A NEW PLATFORM FOR A NEW ERA
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1 A NEW PLATFORM FOR A NEW ERA
2 Data Microservices with Spring Breaking the enterprise integration monolith Fred 2
3 About Me Fred Melo Mountain View, melofred Copyright Copyright Pivotal. Pivotal. All All rights rights reserved. reserved. 3
4
5
6 Going Agile - Breaking the monolith Conway s Law and Microservices Order Mgmt User Mgmt Shipping Inventory Payment User Mgmt Payment Order Mgmt Inventory Shipping Dev Team
7 Automating through the Platform Order Mgmt Deploy > cf push Cloud Controller BBS (message bus) App Deployed Router
8 Upgrade Order Mgmt User Mgmt Update Scale Migrate Re-deploy Pivotal Cloud Foundry Distribute
9 System A Integration Bus / ESB Order Mgmt User Mgmt Inventory Shipping Payment System B
10 System A Integration Bus / ESB Order Mgmt Inventory System B User Mgmt Shipping
11 System A Order Mgmt Inventory Integration Bus / ESB System B E T L Data Warehouse User Mgmt Shipping
12 System A??? Integration Bus / ESB E T L Data Warehouse Order Mgmt Inventory System B User Mgmt Shipping
13 Anatomy of a typical Integration Pipeline Data Source Processing Step Processing Step Processing Step Processing Step Destination Data Monolith
14 Upgrade Update Scale Source Processing Step Processing Step Processing Step Processing Step Destination Migrate Re-deploy Integration Pipeline Distribute
15 Source Processing Step Processing Step Processing Step Processing Step Destination Integration Pipeline
16 Spring Cloud Stream Data Messaging Microservices Data Binding Abstraction Layer Data Transport Options Integration Pipeline
17 Infrastructure Transparency Spring Cloud DataFlow Orchestrate composable Data Microservices on modern runtimes Transport Transparency HTTP Processors Data Pipeline Visual Design Sources Data Microservice Data Microservice Data Microservice Data Microservice Destinations S3 Integrated Metrics Integrated Monitoring Greenplum Database Aggregated Logging Pivotal Cloud Foundry Auto Healing Auto Scaling
18 Infrastructure Transparency Transport Transparency Data Pipeline Visual Design Integrated Metrics Backing Services Integrated Monitoring Aggregated Logging Pivotal Cloud Foundry Auto Healing Transport Options Auto Scaling
19 Spring Cloud Data Flow HTTP JSON Filter Transform Enrich Sample pipeline Custom Deploy Pivotal Cloud Foundry
20 DEMO Fast Data" Machine Learning Normal High Risk
21 Rest / HTTP Browser Transactions GemFire? Machine Learning Greenplum Analytics
22 GemFire Train Machine Learning (Clustering) Greenplum Analytics
23 GemFire transaction value High Risk Low Risk Train Medium Risk distance from home location Machine Learning (Clustering) Greenplum Analytics
24 Suspects GemFire + Distance from home ML Evaluation high risk transactions Train Machine Learning (Clustering) PMML Greenplum Analytics
25 Rest / HTTP Browser Transactions GemFire + Distance from hom High Risk Alerts Greenplum
26 Business Microservices Data Microservices Recommendation Engine Actionable insights PMML Model Order Mgmt Payments Data Warehouse Inventory Shipping External services Pivotal Cloud Foundry
27 A NEW PLATFORM FOR A NEW ERA
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