Case Study: European Machine Learning Platform, by Stefanie Pichler, Solution Manager at A1 Digital.
VSSML18: 4th edition of the Valencian Summer School in Machine Learning.
3. BigML, Inc VSSML18: European Machine Learning Platform 3
Internet Of Things
…an industry specific network of diverse Things
sensing & analyzing data
Internet of Things
Asset tracking
Corporate car sharing
Industrial Automation &
Remote Maintenance
Connected productsSmart Metering & Energy
efficiency
Fleet Management
4. BigML, Inc VSSML18: European Machine Learning Platform 4
IoT Data
…is distributed and so will be the underlying analytical models
5. BigML, Inc VSSML18: European Machine Learning Platform 4
IoT Data
…is distributed and so will be the underlying analytical models
1.2M Customers
A1 Digital IoT Platform Dashboard
Support, QA
Marketing, BIEdge device
Sales
Notifications
Application
Backend
Device
Management
Connectivity
End customer
EDGE PLATFORM ENTERPRISE
Manufacturing
6. BigML, Inc VSSML18: European Machine Learning Platform 4
IoT Data
…is distributed and so will be the underlying analytical models
1.2M Customers
A1 Digital IoT Platform Dashboard
Support, QA
Marketing, BIEdge device
Sales
Notifications
Application
Backend
Device
Management
Connectivity
End customer
EDGE PLATFORM ENTERPRISE
Manufacturing
ML analytical models
7. BigML, Inc VSSML18: European Machine Learning Platform 5
Our beliefs and core assumptions
•ML will be driven by Radical Simplification of AI
Tools and Platforms
•ML will be integrated in data related routines
•Will fulfill strong demand for Data Centric
Applications in every enterprise
! We need to focus on democratization of ML
…SOMEONE WILL FIGURE OUT
HOW TO MAKE MACHINE
LEARNING AS DEMOCRATIC AS
SPREADSHEETS DID FOR MATRIX
MATHEMATICS…
BOB WILLIAMSON
8. BigML, Inc VSSML18: European Machine Learning Platform 6
Perfect symbioses
European Data Analytics Platform
•Digital Transformation Services
•IoT solutions provider
•Owner of
- European Cloud Provider
(highly performant, secure, flexible)
•Team of ML experts
•State-of-the-arte ML platform (auto-
scalable, auto-deployable)
•ML for everyone
•Open API
9. BigML, Inc VSSML18: European Machine Learning Platform 7
European Data Analytics Platform
Cloud based in
Europe
Platform as a service
Customized Analytical
Applications
Predictive
Maintenance
Resource OptimizationUtilization Forecasting Event & Alarm
prediction
powered by
Machine Learning
Platform
Compute
Object
Storage
GPU
Servers