Energizing the Manufacturing Industry With Kubernetes And Cloud Native

on YouTube ↗30m

" summary

IndustryFusion builds a cloud native digital twin for metal processing that runs machine gateways, factory servers, and cloud on CNCF certified Kubernetes clusters to avoid vendor lock‑in. It models devices with RDF/JSON‑LD and enforces rules with SHACL, then translates those constraints into Apache Flink Streaming SQL jobs managed by a custom Kubernetes operator. Data flows through Kafka into Flink with Cassandra for time series, Scorpio broker and Postgres for graph state, and the demo shows SHACL violations generating alerts that clear when JSON‑LD updates fix the model.

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" chapters (17)

1. 0:00Intro
2. 0:17Agenda
3. 1:04Small & Medium Businesses in European Manufacturing
4. 2:51IndustryFusion' Foundation (IFF) - Self Empowerment of SMBs
5. 4:01Reference Use Case: „Smartness for OpEx
6. 5:56Domain Expert Cooperation and Safety are Biggest Challenge to Create Value
7. 8:02Semantic Web in a Nutshell: Resource Description Framework (RDF)
8. 9:14Entities of the Semantic Web: JSON-LD
9. 10:22Validation of the Semantic Web: Shapes Constraint Language (SHACL)
10. 11:55Semantic Web Summary
11. 12:50Motivation for Selected Architecture
12. 14:48IndustryFusion Architectural Overview
13. 16:09Semantic SQL K8s Operator: Declarative Data Processing Generated from SHACL
14. 17:10Everything is a topic... and a relational table
15. 18:09IndustryFusion Semantic SQL KBS Operator: CRDs to Manage Tables and SQL Execution
16. 26:07Kubernets and Industrial SMBS - Does it Fit?
17. 28:12Conclusion, Future Work & Call to Action

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