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Creating a Value Chain with
IoT
Alexander Alten-Lorenz: Chief Architect Digital, E.On SE
IoT and connected devices will generate...
*IDC, "Unlocking the Power of IoT Through
Actionable Insights from Data Analytics, May 2018"
90ZB
of IoT data*
by 2025
Ultimately, the global energy solution
business turns into a global IoT
business. To tackle the challenge,
developing and running a world class
IoT streaming platform will be
paramount...
Impact on the Energy Industry
The Problem to solve?
Data Transmission Products
Combined 5G and
IoT / IIoT Applications
Smart
City
Self-
driving
Cars
Wearables
Healthcare
Customer
….
Earnings
?
Envision Prototype Deploy
© icons Google Cloud
IoT is evolving: From Connectivity to Insights
Cost Effective Integration
Public Cloud
Cloud Native Platform
Cost Effective Integration
On Premise
Cloud Native Platform
Cost Effective Integration
Public Cloud On Premise
Hybrid Cloud Platform
Device Data
Aggregated
Data
Build or bring
your own model
Trained ML model
Data
Deploy trained
ML model
Build and train ML model in your Cloud
IoT Edge
Real-time Analytics & ML on local devices
Operational
Data
© icons Google Cloud
Using IoT Edge as Workbench
A sustainable IoT platform is built on 4 principles:
● Cloud-provider agnostic
● Horizontally scalable
● Infrastructure as code (Cloud Native)
● Microservices
Architecture Principles
Product A Product B Product C Product D
Device Twin Connectors Models Devices
Cloud Native: Microservices, BigData, AI / ML / Legacy Integration
Open Embedded Containerized Operating System
6. Business Applications
5. Platform Services
3. Connectivity
2. Edge
6 Layer Architecture Pattern
MQTT Broker and Routing
4. Platform
OnPrem ETL / Push
1. Sensor
Thank you
About me:
Big Data and IoT at scale Evangelist
20+ years software building experience in various projects (ASF, Linux,
OpenBSD)
Speaker, Blogger, Digital Native and Nerd
Get in touch:
LinkedIn: linkedin.com/in/alexanderalten
Twitter: @mapredit
Cloud
IoT Core
Device Twin (Read)
Kubernetes
Device Twin (Push)
Kubernetes
Device Twin (Write)
Kubernetes
Cloud
SQL
Cloud
SQL
Redis
Kubernetes
RabbitMQ
Kubernetes
Raw
Reported State
Kafka
Validated
Reported State
Kafka
Raw
Desired State
Kafka
Validated
Desired State
Kafka
Router
Kubernetes
Validator
Kubernetes
Validator
Kubernetes
Nginx Ingress
Kubernetes
Cloud
Pub/Sub
Models
Kubernetes
Devices
Kubernetes
Devices
Business Products
Example Backend Architecture GCP

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Creating a value chain with IoT

  • 1. Creating a Value Chain with IoT Alexander Alten-Lorenz: Chief Architect Digital, E.On SE
  • 2. IoT and connected devices will generate... *IDC, "Unlocking the Power of IoT Through Actionable Insights from Data Analytics, May 2018" 90ZB of IoT data* by 2025
  • 3. Ultimately, the global energy solution business turns into a global IoT business. To tackle the challenge, developing and running a world class IoT streaming platform will be paramount... Impact on the Energy Industry
  • 4. The Problem to solve? Data Transmission Products Combined 5G and IoT / IIoT Applications Smart City Self- driving Cars Wearables Healthcare Customer …. Earnings ?
  • 5. Envision Prototype Deploy © icons Google Cloud IoT is evolving: From Connectivity to Insights
  • 6. Cost Effective Integration Public Cloud Cloud Native Platform
  • 7. Cost Effective Integration On Premise Cloud Native Platform
  • 8. Cost Effective Integration Public Cloud On Premise Hybrid Cloud Platform
  • 9. Device Data Aggregated Data Build or bring your own model Trained ML model Data Deploy trained ML model Build and train ML model in your Cloud IoT Edge Real-time Analytics & ML on local devices Operational Data © icons Google Cloud Using IoT Edge as Workbench
  • 10. A sustainable IoT platform is built on 4 principles: ● Cloud-provider agnostic ● Horizontally scalable ● Infrastructure as code (Cloud Native) ● Microservices Architecture Principles
  • 11. Product A Product B Product C Product D Device Twin Connectors Models Devices Cloud Native: Microservices, BigData, AI / ML / Legacy Integration Open Embedded Containerized Operating System 6. Business Applications 5. Platform Services 3. Connectivity 2. Edge 6 Layer Architecture Pattern MQTT Broker and Routing 4. Platform OnPrem ETL / Push 1. Sensor
  • 12. Thank you About me: Big Data and IoT at scale Evangelist 20+ years software building experience in various projects (ASF, Linux, OpenBSD) Speaker, Blogger, Digital Native and Nerd Get in touch: LinkedIn: linkedin.com/in/alexanderalten Twitter: @mapredit
  • 13. Cloud IoT Core Device Twin (Read) Kubernetes Device Twin (Push) Kubernetes Device Twin (Write) Kubernetes Cloud SQL Cloud SQL Redis Kubernetes RabbitMQ Kubernetes Raw Reported State Kafka Validated Reported State Kafka Raw Desired State Kafka Validated Desired State Kafka Router Kubernetes Validator Kubernetes Validator Kubernetes Nginx Ingress Kubernetes Cloud Pub/Sub Models Kubernetes Devices Kubernetes Devices Business Products Example Backend Architecture GCP