Integrated Data Environment (IDE) using eqube

Transcription

1 Integrated Data Environment (IDE) using eqube October 2018 Dinesh Khaladkar President & CEO Copyright 2015 eq Technologic, Inc. All rights reserved. 1

2 Some of our Customers 2

3 Key business drivers Productivity Lean & Agile Top & bottom line growth Market share Innovation Executives Reduce NVA Planners need complete info Complete Kits are available Parts, tools, fixtures, EWI, CAM programs are available Manufacturing Reduce NVA Need in-context complete info available on-demand Intuitive UI facilitating entire process Engineering Need a unified view of the customer Holistic performance indicators Marketing & Sales Reduce the # of Systems & complexity Need to ensure the right info is available in the appropriate systems Agile, resilient, & scalable integration infrastructure IT Intuitive UI that facilitates the entire business transaction End users don t need to learn and suffer through each Systems UI Improve product and process quality with reduction in costs and cycle time Common targets 3

4 Overall requirements Agile, resilient, & scalable integration infrastructure For-purpose apps that federate and aggregate data facilitating the holistic business process for the end-user Legacy system migration consolidation / rationalization of systems Disconnected, Disrupted, Intermittent, and Limited (D-DIL) secure collaboration across networks (with partners, customers, and suppliers) Solutions incorporating IIOT Big-data These are the requirements for an Integrated Data Environment (IDE) Comprehensive business process orchestration Modern BI / analytics capability to timely address organizational decision needs 4

5 eqube-mi Select Customer Case Studies BAE SYSTEMS MAI (Typhoon program), UK Northrop Grumman GD Mission Systems US Navy NAVSEA United Launch Alliance BAE SYSTEMS Marine Rolls-Royce GE Oil & Gas Adient GE Transportation B/E Aerospace L-3 CSW Lockheed Martin Advanced Development Lockheed Martin Aero (F-35 program) US Navy NAVAIR Spirit Aerosystems 5

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7 Digital Backbone Actionable Insight Enterprise-wide BI Legacy Systems Files Sensors Data Warehouse Databases Web Services eqube -MI Digital Backbone Databases or or Hot Data Store Warm Data Store Enterprise Data Lake Cold Data Store 7

8 eqube Platform eqube Offerings Sources Platform eqube-mi eqube-tm eqube-bi eqube-dp MI Engine API Gateway BI- In Memory OLAP Server Security Services (Access control & Governance) Analytics Server Event Mgmt. & Scheduling Services Data Ingestion & Transformation Services UI services Data Model Management Data Virtualization Layer Distributed Cache Application Semantics Data Access Services Legacy Systems Databases Webservices APIs Files Sensors Big data Files, Sensors, Big data Object Storage PLM ERP MES Logistics MRO ALM Planning SAP Oracle EBS IFS Teamcenter Windchill Primavera DOORS IBM-Rational Oracle PLM ARAS SharePoint JEDMICS Applications 8

9 eqube based solutions Integration, synchronization & migration Enterprise-wide application integration infrastructure PLM, ERP, ALM, MES, Planning systems, CAD, Config. systems, ESM, logistics systems, Big-data stores, sensory data etc. Data Federation with Action For purpose apps with simple & intuitive UI for dramatic productivity improvements Orchestration of enterprise-wide business processes Fully integrated process execution spanning multiple systems Secure information collaboration across networks, partners, suppliers, and customers Flexible, scalable, and robust infrastructure Supports Disconnected, Disrupted, Intermittent, and Limited (D-DIL) operations Application consolidation / legacy system migration Application synchronization leading to orderly migration Executing Action based on analytics insight leading to action Development of Data Lake and Data Warehouse Master data management Common parts, ebom, etc. Business Intelligence & Visibility Modern BI platform for enterprise-wide visibility (Rapid-BI) Self-serve sentence based analytics (NLP) Information aggregation for actionable insight Rapid-BI solution for analyzing Big-data BI and visibility in PLM Teamcenter reporting & analytics Logical data warehouse Enterprise data quality Data profiling data quality assessment and correction / repair Before and after migration Before and after integrations Continuous health monitoring of critical data Process & data integrity 9

10 Digital Backbone Enterprise-wide application integration environment Legacy Systems Files Sensors Data Warehouse Databases Web Services eqube -MI Digital Backbone Databases or or Hot Data Store Warm Data Store Enterprise Data Lake Cold Data Store 10

11 Applications eqube reference architecture for IDE For purpose Applications Sentence based analytics Search, KPIs, dashboards, report & analyze Sources eqube Platform (API Gateway) (With Data Profiling & Analytics Server) Security Services (Access control & Governance) Distributed Cache Event Mgmt. & Scheduling Services Data Ingestion & Transformation Services Data Model & Semantics Data Virtualization Layer Hot Data Store Warm Data Store or or Legacy 1 db Cold Data Store Legacy 2 db Legacy Systems Legacy 3 db Files Sensors Data Warehouse Enterprise Data Lake 11

12 eqube -MI Digital Backbone Business process orchestration using the eqube Platform Change Notice with Manufacturing Parts goes through PLM Workflow MI trigger is called for each part from PLM sub-workflow 1 Teamcenter to SAP Part Number & Description Document Type/Sub Type Criticalities 2 SAP attributes Updated in Teamcenter Plant, Unit Of Measure, Procure Type, Material Status 5 SAP to Teamcenter Plant, Unit Of Measure, Procure Type Material Status 4 SAP creates the Material Master 3 Creation of Material masters in SAP from Manufacturing part in Teamcenter 12

13 Poll for stakeholder review assignments CN in workflow review step Extract objects and attributes Metadata attributes and PDFs Call assy JT_creator to download JT files JT files Business process orchestration using the eqube Platform High Security Network Lower Security Network Create visual issues and attach Session Package, Small/Large Images eqube -MI Digital Backbone 7 Generate session package file and images 8 Session package Visualization Creation of visual issues, session package, and images in SharePoint from data in Teamcenter 13

14 eqube -MI Digital Backbone eqube -MI Reverse Invoke Server Reverse Proxy Server (Optional) Internet Secure collaboration across high & low security networks Disconnected, Disrupted, Intermittent, and Limited (D-DIL) operations High Security Network Lower Security Networks Relational db + Reverse Proxy Server (Optional) eqube -MI Reverse Invoke Gateway + eqube -MI Digital Backbone Relational db Access db Excel files File extracts File extracts ClearCase ClearQuest Primavera & Unifier Access db Excel files Reverse Proxy Server (Optional) eqube -MI Reverse Invoke Gateway + eqube -MI Digital Backbone Relational db Access db Excel files File extracts 14

15 Secure collaboration Disconnected / Air Gap mode eqube -MI Digital Backbone eqube -MI Digital Backbone Network A Network B Security Officer Security Officer 15

16 Migration / Integration Methodology I E T L V Data Profiler Transformation Modeling Digital Backbone Migration and Integration Enterprise-wide BI - Reporting/Analytics 16

17 Migration strategies to responsibly retire legacy systems Migration Solution built on eqube-mi provides multiple, proven application migration / consolidation strategies Bulk load + deltas Bulk load + one-way sync legacy to new sync by program / project Migration by domains + one way sync New to legacy sync for BOMs, changes, etc. Bi-directional synchronization Bulk load + On-demand migration Once objects are transferred to new system, ownership is changed from legacy to new, and changes to those objects are synched back to legacy End result: orderly migrations completed without any black-outs on Programs 17

18 Migration Strategies - Bulk Load with Delta(s) Source System(s) Go-live First bulk migration Size and run-time for delta continues to shrink, allowing shutdown of source systems on a weekend Target System(s) 18

19 Migration Strategies Bulk Load with One way Sync Legacy to Target by programs / projects Source System(s) First bulk migration Delta runs contain data only for programs or projects which have not yet switched to Target System Project/Program/Team Go-live Target System(s) 19

20 Synchronize Synchronize Synchronize Migration Strategies Bulk Load with One way Sync Target to Legacy by Functional Domains Source System(s) Transition Complete EBOM Documents Change Migration is performed by domains making the Target System the new owner. MI synchronizes in reverse direction till transition is complete Target System(s) 20

21 Synchronize Migration Strategies Contd. Bi-directional Synchronization leading to migration Source System(s) Transition Complete Bulk or human initiated Object(s) Bulk or Individual objects are transitioned from source to Target. Ownership is changed gradually over a period of time leading to on Demand synchronization Target System(s) 21

22 The work 22

23 eqube-mi Digital Backbone Data Lake Architecture using the eqube Platform Legacy 1 db Legacy 2 db Legacy n db Batch Hot Data Store or Real time Stream Ingest Data Augment Data models Build Semantics Enterprise Data Lake Warm Data Store Cold Data Store or 23

24 eqube -MI Digital Backbone Data Warehouse and analytics using the eqube Platform PLM + ERP + Files + db to MI to Data Warehouse PLM Dashboard Legacy System Oracle db SQL server db File Extracts Access db Excel files Self-Serve Ad-hoc Self-serve Data mash-ups Portal, KPIs, Dashboards 24

25 Master data management using eqube platform Traditional approach Central MDM store ETL processes to populate & maintain central MDM store Change controlled in the central MDM store Elaborate change process needs to be created and maintained Changes need to be propagated back to the source systems. Time consuming, slow, and expensive approach eq recommended approach for MDM Keep data where it belongs in the Source systems No central repository or store For key elements system of record ( SOR ) is designated All changes are managed in that SOR MI propagates those changes to other systems as required If information from SOR has to be replicated then MI can replicate However, in many cases information can be federated on demand, in context, and honoring security rules of the system and SOR 25

26 eqube-mi Hybrid Integration platform Next generation Hybrid application integration platform Not Only ESB architecture Single platform for Application Integration and data federation Application synchronization leading to orderly migration Application consolidation and application retirement Supports various integration strategies without having to write code for the last-mile connectivity to applications: ESB type: Message-oriented Service orchestration based Common (canonical) data model based Loosely coupled application-to-application type API Gateway type 26

27 eqube platform Key differentiators Single integrated platform that delivers Solutions Core common services leveraged by eqube products Pre-built comprehensive eqube Connectors that honor ACL / security rules of applications Maintained by eq across multiple versions of the underlying application Innovative Data Virtualization layer Easily aggregates data from multiple applications in-memory No need to have intermediate data mart or data warehouse Semantic layer (leverages domain ontologies) Further simplifies read & write interactions with the underlying applications Key to our vision of Democratizing BI No coding required for the last-mile connectivity To develop interfaces for application integration / synchronization To fetch data from multiple sources data mashups - BI 27

28 Digital Backbone Actionable Insight Enterprise-wide BI Legacy Systems Files Sensors Data Warehouse Databases Web Services eqube -MI Digital Backbone Databases or or Hot Data Store Warm Data Store Enterprise Data Lake Cold Data Store 28

29 Digital Backbone Actionable Insight eqube as well as the graphic representation of the logo of eqube with a drawing of a cube are Registered Trademarks of eq Technologic, Inc., registered in the United States Patent and Trademark Office. All other logos, trademarks or service marks used herein are the property of their respective owners. Nothing contained herein is intended to claim ownership of, title to, interest in or sponsorship of the owners of product(s) identified by logos, trademarks or service marks, whether or not registered, which are not specifically stated to be owned by eq Technologic, Inc. 29

30 We simply deliver! eqube as well as the graphic representation of the logo of eqube with a drawing of a cube are Registered Trademarks of eq Technologic, Inc., registered in the United States Patent and Trademark Office. All other logos, trademarks or service marks used herein are the property of their respective owners. Nothing contained herein is intended to claim ownership of, title to, interest in or sponsorship of the owners of product(s) identified by logos, trademarks or service marks, whether or not registered, which are not specifically stated to be owned by eq Technologic, Inc. 30