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Koneksys
Offering Services to Connect Data using
Link-Enabling APIs
February 2021
Koneksys
● Created in 2012 by Axel Reichwein
● Located in San Francisco
● Focused on offering services to connect
data by using open standards
● Composed of remote consultants
located in Mexico and Brazil
2
Services and Solutions Created by Koneksys
OSLC Solutions
● OSLC APIs
● Integrations with IBM® Engineering
Lifecycle Management (ELM)
3
Engineering-related
● Integrations with Cameo SysML,
Simulink, Modelica, FMI, PLM, etc.
Pilot Projects
● To create new mashup apps for
global-level data management
● UI Design
Research
● NIST grant to develop new
interoperability standard for FEA
models
Koneksys Clients
4
● Engineering organizations
● Software vendors
● Research organizations
● Universities
● Standards organizations
Koneksys CEO: Axel Reichwein
● Developer of multiple data integration solutions based on Open
Services for Lifecycle Collaboration (OSLC)
● Background in aerospace engineering
● Previously involved in standardization efforts related to SysML
(Systems Modeling Language)
5
Data Integration Problem
6
Why Data Integration Matters
7
“When you have data coming at you from too many different
sources, you run into a data integration challenge. As near as I can
tell, that is what is causing problems for nearly every major
enterprise on the planet. Most enterprises are siloed, meaning they
have independently constructed data stores, perhaps for each
business unit. The problem comes when these business units
want to integrate their data”
“Benefit we expect from Big Data depends on seamless data
integration. Solving the problem of how to improve data
integration is going to be key in getting the most benefit from all
the data being created”
Computer scientist specializing in
database research.
2005 IEEE John von Neumann Medal
and 2014 ACM Turing Award Winner.
Michael Ralph Stonebraker
In Engineering: Many Data Silos
8
Product Lifecycle
Management
(PLM)/
Mechanical
Engineering
Application
Lifecycle
Management
(ALM)/ Software
Engineering
Business
Intelligence/
Analytics
Enterprise
Resource Planning
(ERP)/
Manufacturing
etc.
How can I
establish
traceability
How do I know
what is
related to
what?
How can I
assess the
impact of a
change?
How can I manage
changes/updates?
Link Enabling APIs
9
Link-Enabling APIs For Humans To Connect
Data Across Silos As Needed
10
Resource Discovery Through Hypermedia
without Switching Applications
11
Application #1 can discover data of Application #2 and display
possible link targets to the user within Application #1
Web API 1 can discover API
Resources of API 2 and
display possible link targets
to the user within Web App 2
i
Hypermedia Example To Discover URL
12
What is the URL of the Web page describing a specific
soccer game?
As a user, I know the main entry point Web page (e.g.
kicker.de)
I also know the category of the game (e.g. Bundesliga)
And then I can find the specific game and its URL (e.g.
https://www.kicker.de/dortmund-gegen-mainz-2021-b
undesliga-4667193/spielbericht )
Entry Point
List of data containers
Resources of a specific
type within a container
URL of specific resource
Hypermedia Applied to an API
13
All OSLC APIs support the discovery
of resources exposed by the API
according to:
● Data container
● Version of data container
● Resource type
● Sometimes full-text search
http://api2.com/serviceprovidercatalog
http://api2.com/serviceproviders
http://api2.com/model1/parameters
http://api2.com/model1/parameters/12
Entry Point
List of data containers
Resources of a specific
type within a container
URL of specific resource
Link-Enabling APIs help create Linked Data
14
Link-Enabling APIs help create
Configuration-Managed Linked Data
15
Open Services for Lifecycle Collaboration
Standard for Link-enabling APIs
● Based on Linked Data principles
● REST API
● Supporting resource and service
discovery
● Generic data aspects and API
discovery aspects described in a
standard way
● Easily consumable by knowledge
graphs
16
Schemas for Generic Data Aspects
● API entry point and services
● Containers of resources
● Shapes (and constraints) of resources
● Versions of resources
● Change events on resources
● Resource access rules
New Linked Data Applications based on Linked Data
17
Examples of Koneksys Solutions
18
OSLC APIs for Various Engineering Apps
● Cameo Systems Modeler
● PTC Integrity
● Jama
● Simulink
● FMI
● AMESim
● Ansys Minerva
19
OSLC SDK in Python (PyOSLC)
20
https://github.com/cslab/pyoslc
Data
GET
POST
PUT
DELETE
OSLC API
Client
RDF Lib
Python
HTTP RDF
Consumer-oriented APIs for IBM Doors Next
Generation (DNG)
We go “underwater” to discover and use many different
IBM DNG/RQM APIs with limited or no documentation
We create simple, clean, approachable
consumer-oriented APIs for developers wanting to
access data in IBM DNG/RQM
21
OSLC APIs
Reportable
REST APIs
DNG Module API
DNG Private Header
Requests
RQM/DNG Incoming
links endpoint
DNG Locks API
DNG Multi Request
API DNG View/
SPARQL API
Other endpoints
called by frontend
Linked Data Applications
22
Link Prediction Algorithms
Link Editors Linked Data Visualization
Global Configuration Management
Thanks and get in touch!
axel.reichwein@koneksys.com
23

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Koneksys Presentation March 2021

  • 1. Koneksys Offering Services to Connect Data using Link-Enabling APIs February 2021
  • 2. Koneksys ● Created in 2012 by Axel Reichwein ● Located in San Francisco ● Focused on offering services to connect data by using open standards ● Composed of remote consultants located in Mexico and Brazil 2
  • 3. Services and Solutions Created by Koneksys OSLC Solutions ● OSLC APIs ● Integrations with IBM® Engineering Lifecycle Management (ELM) 3 Engineering-related ● Integrations with Cameo SysML, Simulink, Modelica, FMI, PLM, etc. Pilot Projects ● To create new mashup apps for global-level data management ● UI Design Research ● NIST grant to develop new interoperability standard for FEA models
  • 4. Koneksys Clients 4 ● Engineering organizations ● Software vendors ● Research organizations ● Universities ● Standards organizations
  • 5. Koneksys CEO: Axel Reichwein ● Developer of multiple data integration solutions based on Open Services for Lifecycle Collaboration (OSLC) ● Background in aerospace engineering ● Previously involved in standardization efforts related to SysML (Systems Modeling Language) 5
  • 7. Why Data Integration Matters 7 “When you have data coming at you from too many different sources, you run into a data integration challenge. As near as I can tell, that is what is causing problems for nearly every major enterprise on the planet. Most enterprises are siloed, meaning they have independently constructed data stores, perhaps for each business unit. The problem comes when these business units want to integrate their data” “Benefit we expect from Big Data depends on seamless data integration. Solving the problem of how to improve data integration is going to be key in getting the most benefit from all the data being created” Computer scientist specializing in database research. 2005 IEEE John von Neumann Medal and 2014 ACM Turing Award Winner. Michael Ralph Stonebraker
  • 8. In Engineering: Many Data Silos 8 Product Lifecycle Management (PLM)/ Mechanical Engineering Application Lifecycle Management (ALM)/ Software Engineering Business Intelligence/ Analytics Enterprise Resource Planning (ERP)/ Manufacturing etc. How can I establish traceability How do I know what is related to what? How can I assess the impact of a change? How can I manage changes/updates?
  • 10. Link-Enabling APIs For Humans To Connect Data Across Silos As Needed 10
  • 11. Resource Discovery Through Hypermedia without Switching Applications 11 Application #1 can discover data of Application #2 and display possible link targets to the user within Application #1 Web API 1 can discover API Resources of API 2 and display possible link targets to the user within Web App 2 i
  • 12. Hypermedia Example To Discover URL 12 What is the URL of the Web page describing a specific soccer game? As a user, I know the main entry point Web page (e.g. kicker.de) I also know the category of the game (e.g. Bundesliga) And then I can find the specific game and its URL (e.g. https://www.kicker.de/dortmund-gegen-mainz-2021-b undesliga-4667193/spielbericht ) Entry Point List of data containers Resources of a specific type within a container URL of specific resource
  • 13. Hypermedia Applied to an API 13 All OSLC APIs support the discovery of resources exposed by the API according to: ● Data container ● Version of data container ● Resource type ● Sometimes full-text search http://api2.com/serviceprovidercatalog http://api2.com/serviceproviders http://api2.com/model1/parameters http://api2.com/model1/parameters/12 Entry Point List of data containers Resources of a specific type within a container URL of specific resource
  • 14. Link-Enabling APIs help create Linked Data 14
  • 15. Link-Enabling APIs help create Configuration-Managed Linked Data 15
  • 16. Open Services for Lifecycle Collaboration Standard for Link-enabling APIs ● Based on Linked Data principles ● REST API ● Supporting resource and service discovery ● Generic data aspects and API discovery aspects described in a standard way ● Easily consumable by knowledge graphs 16 Schemas for Generic Data Aspects ● API entry point and services ● Containers of resources ● Shapes (and constraints) of resources ● Versions of resources ● Change events on resources ● Resource access rules
  • 17. New Linked Data Applications based on Linked Data 17
  • 18. Examples of Koneksys Solutions 18
  • 19. OSLC APIs for Various Engineering Apps ● Cameo Systems Modeler ● PTC Integrity ● Jama ● Simulink ● FMI ● AMESim ● Ansys Minerva 19
  • 20. OSLC SDK in Python (PyOSLC) 20 https://github.com/cslab/pyoslc Data GET POST PUT DELETE OSLC API Client RDF Lib Python HTTP RDF
  • 21. Consumer-oriented APIs for IBM Doors Next Generation (DNG) We go “underwater” to discover and use many different IBM DNG/RQM APIs with limited or no documentation We create simple, clean, approachable consumer-oriented APIs for developers wanting to access data in IBM DNG/RQM 21 OSLC APIs Reportable REST APIs DNG Module API DNG Private Header Requests RQM/DNG Incoming links endpoint DNG Locks API DNG Multi Request API DNG View/ SPARQL API Other endpoints called by frontend
  • 22. Linked Data Applications 22 Link Prediction Algorithms Link Editors Linked Data Visualization Global Configuration Management
  • 23. Thanks and get in touch! axel.reichwein@koneksys.com 23