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ROI
Big Data Analytics
How it all started...
What will we talk about...
Framework ROITCO
Why do you need this...
Big Picture Push your careerSell to your boss
Framework...
TCO ROI$$$- =
Hardware
Software
Operations
People
Integration
Identify Fraud
Increase Sales
Improve Marketing
Data Product
Improve Product
Lower IT expenses
$$$
Time
Flexibility
Hardware...
Fit to Data Size Head Room IO / CPU Hardware Eval
Queen / Worker
Servers
Head Node Rails, etc. Racks
Network Cable, etc. Weight
Software...
OS (Linux) Hadoop Hadoop Eval Monitoring
Disaster Recovery
People...
Budget
Owner
Project
Manager
Hardware Guy Network Guy
Data Owner Unix & Hadoop
Admin
Security Guy Operations/Monitoring
Guy
Analyst Subject Matter
Expert
Software
Developers
QA Engineers
Salaries...
Job Title Bay Area New York
IT Project Manager 140,000.00 $126,000.00
System Administrator 117,000.00 $105,000.00
Network Administrator 119,000.00 $107,000.00
Database Administrator 125,000.00 $119,000.00
IT Security Manager 116,000.00 $104,000.00
Business Intelligence Analyst 137,000.00 $133,000.00
Data Scientist 138,000.00 $133,000.00
Java Developer 136,000.00 $133,000.00
QA Engineer 120,000.00 $114,000.00
1,148,000.00 $1,074,000.00
Training
Train IT
Train Business Advocate
Logistics...
Hardware Travel
People Travel
Data Travel
Operations
Maintenance
Downtime
Changeability
Cooling PowerAdministration
Timeline...
Project Planning
(Assessment)
1.5 Months
Build
12 Months +
Hardware
Acquisition &
Deployment
2 Months +
Data Acquisition
1 Month
Act on Insights
???
Analytics
3 Months
Buy
3 Months
Hadoop vs. MPP
Data WarehouseETL Business Intelligence
HadoopRaw Load Schema on Read
Build vs. Buy
Define Decision
Criteria
ValidateQualify Solutions Purchase
or
Develop
Build
Define
Define Develop Test Deploy Analyze
Hire
Team
Train
Team on
Tech
Analyze
Datameer
Unix System JVM Hadoop Distro Metadata DB Monitoring
Data Loading Data Analytics Data
Vis
Scheduling
Management UI Security Integration
Data Parsing
Dependency
Management
Data Sinking
Monitoring
API
Measure ROI
Business
Benefit
Software
Savings
Hardware
Savings
Productivity
Project 1
Project 2
Project 3
Waterfall ROI
Update
Model
Estimate
ROI
Measure
ROI
per month / quarter
Sell it Internally
Identify
Sponsor
Talk in
Business
Terms
Build
Business
Case
Metrics Show, Not TalkTell a Story
ROI Model
http://info.datameer.com/ROI.html
3 Takeaways
Professional
Big Data Project
need ROI
Saving IT
smallest ROI
HR biggest Spend
TCO / ROI
Get Datameer Certified
@datameer
http://info.datameer.com/GetCertified.html

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