Post on 23-May-2020
Business Driven Intelligence & Performance Management www.jedox.com – @JedoxAG – @PSJedox – peter.strohm@jedox.com
Production Intelligence
GPU-Databases for Predictive Maintenance and
In-Line Controlling in Automobile Manufacturing
Business Driven Intelligence & Performance Management www.jedox.com – @JedoxAG – @PSJedox – peter.strohm@jedox.com
8 Facts about Jedox AG
2002
Founded in Freiburg Germany
1 Unified
platform for BI & PM
27
Language versions
127 Countries with
Jedox users
140,000+ Happy users
1,900+ Organizations using Jedox
8 Locations
worldwide
180
Business partners globally
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Business Driven Intelligence & Performance Management www.jedox.com – @JedoxAG – @PSJedox – peter.strohm@jedox.com
3
Jedox - In-Memory OLAP database
Business Driven Intelligence & Performance Management www.jedox.com – @JedoxAG – @PSJedox – peter.strohm@jedox.com
Source: VDI
Business Driven Intelligence & Performance Management www.jedox.com – @JedoxAG – @PSJedox – peter.strohm@jedox.com
Business Driven Intelligence & Performance Management www.jedox.com – @JedoxAG – @PSJedox – peter.strohm@jedox.com
Production Intelligence
Measurement systems
Automobile supplier
Analytics & Databases
Inline-Measurement techniques
Funded by
Business Driven Intelligence & Performance Management www.jedox.com – @JedoxAG – @PSJedox – peter.strohm@jedox.com
Production Intelligence
Local analysis
Predictive Maintenance
Business Driven Intelligence & Performance Management www.jedox.com – @JedoxAG – @PSJedox – peter.strohm@jedox.com
Massive data input in Real-time
Production line
Additional data
Business Driven Intelligence & Performance Management www.jedox.com – @JedoxAG – @PSJedox – peter.strohm@jedox.com
Jedox OLAP data structure
Business Driven Intelligence & Performance Management www.jedox.com – @JedoxAG – @PSJedox – peter.strohm@jedox.com
Bulk-Insertion with GPU
Business Driven Intelligence & Performance Management www.jedox.com – @JedoxAG – @PSJedox – peter.strohm@jedox.com
Bulk-Insertion: Performance
Business Driven Intelligence & Performance Management www.jedox.com – @JedoxAG – @PSJedox – peter.strohm@jedox.com
Production Intelligence
Local analysis
Predictive Maintenance
Business Driven Intelligence & Performance Management www.jedox.com – @JedoxAG – @PSJedox – peter.strohm@jedox.com
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Predictive Maintenance
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Business Driven Intelligence & Performance Management www.jedox.com – @JedoxAG – @PSJedox – peter.strohm@jedox.com
DNN in OLAP GPU database
cuDNN
Business Driven Intelligence & Performance Management www.jedox.com – @JedoxAG – @PSJedox – peter.strohm@jedox.com
DNN in OLAP GPU database
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1 Working directly on the GPU database memory
Different input classes by database aggregation/rules
A Time sequence given by database time dimension
B (Un-)Supervised learning and feedback by default
Business Driven Intelligence & Performance Management www.jedox.com – @JedoxAG – @PSJedox – peter.strohm@jedox.com
DNNs: Current work
2
1 Long Short Time Memory
Unsupervised Learning
3 Backpropagation with database
Business Driven Intelligence & Performance Management www.jedox.com – @JedoxAG – @PSJedox – peter.strohm@jedox.com
Industry 4.0 with Jedox + GPU
2
1 GPU as enabling technology
Big data input + analysis
3 New market opportunities
cuDNN
4 DNN for mid-sized companies
Business Driven Intelligence & Performance Management www.jedox.com – @JedoxAG – @PSJedox – peter.strohm@jedox.com
Jedox Self-Service BI Suite
Jedox Social Analytics App download at: www.jedox-social-analytics.com
1
Jedox Base Version (with ExcelPLUS) download at: www.jedox.com
2
Webinars & Tutorials at:
www.jedox.com/en/webinars
ww.jedox.com/en/discover
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