jedox gpu accelerator - nvidia · 2016. 4. 14. · – @jedoxag – @psjedox –...
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Business Driven Intelligence & Performance Management www.jedox.com – @JedoxAG – @PSJedox – [email protected]
Production Intelligence
GPU-Databases for Predictive Maintenance and
In-Line Controlling in Automobile Manufacturing
Business Driven Intelligence & Performance Management www.jedox.com – @JedoxAG – @PSJedox – [email protected]
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
2
Business Driven Intelligence & Performance Management www.jedox.com – @JedoxAG – @PSJedox – [email protected]
3
Jedox - In-Memory OLAP database
Business Driven Intelligence & Performance Management www.jedox.com – @JedoxAG – @PSJedox – [email protected]
Source: VDI
Business Driven Intelligence & Performance Management www.jedox.com – @JedoxAG – @PSJedox – [email protected]
Business Driven Intelligence & Performance Management www.jedox.com – @JedoxAG – @PSJedox – [email protected]
Production Intelligence
Measurement systems
Automobile supplier
Analytics & Databases
Inline-Measurement techniques
Funded by
Business Driven Intelligence & Performance Management www.jedox.com – @JedoxAG – @PSJedox – [email protected]
Production Intelligence
Local analysis
Predictive Maintenance
Business Driven Intelligence & Performance Management www.jedox.com – @JedoxAG – @PSJedox – [email protected]
Massive data input in Real-time
Production line
Additional data
Business Driven Intelligence & Performance Management www.jedox.com – @JedoxAG – @PSJedox – [email protected]
Jedox OLAP data structure
Business Driven Intelligence & Performance Management www.jedox.com – @JedoxAG – @PSJedox – [email protected]
Bulk-Insertion with GPU
Business Driven Intelligence & Performance Management www.jedox.com – @JedoxAG – @PSJedox – [email protected]
Bulk-Insertion: Performance
Business Driven Intelligence & Performance Management www.jedox.com – @JedoxAG – @PSJedox – [email protected]
Production Intelligence
Local analysis
Predictive Maintenance
Business Driven Intelligence & Performance Management www.jedox.com – @JedoxAG – @PSJedox – [email protected]
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Predictive Maintenance
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Business Driven Intelligence & Performance Management www.jedox.com – @JedoxAG – @PSJedox – [email protected]
DNN in OLAP GPU database
cuDNN
Business Driven Intelligence & Performance Management www.jedox.com – @JedoxAG – @PSJedox – [email protected]
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 – [email protected]
DNNs: Current work
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1 Long Short Time Memory
Unsupervised Learning
3 Backpropagation with database
Business Driven Intelligence & Performance Management www.jedox.com – @JedoxAG – @PSJedox – [email protected]
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 – [email protected]
Jedox Self-Service BI Suite
Jedox Social Analytics App download at: www.jedox-social-analytics.com
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Jedox Base Version (with ExcelPLUS) download at: www.jedox.com
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Webinars & Tutorials at:
www.jedox.com/en/webinars
ww.jedox.com/en/discover
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Business Driven Intelligence & Performance Management www.jedox.com – @JedoxAG – @PSJedox – [email protected]
THANK
YOU