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Building an Event-Driven Hybrid Digital Twin With Dynamic-Des

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April 29, 20269 min read Data Engineering System Architecture Building Real-Time Digital Twins With Dynamic-DesDigital TwinDiscrete Event SimulationDynamic-DesIoTKafkaPythonSimPy

In Part 2 of our series, we dive into the code and architecture of dynamic-des. Learn how to use the Switchboard pattern, mutable resources, and dynamic topic routing to transform a static model into a synchronized forecasting engine.

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Jaehyeon Kim
Jaehyeon Kim
Developer Experience at Factor House
Taxonomies
Data Streaming 68 Data Engineering 33 Development 28 Data Analysis 17 Data Integration 12 Kubernetes 5 Security 5 Data Architecture 3 Data Processing 3 Machine Learning 3 Big Data 2 System Architecture 2 Data Platform 1 Industry 4.0 1 Stream Processing 1 Web Development 1
Python 72 Apache Kafka 63 Docker 51 AWS 50 R 37 Apache Flink 32 Kpow 23 Apache Beam 17 Kafka Connect 15 Amazon MSK 14 Apache Spark 14 AWS Lambda 14 Dbt 13 Amazon EMR 11 Kubernetes 8 Pyflink 8 Kotlin 7 Change Data Capture (CDC) 6 Debezium 6 PostgreSQL 6 Amazon DynamoDB 5 Apache Airflow 5 Factor House Local 5 PySpark 5 Amazon API Gateway 4 Amazon Athena 4 AWS Glue 4 AWS Glue Schema Registry 4 BigQuery 4 FastAPI 4 Minikube 4 R Shiny 4 RServe 4 Amazon EKS 3 Amazon QuickSight 3 Apache Hudi 3 Digital Twin 3 Discrete Event Simulation 3 EMR on EKS 3 GCP 3 ALL 151
Kafka Development With Docker 11 Apache Beam Python Examples 10 Real Time Streaming With Kafka and Flink 7 DBT Pizza Shop Demo 6 Tree Based Methods in R 6 Apache Beam Local Development With Python 5 DBT for Effective Data Transformation on AWS 5 Getting Started With Real-Time Streaming in Kotlin 5 Kafka Connect for AWS Services Integration 5 Serverless Data Product 4 Data Lake Demo Using Change Data Capture 3 Getting Started With Pyflink on AWS 3 Kafka Development on Kubernetes 3 Parallel Processing on Single Machine 3 Realtime Dashboard With FastAPI, Streamlit and Next.js 3 API Development With R 2 Building Real-Time Digital Twins With Dynamic-Des 2 DBT Guide for Production 2 Deploy Python Stream Processing App on Kubernetes 2 From Prototype to Production: Real-Time Product Recommendation With Contextual Bandits 2 ALL 23
2026 6 2025 13 2024 29 2023 39 2022 15 2021 7 2020 1 2019 5 2018 2 2017 6 2016 6 2015 15 2014 5
Posts
  • featured.png
    Building an Event-Driven Hybrid Digital Twin With Dynamic-Des
    April 29, 2026
  • featured.png
    Why Digital Twins Are Rewiring Industry 4.0
    April 22, 2026
  • featured.png
    Building a Real-Time Industrial Digital Twin With Apache Flink and Online Machine Learning
    April 21, 2026
  • featured.png
    Slides as Code: Integrating Reveal.js Into My Hugo Blog
    March 9, 2026
  • featured.gif
    Productionizing an Online Product Recommender Using Event Driven Architecture
    February 23, 2026
  • featured.png
    Stream Processing With Flink in Kotlin
    December 10, 2025
  • featured.gif
    Guide to Building Integrated Web Applications With FastAPI and NiceGUI
    November 19, 2025
  • featured.png
    Self-Service Data Platform via a Multi-Tenant SQL Gateway
    July 17, 2025
  • featured.png
    Flink Table API - Declarative Analytics for Supplier Stats in Real Time
    June 17, 2025
  • featured.png
    Flink DataStream API - Scalable Event Processing for Supplier Stats
    June 10, 2025
  • featured.png
    Building an Event-Driven Hybrid Digital Twin With Dynamic-Des
    April 29, 2026
  • featured.png
    Why Digital Twins Are Rewiring Industry 4.0
    April 22, 2026
  • featured.png
    Building a Real-Time Industrial Digital Twin With Apache Flink and Online Machine Learning
    April 21, 2026
  • featured.png
    Slides as Code: Integrating Reveal.js Into My Hugo Blog
    March 9, 2026
  • featured.gif
    Productionizing an Online Product Recommender Using Event Driven Architecture
    February 23, 2026
  • featured.gif
    Prototyping an Online Product Recommender in Python
    January 27, 2026
  • featured.png
    Stream Processing With Flink in Kotlin
    December 10, 2025
  • featured.gif
    Guide to Building Integrated Web Applications With FastAPI and NiceGUI
    November 19, 2025
  • featured.png
    Self-Service Data Platform via a Multi-Tenant SQL Gateway
    July 17, 2025
  • featured.png
    Flink Table API - Declarative Analytics for Supplier Stats in Real Time
    June 17, 2025
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Jaehyeon Kim

Developer Experience at Factor House

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