1. 1July, 2016CSC Proprietary and Confidential
Hadoop und IoT
M.Sc. Lukas Ott
Sommersemester 2016
Hochschule Aschaffenburg

2. 2July, 2016CSC Proprietary and Confidential
Agenda
• IoT – Strategische Sicht
• Datenzentriert vs. Prozesszentriert
• Hadoop 1.0
• Hadoop 2.0
• The Internet of Anything (Diskussionsrunde)

3. 3July, 2016CSC Proprietary and Confidential
Gartner Hype Cycle 2015

4. 4July, 2016CSC Proprietary and Confidential

5. 5July, 2016CSC Proprietary and Confidential
Industrie 4.0 - Michael Porter - Dezember 2015

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

9. 9July, 2016CSC Proprietary and Confidential Source: hortonworks.com

10. 11July, 2016CSC Proprietary and Confidential
Die ideale Big Data Architektur

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

14. 15July, 2016CSC Proprietary and Confidential
Hadoop started 2006
Source: cloudera.com

15. 16July, 2016CSC Proprietary and Confidential
History of Hadoop
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

17. 18July, 2016CSC Proprietary and Confidential
Hadoop 1.0
Source: hortonworks.com

18. 19July, 2016CSC Proprietary and Confidential Source: hortonworks.com

19. 20July, 2016CSC Proprietary and Confidential
MapReduce Example

20. 21July, 2016CSC Proprietary and Confidential
MapReduce Example

21. 22July, 2016CSC Proprietary and Confidential
Big Data Functional Architecture
Source: hortonworks.com

22. 23July, 2016CSC Proprietary and Confidential
YARN und HDFS
Source: hortonworks.com

23. 24July, 2016CSC Proprietary and Confidential
Hadoop 2.0
Source: hortonworks.com

24. 25July, 2016CSC Proprietary and Confidential
Hadoop 2.0
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

27. 28July, 2016CSC Proprietary and Confidential Source: hortonworks.com

28. 29July, 2016CSC Proprietary and Confidential
Actionable Intelligence from Connected Data Platforms
Source: hortonworks.com

29. 30July, 2016CSC Proprietary and Confidential
Das Internet der Dinge – Diskussionsrunde
INTERNET
OF
ANYTHING
Source: hortonworks.com

30. 31July, 2016CSC Proprietary and Confidential
CSC Analytics Platform as a Service
Source: hortonworks.com

31. 32July, 2016CSC Proprietary and Confidential

32. 33July, 2016CSC Proprietary and Confidential
Ausblick und Zusammenfassung
Internet der
Dinge
IoT Plattform

33. 34July, 2016CSC Proprietary and ConfidentialCSC Proprietary and Confidential 34
Vielen Dank!
Fragen?
Feedback!

34. 35July, 2016CSC Proprietary and Confidential
Quellen
• Gartner Hype Cycle
• hortonworks.com
• http://www.cloudera.com/
• https://www.ge.com/digital/predix
• https://www.thingworx.com/
• https://www.bosch-si.com/de/produkte/bosch-iot-suite/platform-as-
service/paas.html
• csc.com
• http://assets1.csc.com/de/downloads/Folder_Industrie_4_0_END_20
150206_final_web.pdf
(Industrie 4.0 Broschure)

35. 36July, 2016CSC Proprietary and Confidential

36. 37July, 2016CSC Proprietary and Confidential Source: waterline.com

37. 38July, 2016CSC Proprietary and Confidential

38. 39July, 2016CSC Proprietary and Confidential

39. 40July, 2016CSC Proprietary and Confidential
Gartner Vector Model

40. 41July, 2016CSC Proprietary and Confidential