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1July, 2016CSC Proprietary and Confidential
Hadoop und IoT
M.Sc. Lukas Ott
Sommersemester 2016
Hochschule Aschaffenburg
2July, 2016CSC Proprietary and Confidential
Agenda
• IoT – Strategische Sicht
• Datenzentriert vs. Prozesszentriert
• Hado...
3July, 2016CSC Proprietary and Confidential
Gartner Hype Cycle 2015
4July, 2016CSC Proprietary and Confidential
5July, 2016CSC Proprietary and Confidential
Industrie 4.0 - Michael Porter - Dezember 2015
6July, 2016CSC Proprietary and Confidential
Industrie 4.0 – The strategic fight for the social network
provider for machin...
7July, 2016CSC Proprietary and Confidential
Digital trends in Manufacturing Industry can also be
categorized in two main v...
8July, 2016CSC Proprietary and Confidential
Datavolume growth in the next few years
INTERNET
OF
ANYTHING
44ZB
DATA
TOMORRO...
9July, 2016CSC Proprietary and Confidential Source: hortonworks.com
11July, 2016CSC Proprietary and Confidential
Die ideale Big Data Architektur
12July, 2016CSC Proprietary and Confidential
Shift from Reactive……to…... Proactive & Proscriptive
…to Behavioral Insight
F...
13July, 2016CSC Proprietary and Confidential
The Current Data Architectures Limits Predictive
Capabilities
DATASYSTEMS
Ent...
14July, 2016CSC Proprietary and Confidential
Balancing between new technologies and existing
infrastructure
Source: cloude...
15July, 2016CSC Proprietary and Confidential
Hadoop started 2006
Source: cloudera.com
16July, 2016CSC Proprietary and Confidential
History of Hadoop
Source: cloudera.com
17July, 2016CSC Proprietary and Confidential
Big Data Functional Architecture
New Data
Stream
Store Pre-Compute Views
& De...
18July, 2016CSC Proprietary and Confidential
Hadoop 1.0
Source: hortonworks.com
19July, 2016CSC Proprietary and Confidential Source: hortonworks.com
20July, 2016CSC Proprietary and Confidential
MapReduce Example
21July, 2016CSC Proprietary and Confidential
MapReduce Example
22July, 2016CSC Proprietary and Confidential
Big Data Functional Architecture
Source: hortonworks.com
23July, 2016CSC Proprietary and Confidential
YARN und HDFS
Source: hortonworks.com
24July, 2016CSC Proprietary and Confidential
Hadoop 2.0
Source: hortonworks.com
25July, 2016CSC Proprietary and Confidential
Hadoop 2.0
Source: hortonworks.com
26July, 2016CSC Proprietary and Confidential
Wir stehen hier…
*Innovators
&
enthusiasts
Late majority
&
conservatives
Lagg...
27July, 2016CSC Proprietary and Confidential
The Current Data Architectures Limits Predictive
Capabilities
Source: hortonw...
28July, 2016CSC Proprietary and Confidential Source: hortonworks.com
29July, 2016CSC Proprietary and Confidential
Actionable Intelligence from Connected Data Platforms
Source: hortonworks.com
30July, 2016CSC Proprietary and Confidential
Das Internet der Dinge – Diskussionsrunde
INTERNET
OF
ANYTHING
Source: horton...
31July, 2016CSC Proprietary and Confidential
CSC Analytics Platform as a Service
Source: hortonworks.com
32July, 2016CSC Proprietary and Confidential
33July, 2016CSC Proprietary and Confidential
Ausblick und Zusammenfassung
Internet der
Dinge
IoT Plattform
34July, 2016CSC Proprietary and ConfidentialCSC Proprietary and Confidential 34
Vielen Dank!
Fragen?
Feedback!
35July, 2016CSC Proprietary and Confidential
Quellen
• Gartner Hype Cycle
• hortonworks.com
• http://www.cloudera.com/
• h...
36July, 2016CSC Proprietary and Confidential
37July, 2016CSC Proprietary and Confidential Source: waterline.com
38July, 2016CSC Proprietary and Confidential
39July, 2016CSC Proprietary and Confidential
40July, 2016CSC Proprietary and Confidential
Gartner Vector Model
41July, 2016CSC Proprietary and Confidential
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Hadoop und IoT

Internet of Things, Industrial Internet of Things, IoT, Hadoop, Cloudera, Hortonworks, MapReduce, Porter, Internet of Anything

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Hadoop und IoT

  1. 1. 1July, 2016CSC Proprietary and Confidential Hadoop und IoT M.Sc. Lukas Ott Sommersemester 2016 Hochschule Aschaffenburg
  2. 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. 3. 3July, 2016CSC Proprietary and Confidential Gartner Hype Cycle 2015
  4. 4. 4July, 2016CSC Proprietary and Confidential
  5. 5. 5July, 2016CSC Proprietary and Confidential Industrie 4.0 - Michael Porter - Dezember 2015
  6. 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. 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. 8. 8July, 2016CSC Proprietary and Confidential Datavolume growth in the next few years INTERNET OF ANYTHING 44ZB DATA TOMORROW Source: hortonworks.com
  9. 9. 9July, 2016CSC Proprietary and Confidential Source: hortonworks.com
  10. 10. 11July, 2016CSC Proprietary and Confidential Die ideale Big Data Architektur
  11. 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. 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. 13. 14July, 2016CSC Proprietary and Confidential Balancing between new technologies and existing infrastructure Source: cloudera.com
  14. 14. 15July, 2016CSC Proprietary and Confidential Hadoop started 2006 Source: cloudera.com
  15. 15. 16July, 2016CSC Proprietary and Confidential History of Hadoop Source: cloudera.com
  16. 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. 17. 18July, 2016CSC Proprietary and Confidential Hadoop 1.0 Source: hortonworks.com
  18. 18. 19July, 2016CSC Proprietary and Confidential Source: hortonworks.com
  19. 19. 20July, 2016CSC Proprietary and Confidential MapReduce Example
  20. 20. 21July, 2016CSC Proprietary and Confidential MapReduce Example
  21. 21. 22July, 2016CSC Proprietary and Confidential Big Data Functional Architecture Source: hortonworks.com
  22. 22. 23July, 2016CSC Proprietary and Confidential YARN und HDFS Source: hortonworks.com
  23. 23. 24July, 2016CSC Proprietary and Confidential Hadoop 2.0 Source: hortonworks.com
  24. 24. 25July, 2016CSC Proprietary and Confidential Hadoop 2.0 Source: hortonworks.com
  25. 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. 26. 27July, 2016CSC Proprietary and Confidential The Current Data Architectures Limits Predictive Capabilities Source: hortonworks.com
  27. 27. 28July, 2016CSC Proprietary and Confidential Source: hortonworks.com
  28. 28. 29July, 2016CSC Proprietary and Confidential Actionable Intelligence from Connected Data Platforms Source: hortonworks.com
  29. 29. 30July, 2016CSC Proprietary and Confidential Das Internet der Dinge – Diskussionsrunde INTERNET OF ANYTHING Source: hortonworks.com
  30. 30. 31July, 2016CSC Proprietary and Confidential CSC Analytics Platform as a Service Source: hortonworks.com
  31. 31. 32July, 2016CSC Proprietary and Confidential
  32. 32. 33July, 2016CSC Proprietary and Confidential Ausblick und Zusammenfassung Internet der Dinge IoT Plattform
  33. 33. 34July, 2016CSC Proprietary and ConfidentialCSC Proprietary and Confidential 34 Vielen Dank! Fragen? Feedback!
  34. 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. 35. 36July, 2016CSC Proprietary and Confidential
  36. 36. 37July, 2016CSC Proprietary and Confidential Source: waterline.com
  37. 37. 38July, 2016CSC Proprietary and Confidential
  38. 38. 39July, 2016CSC Proprietary and Confidential
  39. 39. 40July, 2016CSC Proprietary and Confidential Gartner Vector Model
  40. 40. 41July, 2016CSC Proprietary and Confidential

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