How AI, OpenAI, and ChatGPT impact business and software.
FIWARE Global Summit - Implementing the European Data Economy with FIWARE Technologies
1. Implementing the European Data Space with FIWARE technologies
FIWARE Global Summit, 8 May 2018
Dr. Christoph Lange (University of Bonn / Fraunhofer Institute for Intelligent Analysis and Information Systems IAIS)
Industrial Data Space / Big Data Europe Architecture
2. Ways of managing data in Boost4.0
Exchanging data with trusted
business partners
• e.g., Smart Connected
Production Pilots: digital twin
of entire value chain (Volvo,
Gestamp)
→ Industrial Data Space
Architecture
http://www.internationaldataspace.org
Large-scale local analysis of
data / knowledge graphs
• e.g., Smart Production
Planning & Management
Pilot: self-learning virtual
factory (VW Auto Europa),
predictive maintenance
(several partners)
→ Big Data Europe Platform
http://big-data-europe.eu
3. Data variety as a challenge
Exchanging data with trusted
business partners
Large-scale local analysis of
data / knowledge graphs
Source: Gesellschaft für Informatik
4. Data variety as a challenge
Exchanging data with trusted
business partners
Different data space
participants use different …
• standards
• formats
• terminologies
• conventions
Large-scale local analysis of
data / knowledge graphs
Cases of high data variety:
• customisable machine tools
(FILL)
• mobile robots fleet (FIAT)
• production logistics
planning: ERP, PDM, CRM,
SCM (Volvo)
5. Role of Vocabularies in the IDS
Source: IDS Reference Architecture Model v2.0, 2018
6. Zoom into the vocabulary provider
http://vocol.iais.fraunhofer.de/
Holistic vocabulary
development in collaboration
of data engineers and domain
experts
→ bridges conceptual models
and executable code
8. Semantic Big Data http://sansa-stack.net/
• proven business value
• horizontal scalability
• high expressiveness (not flat)
• data integration and exchange