SlideShare a Scribd company logo
1 of 14
Download to read offline
Headphones production 4.0
A cloud based Industry Iot
solution for quality improvement
Stefan Kirner Straßburg, 27.9.2018
2
Stefan Kirner
Teamlead Business Intelligence Solutions
inovex GmbH, Karlsruhe
› More than 15 years experience with Microsoft Business
Intelligence toolset
› Microsoft Certified Systems Expert (MCSE)
› Data Management and Analytics
› Cloud Platform and Infrastructure
› Microsoft P-TSP Data Platform
› Chapter leader SQL PASS e.V. Community Karlsruhe
› Speaker at conferences and community user groups
› Mail: stefan.kirner@inovex.de
Twitter: @KirnerKa
1. Produces headphones, microphones and conference
technology since 1924
2. 350 employees ~ small firm sector
3. Headquarters in Heilbronn, Subsidiaries in USA, India,
Singapore
4. www.beyerdynamic.de
3
The customer
Beyerdynamic GmbH
4
The customers setup – smart factory
robot 1
machine 2
robot n
workpiece 1
workpiece 2
Quality checks
parameters
parameters
parameters
Check results
Product
• New innovative production
lines
• Customer programs robots and
invents specialized production
technique
• Many parameters as input
(>1000 per device)
• Automized quality checks to
meet highest quality standards
• identify problems in manufacturing processes in
realtime? („this should also look fancy“)
• find out which parameters settings drive which product
quality properties for optimization? („you could use this
machine learning thing“)
• store any data of the production process? („at moderate
costs of course“)
5
IT department was asked
Could you help us to
6
They answered
Hmm, this sounds crazy! We would need new data centers
and 100+ tech guys with know-how about this rocket
science stuff!
But…wait, there is this public cloud thing, lets have a look!
› Scalability to infinity
› Cutting edge technology
› Agile Setup
› Relaxed IT staff
› Fast innovation circles
› Cost Optimization
› Global scenarios
› Increased reliability
› Flexibility for test-environments
Why using public cloud for analytics?
What Platform-as-a-service offers
8
One of the challenges – data format
Data Format is semi-structured in Json by field gateways
Schema-on-read pattern – log anything, use only needed
Enrichment with master data for visualization
9
Overview of the choosen architecture
Demo Realtime Monitoring
10
1. Customer uses real time monitoring next to the
assembly line (and anywhere else they want)
2. Ongoing data exploration with diverse technologies
leads to increased productivity
3. Tons of data is stored continously and ready for
analysis
4. The IT department of the customer is still alive 
11
Conclusion
What has been achieved?
12
Customer statement:
Beyerdynamic GmbH
Case study
See online:
https://www.inovex.de/en/references/c
ase-studies/beyerdynamic-headphone-
production-40/
inovex is an IT project house
with a focus on digital transformation
‣ Product Discovery · Product Ownership
‣ Web · UI/UX · Replatforming · Microservices
‣ Mobile · Apps · Smart Devices · Robotics
‣ Big Data & Business Intelligence Platforms
‣ Data Science · Data Products · Search · Deep Learning
‣ Data Center Automation · DevOps · Cloud · Hosting
‣ Agile Training · Technology Training · Coaching
Using technology to inspire our clients.
And ourselves.
Karlsruhe · Pforzheim · Stuttgart · München · Köln · Hamburg
www.inovex.de/en

More Related Content

More from inovex GmbH

Prometheus on Kubernetes
Prometheus on KubernetesPrometheus on Kubernetes
Prometheus on Kubernetesinovex GmbH
 
Deep Learning for Recommender Systems
Deep Learning for Recommender SystemsDeep Learning for Recommender Systems
Deep Learning for Recommender Systemsinovex GmbH
 
Representation Learning von Zeitreihen
Representation Learning von ZeitreihenRepresentation Learning von Zeitreihen
Representation Learning von Zeitreiheninovex GmbH
 
Talk to me – Chatbots und digitale Assistenten
Talk to me – Chatbots und digitale AssistentenTalk to me – Chatbots und digitale Assistenten
Talk to me – Chatbots und digitale Assistenteninovex GmbH
 
Künstlich intelligent?
Künstlich intelligent?Künstlich intelligent?
Künstlich intelligent?inovex GmbH
 
Das Android Open Source Project
Das Android Open Source ProjectDas Android Open Source Project
Das Android Open Source Projectinovex GmbH
 
Machine Learning Interpretability
Machine Learning InterpretabilityMachine Learning Interpretability
Machine Learning Interpretabilityinovex GmbH
 
Performance evaluation of GANs in a semisupervised OCR use case
Performance evaluation of GANs in a semisupervised OCR use casePerformance evaluation of GANs in a semisupervised OCR use case
Performance evaluation of GANs in a semisupervised OCR use caseinovex GmbH
 
People & Products – Lessons learned from the daily IT madness
People & Products – Lessons learned from the daily IT madnessPeople & Products – Lessons learned from the daily IT madness
People & Products – Lessons learned from the daily IT madnessinovex GmbH
 
Infrastructure as (real) Code – Manage your K8s resources with Pulumi
Infrastructure as (real) Code – Manage your K8s resources with PulumiInfrastructure as (real) Code – Manage your K8s resources with Pulumi
Infrastructure as (real) Code – Manage your K8s resources with Pulumiinovex GmbH
 
Remote First – Der Arbeitsplatz in der Cloud
Remote First – Der Arbeitsplatz in der CloudRemote First – Der Arbeitsplatz in der Cloud
Remote First – Der Arbeitsplatz in der Cloudinovex GmbH
 
Data Science und Machine Learning im Kubernetes-Ökosystem
Data Science und Machine Learning im Kubernetes-ÖkosystemData Science und Machine Learning im Kubernetes-Ökosystem
Data Science und Machine Learning im Kubernetes-Ökosysteminovex GmbH
 
TTD Tatort-driven Development
TTD Tatort-driven DevelopmentTTD Tatort-driven Development
TTD Tatort-driven Developmentinovex GmbH
 
Down the event-driven road: Experiences of integrating streaming into analyti...
Down the event-driven road: Experiences of integrating streaming into analyti...Down the event-driven road: Experiences of integrating streaming into analyti...
Down the event-driven road: Experiences of integrating streaming into analyti...inovex GmbH
 
React mit TypeScript – eine glückliche Ehe
React mit TypeScript – eine glückliche EheReact mit TypeScript – eine glückliche Ehe
React mit TypeScript – eine glückliche Eheinovex GmbH
 
Manage your bare-metal infrastructure with a CI/CD-driven approach
Manage your bare-metal infrastructure with a CI/CD-driven approachManage your bare-metal infrastructure with a CI/CD-driven approach
Manage your bare-metal infrastructure with a CI/CD-driven approachinovex GmbH
 
Connected Cooking powered by MQTT
Connected Cooking powered by MQTTConnected Cooking powered by MQTT
Connected Cooking powered by MQTTinovex GmbH
 
MQTT in the Enterprise – How to successfully run an MQTT Message Broker
MQTT in the Enterprise – How to successfully run an MQTT Message BrokerMQTT in the Enterprise – How to successfully run an MQTT Message Broker
MQTT in the Enterprise – How to successfully run an MQTT Message Brokerinovex GmbH
 

More from inovex GmbH (20)

Prometheus on Kubernetes
Prometheus on KubernetesPrometheus on Kubernetes
Prometheus on Kubernetes
 
Deep Learning for Recommender Systems
Deep Learning for Recommender SystemsDeep Learning for Recommender Systems
Deep Learning for Recommender Systems
 
Azure IoT Edge
Azure IoT EdgeAzure IoT Edge
Azure IoT Edge
 
Representation Learning von Zeitreihen
Representation Learning von ZeitreihenRepresentation Learning von Zeitreihen
Representation Learning von Zeitreihen
 
Talk to me – Chatbots und digitale Assistenten
Talk to me – Chatbots und digitale AssistentenTalk to me – Chatbots und digitale Assistenten
Talk to me – Chatbots und digitale Assistenten
 
Künstlich intelligent?
Künstlich intelligent?Künstlich intelligent?
Künstlich intelligent?
 
Dev + Ops = Go
Dev + Ops = GoDev + Ops = Go
Dev + Ops = Go
 
Das Android Open Source Project
Das Android Open Source ProjectDas Android Open Source Project
Das Android Open Source Project
 
Machine Learning Interpretability
Machine Learning InterpretabilityMachine Learning Interpretability
Machine Learning Interpretability
 
Performance evaluation of GANs in a semisupervised OCR use case
Performance evaluation of GANs in a semisupervised OCR use casePerformance evaluation of GANs in a semisupervised OCR use case
Performance evaluation of GANs in a semisupervised OCR use case
 
People & Products – Lessons learned from the daily IT madness
People & Products – Lessons learned from the daily IT madnessPeople & Products – Lessons learned from the daily IT madness
People & Products – Lessons learned from the daily IT madness
 
Infrastructure as (real) Code – Manage your K8s resources with Pulumi
Infrastructure as (real) Code – Manage your K8s resources with PulumiInfrastructure as (real) Code – Manage your K8s resources with Pulumi
Infrastructure as (real) Code – Manage your K8s resources with Pulumi
 
Remote First – Der Arbeitsplatz in der Cloud
Remote First – Der Arbeitsplatz in der CloudRemote First – Der Arbeitsplatz in der Cloud
Remote First – Der Arbeitsplatz in der Cloud
 
Data Science und Machine Learning im Kubernetes-Ökosystem
Data Science und Machine Learning im Kubernetes-ÖkosystemData Science und Machine Learning im Kubernetes-Ökosystem
Data Science und Machine Learning im Kubernetes-Ökosystem
 
TTD Tatort-driven Development
TTD Tatort-driven DevelopmentTTD Tatort-driven Development
TTD Tatort-driven Development
 
Down the event-driven road: Experiences of integrating streaming into analyti...
Down the event-driven road: Experiences of integrating streaming into analyti...Down the event-driven road: Experiences of integrating streaming into analyti...
Down the event-driven road: Experiences of integrating streaming into analyti...
 
React mit TypeScript – eine glückliche Ehe
React mit TypeScript – eine glückliche EheReact mit TypeScript – eine glückliche Ehe
React mit TypeScript – eine glückliche Ehe
 
Manage your bare-metal infrastructure with a CI/CD-driven approach
Manage your bare-metal infrastructure with a CI/CD-driven approachManage your bare-metal infrastructure with a CI/CD-driven approach
Manage your bare-metal infrastructure with a CI/CD-driven approach
 
Connected Cooking powered by MQTT
Connected Cooking powered by MQTTConnected Cooking powered by MQTT
Connected Cooking powered by MQTT
 
MQTT in the Enterprise – How to successfully run an MQTT Message Broker
MQTT in the Enterprise – How to successfully run an MQTT Message BrokerMQTT in the Enterprise – How to successfully run an MQTT Message Broker
MQTT in the Enterprise – How to successfully run an MQTT Message Broker
 

Recently uploaded

%+27788225528 love spells in Atlanta Psychic Readings, Attraction spells,Brin...
%+27788225528 love spells in Atlanta Psychic Readings, Attraction spells,Brin...%+27788225528 love spells in Atlanta Psychic Readings, Attraction spells,Brin...
%+27788225528 love spells in Atlanta Psychic Readings, Attraction spells,Brin...masabamasaba
 
%in kaalfontein+277-882-255-28 abortion pills for sale in kaalfontein
%in kaalfontein+277-882-255-28 abortion pills for sale in kaalfontein%in kaalfontein+277-882-255-28 abortion pills for sale in kaalfontein
%in kaalfontein+277-882-255-28 abortion pills for sale in kaalfonteinmasabamasaba
 
WSO2CON 2024 Slides - Open Source to SaaS
WSO2CON 2024 Slides - Open Source to SaaSWSO2CON 2024 Slides - Open Source to SaaS
WSO2CON 2024 Slides - Open Source to SaaSWSO2
 
%in Midrand+277-882-255-28 abortion pills for sale in midrand
%in Midrand+277-882-255-28 abortion pills for sale in midrand%in Midrand+277-882-255-28 abortion pills for sale in midrand
%in Midrand+277-882-255-28 abortion pills for sale in midrandmasabamasaba
 
Artyushina_Guest lecture_YorkU CS May 2024.pptx
Artyushina_Guest lecture_YorkU CS May 2024.pptxArtyushina_Guest lecture_YorkU CS May 2024.pptx
Artyushina_Guest lecture_YorkU CS May 2024.pptxAnnaArtyushina1
 
WSO2CON 2024 - Does Open Source Still Matter?
WSO2CON 2024 - Does Open Source Still Matter?WSO2CON 2024 - Does Open Source Still Matter?
WSO2CON 2024 - Does Open Source Still Matter?WSO2
 
%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...
%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...
%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...masabamasaba
 
WSO2CON 2024 - Navigating API Complexity: REST, GraphQL, gRPC, Websocket, Web...
WSO2CON 2024 - Navigating API Complexity: REST, GraphQL, gRPC, Websocket, Web...WSO2CON 2024 - Navigating API Complexity: REST, GraphQL, gRPC, Websocket, Web...
WSO2CON 2024 - Navigating API Complexity: REST, GraphQL, gRPC, Websocket, Web...WSO2
 
WSO2CON2024 - It's time to go Platformless
WSO2CON2024 - It's time to go PlatformlessWSO2CON2024 - It's time to go Platformless
WSO2CON2024 - It's time to go PlatformlessWSO2
 
%+27788225528 love spells in new york Psychic Readings, Attraction spells,Bri...
%+27788225528 love spells in new york Psychic Readings, Attraction spells,Bri...%+27788225528 love spells in new york Psychic Readings, Attraction spells,Bri...
%+27788225528 love spells in new york Psychic Readings, Attraction spells,Bri...masabamasaba
 
MarTech Trend 2024 Book : Marketing Technology Trends (2024 Edition) How Data...
MarTech Trend 2024 Book : Marketing Technology Trends (2024 Edition) How Data...MarTech Trend 2024 Book : Marketing Technology Trends (2024 Edition) How Data...
MarTech Trend 2024 Book : Marketing Technology Trends (2024 Edition) How Data...Jittipong Loespradit
 
%in Hazyview+277-882-255-28 abortion pills for sale in Hazyview
%in Hazyview+277-882-255-28 abortion pills for sale in Hazyview%in Hazyview+277-882-255-28 abortion pills for sale in Hazyview
%in Hazyview+277-882-255-28 abortion pills for sale in Hazyviewmasabamasaba
 
WSO2CON 2024 - API Management Usage at La Poste and Its Impact on Business an...
WSO2CON 2024 - API Management Usage at La Poste and Its Impact on Business an...WSO2CON 2024 - API Management Usage at La Poste and Its Impact on Business an...
WSO2CON 2024 - API Management Usage at La Poste and Its Impact on Business an...WSO2
 
Large-scale Logging Made Easy: Meetup at Deutsche Bank 2024
Large-scale Logging Made Easy: Meetup at Deutsche Bank 2024Large-scale Logging Made Easy: Meetup at Deutsche Bank 2024
Large-scale Logging Made Easy: Meetup at Deutsche Bank 2024VictoriaMetrics
 
WSO2Con2024 - From Code To Cloud: Fast Track Your Cloud Native Journey with C...
WSO2Con2024 - From Code To Cloud: Fast Track Your Cloud Native Journey with C...WSO2Con2024 - From Code To Cloud: Fast Track Your Cloud Native Journey with C...
WSO2Con2024 - From Code To Cloud: Fast Track Your Cloud Native Journey with C...WSO2
 
WSO2Con2024 - WSO2's IAM Vision: Identity-Led Digital Transformation
WSO2Con2024 - WSO2's IAM Vision: Identity-Led Digital TransformationWSO2Con2024 - WSO2's IAM Vision: Identity-Led Digital Transformation
WSO2Con2024 - WSO2's IAM Vision: Identity-Led Digital TransformationWSO2
 
Love witchcraft +27768521739 Binding love spell in Sandy Springs, GA |psychic...
Love witchcraft +27768521739 Binding love spell in Sandy Springs, GA |psychic...Love witchcraft +27768521739 Binding love spell in Sandy Springs, GA |psychic...
Love witchcraft +27768521739 Binding love spell in Sandy Springs, GA |psychic...chiefasafspells
 
%in ivory park+277-882-255-28 abortion pills for sale in ivory park
%in ivory park+277-882-255-28 abortion pills for sale in ivory park %in ivory park+277-882-255-28 abortion pills for sale in ivory park
%in ivory park+277-882-255-28 abortion pills for sale in ivory park masabamasaba
 
WSO2CON 2024 - Freedom First—Unleashing Developer Potential with Open Source
WSO2CON 2024 - Freedom First—Unleashing Developer Potential with Open SourceWSO2CON 2024 - Freedom First—Unleashing Developer Potential with Open Source
WSO2CON 2024 - Freedom First—Unleashing Developer Potential with Open SourceWSO2
 

Recently uploaded (20)

%+27788225528 love spells in Atlanta Psychic Readings, Attraction spells,Brin...
%+27788225528 love spells in Atlanta Psychic Readings, Attraction spells,Brin...%+27788225528 love spells in Atlanta Psychic Readings, Attraction spells,Brin...
%+27788225528 love spells in Atlanta Psychic Readings, Attraction spells,Brin...
 
%in kaalfontein+277-882-255-28 abortion pills for sale in kaalfontein
%in kaalfontein+277-882-255-28 abortion pills for sale in kaalfontein%in kaalfontein+277-882-255-28 abortion pills for sale in kaalfontein
%in kaalfontein+277-882-255-28 abortion pills for sale in kaalfontein
 
WSO2CON 2024 Slides - Open Source to SaaS
WSO2CON 2024 Slides - Open Source to SaaSWSO2CON 2024 Slides - Open Source to SaaS
WSO2CON 2024 Slides - Open Source to SaaS
 
%in Midrand+277-882-255-28 abortion pills for sale in midrand
%in Midrand+277-882-255-28 abortion pills for sale in midrand%in Midrand+277-882-255-28 abortion pills for sale in midrand
%in Midrand+277-882-255-28 abortion pills for sale in midrand
 
Artyushina_Guest lecture_YorkU CS May 2024.pptx
Artyushina_Guest lecture_YorkU CS May 2024.pptxArtyushina_Guest lecture_YorkU CS May 2024.pptx
Artyushina_Guest lecture_YorkU CS May 2024.pptx
 
Abortion Pills In Pretoria ](+27832195400*)[ 🏥 Women's Abortion Clinic In Pre...
Abortion Pills In Pretoria ](+27832195400*)[ 🏥 Women's Abortion Clinic In Pre...Abortion Pills In Pretoria ](+27832195400*)[ 🏥 Women's Abortion Clinic In Pre...
Abortion Pills In Pretoria ](+27832195400*)[ 🏥 Women's Abortion Clinic In Pre...
 
WSO2CON 2024 - Does Open Source Still Matter?
WSO2CON 2024 - Does Open Source Still Matter?WSO2CON 2024 - Does Open Source Still Matter?
WSO2CON 2024 - Does Open Source Still Matter?
 
%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...
%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...
%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...
 
WSO2CON 2024 - Navigating API Complexity: REST, GraphQL, gRPC, Websocket, Web...
WSO2CON 2024 - Navigating API Complexity: REST, GraphQL, gRPC, Websocket, Web...WSO2CON 2024 - Navigating API Complexity: REST, GraphQL, gRPC, Websocket, Web...
WSO2CON 2024 - Navigating API Complexity: REST, GraphQL, gRPC, Websocket, Web...
 
WSO2CON2024 - It's time to go Platformless
WSO2CON2024 - It's time to go PlatformlessWSO2CON2024 - It's time to go Platformless
WSO2CON2024 - It's time to go Platformless
 
%+27788225528 love spells in new york Psychic Readings, Attraction spells,Bri...
%+27788225528 love spells in new york Psychic Readings, Attraction spells,Bri...%+27788225528 love spells in new york Psychic Readings, Attraction spells,Bri...
%+27788225528 love spells in new york Psychic Readings, Attraction spells,Bri...
 
MarTech Trend 2024 Book : Marketing Technology Trends (2024 Edition) How Data...
MarTech Trend 2024 Book : Marketing Technology Trends (2024 Edition) How Data...MarTech Trend 2024 Book : Marketing Technology Trends (2024 Edition) How Data...
MarTech Trend 2024 Book : Marketing Technology Trends (2024 Edition) How Data...
 
%in Hazyview+277-882-255-28 abortion pills for sale in Hazyview
%in Hazyview+277-882-255-28 abortion pills for sale in Hazyview%in Hazyview+277-882-255-28 abortion pills for sale in Hazyview
%in Hazyview+277-882-255-28 abortion pills for sale in Hazyview
 
WSO2CON 2024 - API Management Usage at La Poste and Its Impact on Business an...
WSO2CON 2024 - API Management Usage at La Poste and Its Impact on Business an...WSO2CON 2024 - API Management Usage at La Poste and Its Impact on Business an...
WSO2CON 2024 - API Management Usage at La Poste and Its Impact on Business an...
 
Large-scale Logging Made Easy: Meetup at Deutsche Bank 2024
Large-scale Logging Made Easy: Meetup at Deutsche Bank 2024Large-scale Logging Made Easy: Meetup at Deutsche Bank 2024
Large-scale Logging Made Easy: Meetup at Deutsche Bank 2024
 
WSO2Con2024 - From Code To Cloud: Fast Track Your Cloud Native Journey with C...
WSO2Con2024 - From Code To Cloud: Fast Track Your Cloud Native Journey with C...WSO2Con2024 - From Code To Cloud: Fast Track Your Cloud Native Journey with C...
WSO2Con2024 - From Code To Cloud: Fast Track Your Cloud Native Journey with C...
 
WSO2Con2024 - WSO2's IAM Vision: Identity-Led Digital Transformation
WSO2Con2024 - WSO2's IAM Vision: Identity-Led Digital TransformationWSO2Con2024 - WSO2's IAM Vision: Identity-Led Digital Transformation
WSO2Con2024 - WSO2's IAM Vision: Identity-Led Digital Transformation
 
Love witchcraft +27768521739 Binding love spell in Sandy Springs, GA |psychic...
Love witchcraft +27768521739 Binding love spell in Sandy Springs, GA |psychic...Love witchcraft +27768521739 Binding love spell in Sandy Springs, GA |psychic...
Love witchcraft +27768521739 Binding love spell in Sandy Springs, GA |psychic...
 
%in ivory park+277-882-255-28 abortion pills for sale in ivory park
%in ivory park+277-882-255-28 abortion pills for sale in ivory park %in ivory park+277-882-255-28 abortion pills for sale in ivory park
%in ivory park+277-882-255-28 abortion pills for sale in ivory park
 
WSO2CON 2024 - Freedom First—Unleashing Developer Potential with Open Source
WSO2CON 2024 - Freedom First—Unleashing Developer Potential with Open SourceWSO2CON 2024 - Freedom First—Unleashing Developer Potential with Open Source
WSO2CON 2024 - Freedom First—Unleashing Developer Potential with Open Source
 

Headphones Production 4.0 – A cloud based Industry IoT solution for quality improvement

  • 1. Headphones production 4.0 A cloud based Industry Iot solution for quality improvement Stefan Kirner Straßburg, 27.9.2018
  • 2. 2 Stefan Kirner Teamlead Business Intelligence Solutions inovex GmbH, Karlsruhe › More than 15 years experience with Microsoft Business Intelligence toolset › Microsoft Certified Systems Expert (MCSE) › Data Management and Analytics › Cloud Platform and Infrastructure › Microsoft P-TSP Data Platform › Chapter leader SQL PASS e.V. Community Karlsruhe › Speaker at conferences and community user groups › Mail: stefan.kirner@inovex.de Twitter: @KirnerKa
  • 3. 1. Produces headphones, microphones and conference technology since 1924 2. 350 employees ~ small firm sector 3. Headquarters in Heilbronn, Subsidiaries in USA, India, Singapore 4. www.beyerdynamic.de 3 The customer Beyerdynamic GmbH
  • 4. 4 The customers setup – smart factory robot 1 machine 2 robot n workpiece 1 workpiece 2 Quality checks parameters parameters parameters Check results Product • New innovative production lines • Customer programs robots and invents specialized production technique • Many parameters as input (>1000 per device) • Automized quality checks to meet highest quality standards
  • 5. • identify problems in manufacturing processes in realtime? („this should also look fancy“) • find out which parameters settings drive which product quality properties for optimization? („you could use this machine learning thing“) • store any data of the production process? („at moderate costs of course“) 5 IT department was asked Could you help us to
  • 6. 6 They answered Hmm, this sounds crazy! We would need new data centers and 100+ tech guys with know-how about this rocket science stuff! But…wait, there is this public cloud thing, lets have a look!
  • 7. › Scalability to infinity › Cutting edge technology › Agile Setup › Relaxed IT staff › Fast innovation circles › Cost Optimization › Global scenarios › Increased reliability › Flexibility for test-environments Why using public cloud for analytics? What Platform-as-a-service offers
  • 8. 8 One of the challenges – data format Data Format is semi-structured in Json by field gateways Schema-on-read pattern – log anything, use only needed Enrichment with master data for visualization
  • 9. 9 Overview of the choosen architecture
  • 11. 1. Customer uses real time monitoring next to the assembly line (and anywhere else they want) 2. Ongoing data exploration with diverse technologies leads to increased productivity 3. Tons of data is stored continously and ready for analysis 4. The IT department of the customer is still alive  11 Conclusion What has been achieved?
  • 13. Beyerdynamic GmbH Case study See online: https://www.inovex.de/en/references/c ase-studies/beyerdynamic-headphone- production-40/
  • 14. inovex is an IT project house with a focus on digital transformation ‣ Product Discovery · Product Ownership ‣ Web · UI/UX · Replatforming · Microservices ‣ Mobile · Apps · Smart Devices · Robotics ‣ Big Data & Business Intelligence Platforms ‣ Data Science · Data Products · Search · Deep Learning ‣ Data Center Automation · DevOps · Cloud · Hosting ‣ Agile Training · Technology Training · Coaching Using technology to inspire our clients. And ourselves. Karlsruhe · Pforzheim · Stuttgart · München · Köln · Hamburg www.inovex.de/en