ayasdi strata
Post on 24-Jul-2015
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Data Growth Well Understood
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1,000,000,000,000 Gigabyte 1,000,000,000,000 Terabyte 1,000,000,000,000 Petabyte 1,000,000,000,000 Exabyte 1,000,000,000,000 Zetabyte 0
5 10 15 20 25 30 35 40 45 50
2013 2014 2015 2016 2017 2018 2019 2020
Data in Zettabytes
Complexity Trumps Size
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c Dataset
# of possible insights in the Dataset is exponential in size
# of possible insights in
the Dataset next year after it grows another 40%
Coding
Complexity Has Broken Legacy Analytics
4
Questions Data Analysts Insight
Weeks/Months/Years/Never
Complexity is Reflected in Shapes
5
Regression Cluster Flared
v v v v
v v v v
Loop
v v
v
v
v v v
v
v
v v
The Answer is Topological Data Analysis
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Continuous Improvement
Data Actionable
Insights Topological Summaries Algorithms
Machine Intelligence For Business
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Continuous Improvement
Medical Records
Billing
Demographic
Transactions
Population
Optimized Clinical Pathways
Profile
Market
Model Risk Management
Healthcare
Financial Services
Find all significant patterns
Explain underlying reasons
Simplified visual representation
Accelerated insight
Improves with more data
Retail
Web
Purchase
Micro Segmentation
Company Confidential & Proprietary
Architected to Scale
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3rd Party Apps DB Flat Files
Custom Applications
REST API
Statistical, Machine Learning and Geometric Algorithms
Topological Summaries
DW CSV
YARN Orchestration
Analytics Platform
Input Data
User Applications
Scalable Compute
API
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