microservices GE O&G Demo 3 4 Get Started5
- 7. 7PREDIX TRANSFORM Migrating Monolith Problems • Resists change • Spaghetti code • Tightly coupled to framework
- 8. 8PREDIX TRANSFORM Monolith Migration Tips • Pick independent functionality • Refactor towards SOA • Keep business logic framework agnostic
- 9. 9PREDIX TRANSFORM Application Migration Images: unisci24.com, Toyota Hybrid – Monolith to microservices Forklift – Scoop up and replant
- 15. 15PREDIX TRANSFORM Agenda Application Migration1 Data Integration2 Monolith to Microservices GE O&G Demo 3 4 Get Started5
- 16. 16PREDIX TRANSFORM Picture Here Example Infrastructure
- 17. 17PREDIX TRANSFORM Data Opportunities • Data is not replicated • Hard to scale • Limited data analysis • Cables are a trip hazard
- 18. 18PREDIX TRANSFORM Data Integration • Expose your data via API • WebSockets stream to Time Series • Predix Machine bridges on-premise to cloud
- 19. 19PREDIX TRANSFORM Data Integration • Expose your data via API • WebSockets stream to Time Series • Predix Machine bridges on-premise to cloud
- 20. 20PREDIX TRANSFORM Predix Predix Machine On-premise Predix Machine Sensor Time Series WebSocket OPC-UA HTTP
- 21. 21PREDIX TRANSFORM Agenda Application Migration1 Data Integration2 Monolith to Microservices GE O&G Demo 3 4 Get Started5
- 22. 22PREDIX TRANSFORM Data Tier Middle Tier Client Tier Typical Client Server Architecture
- 23. 23PREDIX TRANSFORM Basics • Spring Boot, embedded Tomcat • Create Service Instances – RDBMS - PostgreSql,MySql – Message Broker – RabbitMQ – Key Value store - Redis • Predix Services – Asset, TImeSeries, Blob Store • Custom User Provided Services • Unified Logs – ELK stack – Logstash – Elastic Search storage and indexing – Kibana for visualization • Application Monitoring – New Relic Manifest.yml applications: - name: app-services path: ./target/app-services.jar memory: 1024M instances: 2 services: - app-rabbitmq cf push cf env cf logs app-services --recent cf create-service p-rabbitmq-35 standard app-rabbitmq cf cups app-oracle -p ‘{“host”:”3.349.7.240”, “port”:”1433”,"username”:"someadmin","password":"pa55woRD"}’
- 24. 24PREDIX TRANSFORM Extracting to Microservices Dashboard UI ConfigurationService LegacyProxyBusinessFunction2BusinessFunction1 ServiceFacadeA AssetModel Customers Redis MongoDB RDBMS Predix Asset MetaData
- 25. 25PREDIX TRANSFORM Design Patterns & Challenges • Facade • Caching • Circuit Breaker – Netflix (Hystrix) • Distributed Transactions – Distributed locks – Event / Subscribe Model • Service Registration and Discovery – (Netflix Eureka) Service A Service E Service C Service F Service B Service D Service G Dashboard UI FacadeService
- 26. 26PREDIX TRANSFORM Spring Cloud Netflix • REST Client Builder Netflix Feign • Circuit Breaker Netflix Hystrix • Service Registration and Discovery, Health Monitoring Netflix Eureka • Configuration – External Properties, Static Data – Spring Cloud Bus • Client side Load Balancing Netflix Ribbon
- 27. 27PREDIX TRANSFORM Agenda Application Migration1 Data Integration2 Monolith to Microservices GE O&G Demo 3 4 Get Started5
- 29. 29PREDIX TRANSFORM Source System Data Collector PredixMachine / Field Agent Time SeriesServices Asset Services Alarm Services Waveform Services Asset Machine &Equipment Health Maintenance Optimization User Management Device Management Repository Management Reliability Management Target Architecture Message Broker API AMQPS PredixUI Time Series Alarms Waveform Legacy Apps (System 1) Refactored/ Migration Code Predix WebSocket/HTTPS HTTPS MQTT Time SeriesServices Asset Services Alarm Services Waveform Services
- 31. 31PREDIX TRANSFORM Recap Make your lazy data actionable with Predix • Hybrid application migration • Predix Machine bridges on-premise to cloud
- 32. 32PREDIX TRANSFORM Get Started • Training • Documentation • Sample Code • Tutorials • Partners predix.io
- 33. 33PREDIX TRANSFORM Resources • Deploying microservice architectures with Pivotal Cloud Foundry • Microservices Resource Guide - Martin Fowler • Spring Cloud Netflix
- 34. General Electric reserves the right to make changes in specifications and features, or discontinue the product or service described at any time, without notice or obligation. These materials do not constitute a representation, warranty or documentation regarding the product or service featured. Illustrations are provided for informational purposes, and your configuration may differ. This information does not constitute legal, financial, coding, or regulatory advice in connection with your use of the product or service. Please consult your professional advisors for any such advice. GE, Predix and the GE Monogram are trademarks of General Electric Company. ©2016 General Electric Company – All rights reserved.