data valuation to minimize monetary loss · 2019-12-21 · 2016 snia data storage security summit....
TRANSCRIPT
2016 SNIA Data Storage Security Summit. © Insert Your Company Name. All Rights Reserved.
Data Valuation to Minimize Monetary
Loss
Steve Todd DELL EMC
2016 SNIA Data Storage Security Summit. © Insert Your Company Name. All Rights Reserved.
Agenda
Minimizing Monetary Loss Data Value Research Techniques for Calculating Data’s Value Data Value and the Data Protection Ecosystem
2
2016 SNIA Data Storage Security Summit. © Insert Your Company Name. All Rights Reserved.
Minimizing Monetary Loss
3
2016 SNIA Data Storage Security Summit. © Insert Your Company Name. All Rights Reserved.
Value-Driven Configuration of Replication Queues
4
2016 SNIA Data Storage Security Summit. © Insert Your Company Name. All Rights Reserved.
Protection Benefits of Understanding Data’s Value
5
1 73 145
217
289
361
433
505
577
649
721
793
865
937
1009
1081
1153
1225
1297
1369
1441
1513
1585
1657
1729
1801
1873
1945
2017
2089
2161
2233
2305
2377
2449
2521
2593
2665
2737
2809
2881
2953
Busin
ess d
amag
e in
disa
ster
Time (secs)
Non optimized
Business optimized (*2)
Business optimized (*4)
Business optimized (*10)
2016 SNIA Data Storage Security Summit. © Insert Your Company Name. All Rights Reserved.
Architecting for Value
6
Valuation IT Architectures Valuation Business Processes
Dr. Jim Short, San Diego Supercomputer Center
Understanding the Impact of Emerging Data Valuation Business Processes on IT
2016 SNIA Data Storage Security Summit. © Insert Your Company Name. All Rights Reserved.
Architecting for Value
7
Industry Use Cases
M&A
CREDITOR VALUATION
DATA INSURANCE DATA MONETIZATION
DATA SALE
2016 SNIA Data Storage Security Summit. © Insert Your Company Name. All Rights Reserved.
Calculating Data’s Value Gartner’s VP of Research Doug Laney
What is your objective for
valuing information?
Focused on improving
information management
discipline
Focused on improving
information's economic benefits
Intrinsic Value of Information
(IVI)
How correct, complete and exclusive is this data?
Business Value of Information
(BVI)
How good and relevant is this data for specific purposes?
Performance Value of Information
(PVI)
How does this data affect key business drivers?
Cost Value of Information
(CVI)
What would it cost us if we lost this data?
Economic Value of Information
(EVI)
How does this data contribute to our bottom line?
Market Value of Information
(MVI)
What could we get from selling or trading this data?
Leading Indicator
Trailing Indicator
Foundational Measures
Financial Measures
2016 SNIA Data Storage Security Summit. © Insert Your Company Name. All Rights Reserved.
BVI Calculation How Relevant is the Data for Specific Purposes?
• Relevance. How useful the information could be (or is) to one or more business processes Range: (0 to 1). • Validity. Percentage of records deemed to be correct. • Completeness. Percentage of total records versus the universe of potential or supposed records. • Timeliness. How quickly new or updated instances of the data are captured and available to be accessed.
2016 SNIA Data Storage Security Summit. © Insert Your Company Name. All Rights Reserved.
Valuation Algorithms Calculating Data Value via Data Protection Analytics
Backup Schedule/Catalog Backup Data
Valuation Algorithms
Mappings Between Primary/Protection System
P1 B1
P2 B2
Schedule Num Copies (x)
Catalog V1
V2
V3
2016 SNIA Data Storage Security Summit. © Insert Your Company Name. All Rights Reserved.
Replication Based on Value Feeding Valuation Results to Replication Configuration
Valuation Algorithms
Catalog
2016 SNIA Data Storage Security Summit. © Insert Your Company Name. All Rights Reserved.
Thank you! Twitter: @SteveTodd
Download this presentation and others from
SNIA’s Data Storage Security Summit at: http://www.snia.org/dss-summit
12