6. 6July, 2016CSC Proprietary and Confidential
Industrie 4.0 – The strategic fight for the social network
provider for machines
ERP
MES
ERP
realtime
MES
4.0
Evolution
Top-Down Approach from the
ERP Software Producers
(providing an IoT platform)
Evolution
Bottom-Up Shopfloor Approach
(from the MES Software
producers)
Horizontal Approach from the
developer engineer side
(PDM Software)
Disruptive approach from other
software players (e.g. Amazon
IoT Plattform )
7. 7July, 2016CSC Proprietary and Confidential
Digital trends in Manufacturing Industry can also be
categorized in two main views
Process and Information Flow Data
• IoT
• Swarm-systems
• Knowledge Graph
• Big Data Analytics
• Semantically Enriched services
• Smart Robots (self-learning)
• Digital Security
• Central Data organization unit
• Data Governance
• Interdisciplinary Data science
teams
• Connecting Data streams / Data
Lake / Product Clouds
• Semantically enriched Data usage
for every Business unit
8. 8July, 2016CSC Proprietary and Confidential
Datavolume growth in the next few years
INTERNET
OF
ANYTHING
44ZB
DATA
TOMORROW
Source: hortonworks.com
11. 12July, 2016CSC Proprietary and Confidential
Shift from Reactive……to…... Proactive & Proscriptive
…to Behavioral Insight
From reaction to
human activity
…to Resource Optimization
From static resource
planning
From break then fix …to Preventative Maintenance
Source: hortonworks.com
12. 13July, 2016CSC Proprietary and Confidential
The Current Data Architectures Limits Predictive
Capabilities
DATASYSTEMS
Enterprise Data
Warehouse
Hot
MPP
In-Memory
1
2
RDBMS ERPCRM
Systems of Record
ANALYTICS
Data
Marts
Business
Analytics
Visualization
& Dashboards
3
1. Data Silos: difficult to find
predictive correlations
2. Data Volumes: cannot store
enough data to find patterns
3. New Data Sources: unable to
capture and use new data for real-
time analysis
Source: hortonworks.com
13. 14July, 2016CSC Proprietary and Confidential
Balancing between new technologies and existing
infrastructure
Source: cloudera.com
16. 17July, 2016CSC Proprietary and Confidential
Big Data Functional Architecture
New Data
Stream
Store Pre-Compute Views
& Deep Learning
Process
Streams
Incremental
Views
Business
View
Business
View
Query
SPEED LAYER
BATCH LAYER
SERVING LAYER
HADOOP 1
Source: hortonworks.com
25. 26July, 2016CSC Proprietary and Confidential
Wir stehen hier…
*Innovators
&
enthusiasts
Late majority
&
conservatives
Laggards &
Skeptics
Early
majority &
pragmatists
Early
adopters &
visionaries
Source: hortonworks.com
26. 27July, 2016CSC Proprietary and Confidential
The Current Data Architectures Limits Predictive
Capabilities
Source: hortonworks.com