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​Big Data – From Strategy to Production
​Mag. Mario Meir-Huber
​Big Data Leader CEE
2
• Big Data – Challenges
• How to get it right?
Agenda
3
Big Data - Challenges
4 © 2014 Teradata
When Algorithms go bad …
5 © 2014 Teradata
+ 5.99$ shipping costs
6
Big Data Technology Stack
Hadoop
Ecosystem
Big Data
Platforms
Data
Ingestion
And
Processing
Efficiency
Trust
Workload
Governance
Tools
Platform
Programming
Parallel
Big Data
Analytics
Data
Science
Transform
question
to
algorithm
Machine
Learning
Analysis
Integration
Query
Performance
Transform
Warehousing
Big Data
Utilization
Domain
Expertise
Asking the
right
question
Reporting &
Dashboards
Alerting &
Recommend
ations
Business
Intelligence
Text Analysis
and Search
24/09/2015 6
Data
Centers
Big Data
Management
Scalable
Data
Storage
IaaS
Cloud
Virtualization
Network
Compute
Storage
DBMS
NoSQL
ManagementSecurity
PrivacyGovernance
Data
Value
7
BIG  DATA  IS  NOT  JUST  A  SINGLE
TECHNOLOGY
8
BI/DWH Projects vs. Big Data Projects
$Xm
$Xm
$Xm
Release 1
Release 2
Release 3
3
MAR
5
MAY
7
JUL
9
SEP
11
NOV
13
JAN
15
MAR
17
MAY
19
JUL
21
SEP
23
NOV
3
MAR
5
MAY
7
JUL
9
SEP
11
NOV
13
JAN
15
MAR
17
MAY
19
JUL
21
SEP
23
NOV
BI/DWH Projects
• Highly Planned & Controlled
• Slow Release Schedule
• 3x releases 2 years
• High Central funding cost
• Low Risk / High Success
Big Data Projects
• Small Iterative Projects
• 40+ Discoveries / 2 years
• Low cost per project
• $20k-$50k per project
• BAU funded initiatives
• Project funded
• Central discovery team / BIU for free
thinking
• High Risk / High Fail
• Iterates to a new project
40+ Projects over 2 years
3 Releases Over 2 years
9
BIG  DATA  IS  NOT  JUST  A
USE  CASE
10
BIG  DATA  IS  A
MOVEMENT
MORE  ANALYTICS
ON  ALL  YOUR  DATA
11
Big Data – IT business alignment
Provide a business strategy
Involve all business departments
Prioritize projects and build a roadmap
Execute
Provide a technology roadmap
Analyze necessary technologies
Implement a Big Data platform (Data Lake)
Execute projects
12
BIG  DATA  NEEDS  THE  
BUSINESS
13
How to get it right?
1414 © 2014 Teradata

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Big Data – From Strategy to Production

  • 1. ​Big Data – From Strategy to Production ​Mag. Mario Meir-Huber ​Big Data Leader CEE
  • 2. 2 • Big Data – Challenges • How to get it right? Agenda
  • 3. 3 Big Data - Challenges
  • 4. 4 © 2014 Teradata When Algorithms go bad …
  • 5. 5 © 2014 Teradata + 5.99$ shipping costs
  • 6. 6 Big Data Technology Stack Hadoop Ecosystem Big Data Platforms Data Ingestion And Processing Efficiency Trust Workload Governance Tools Platform Programming Parallel Big Data Analytics Data Science Transform question to algorithm Machine Learning Analysis Integration Query Performance Transform Warehousing Big Data Utilization Domain Expertise Asking the right question Reporting & Dashboards Alerting & Recommend ations Business Intelligence Text Analysis and Search 24/09/2015 6 Data Centers Big Data Management Scalable Data Storage IaaS Cloud Virtualization Network Compute Storage DBMS NoSQL ManagementSecurity PrivacyGovernance Data Value
  • 7. 7 BIG  DATA  IS  NOT  JUST  A  SINGLE TECHNOLOGY
  • 8. 8 BI/DWH Projects vs. Big Data Projects $Xm $Xm $Xm Release 1 Release 2 Release 3 3 MAR 5 MAY 7 JUL 9 SEP 11 NOV 13 JAN 15 MAR 17 MAY 19 JUL 21 SEP 23 NOV 3 MAR 5 MAY 7 JUL 9 SEP 11 NOV 13 JAN 15 MAR 17 MAY 19 JUL 21 SEP 23 NOV BI/DWH Projects • Highly Planned & Controlled • Slow Release Schedule • 3x releases 2 years • High Central funding cost • Low Risk / High Success Big Data Projects • Small Iterative Projects • 40+ Discoveries / 2 years • Low cost per project • $20k-$50k per project • BAU funded initiatives • Project funded • Central discovery team / BIU for free thinking • High Risk / High Fail • Iterates to a new project 40+ Projects over 2 years 3 Releases Over 2 years
  • 9. 9 BIG  DATA  IS  NOT  JUST  A USE  CASE
  • 10. 10 BIG  DATA  IS  A MOVEMENT MORE  ANALYTICS ON  ALL  YOUR  DATA
  • 11. 11 Big Data – IT business alignment Provide a business strategy Involve all business departments Prioritize projects and build a roadmap Execute Provide a technology roadmap Analyze necessary technologies Implement a Big Data platform (Data Lake) Execute projects
  • 12. 12 BIG  DATA  NEEDS  THE   BUSINESS
  • 13. 13 How to get it right?
  • 14. 1414 © 2014 Teradata