More Related Content Similar to Modeling Big Data with the ArchiMate 3.0 Language (20) Modeling Big Data with the ArchiMate 3.0 Language1. 1
Modeling Big Data with the ArchiMate 3.0
Language
Iver Band
Open Group Conference, Austin, Texas
July 19, 2016
© 2016 Cambia Health Solutions, Inc.
4. 4
4 © 2016 Cambia Health Solutions, Inc.
Iver Band
• Enterprise Architect at Cambia Health
Solutions
• Consumer and group data, web services
architecture
• Architecture methods and tools
• Vice Chair, Open Group ArchiMate
Forum
• ArchiMate 3.0 standard and related white
papers
• TOGAF and ArchiMate certified, CISSP,
AHIP Certified IT Professional, Certified
Information Professional
• ArchiMate user since 2010
iver.band@cambiahealth.com
http://www.linkedin.com/in/iverpdx
http://www.cambiahealth.com/
http://www.twitter.com/iverband
http://slideshare.net/iverband
5. 55
About Cambia
22 companies
and growing
© 2016 Cambia Health Solutions, Inc.
A tax-paying nonprofit
headquartered in
the Pacific Northwest
Nationally recognized:
Top 100 Healthiest
Workplaces
5,300 employees
in 30 states
100 million people
touched nationwide
9. 9
9
What is Big Data?
• Consists of datasets that cannot be handled efficiently
with traditional data architecture.
• These datasets have extensive
• Volume – Size of dataset
• Variety – Multiple repositories, domains, or types
• Velocity – Rate of flow
• Variability – Rate of change in other characteristics
• These characteristics require a scalable architecture for
efficient, storage, manipulation and analysis
© 2016 Cambia Health Solutions, Inc.
Adapted from NIST SP1500-1 Big Data Interoperability Framework: Volume 1: Definitions
10. 10
10
Why is Big Data Important to All Enterprise
and Solution Architects in Healthcare?
• Social, mobile, analytics, cloud, and Internet of Things technologies, including connected
health devices (CHDs), produce huge volumes of data and enable continuous analysis
• Health Care organizations gather data from sources such as electronic medical records, payer
systems, and CHDs.
• Health Care organizations derive insights from data to make their services more effective,
efficient and accessible.
• Gartner estimates that 90% of large organizations will have a chief data officer by 2019*
• Therefore, Health Care Enterprise and Solution Architects need to consider building or
integrating Big Data capabilities throughout their work
© 2016 Cambia Health Solutions, Inc.
*January 26, 2016 press release. http://www.gartner.com/newsroom/id/3190117
11. 11
11
Why Are Standardized Architectural Frameworks Important to
Big Data?
•Big Data solutions
• Combine theory, technologies, and methods from multiple fields
• Combine data from multiple parts of the enterprise
• Impact a wide range of disciplines
• Require interoperability across multiple organizations
© 2016 Cambia Health Solutions, Inc.
12. 12
12
What Does the ArchiMate Standard Provide?
• A language with concepts to describe architectures
• A framework to organize these concepts
• A graphical notation for these concepts
• Guidance on visualizations for different stakeholders
• An open standard maintained by The Open Group
© 2016 Cambia Health Solutions, Inc.
13. 13
13
The ArchiMate 3 Framework
© 2016 Cambia Health Solutions, Inc.
Strategy
Implementation
& migration
Physical
Application
Technology
Business
MotivationPassive
structure
Behavior Active
structure
Aspects
Layers
15. 15
15
NIST Big Data Interoperability Framework
• Product of working group “to develop
consensus on important,
fundamental concepts related to big
data”
• Three versions
1. Reference architecture key components
(published)
2. Interfaces between components
(planned)
3. Validation with apps that interoperate
through interfaces (planned)
• First version has seven volumes
1. Definitions
2. Taxonomies
3. Use Cases and General Requirements
4. Security and privacy
5. Architectures White Paper Survey
6. Reference Architecture
7. Standards Roadmap
© 2016 Cambia Health Solutions, Inc.
From NIST SP1500-1 Big Data Interoperability Framework: Volume 1: Definitions
16. 1616
NIST Big Data Reference Architecture (NBDRA)
From NIST
SP1500-1
Big Data
Interoper-
ability
Framework:
Volume 6:
Reference
Architecture
28. 28
28
Conclusion
• Big Data challenges are distinguished by the Volume, Velocity, Variety, and
Variability of the data that they must handle
• All Enterprise Architects should consider including Big Data capabilities in
their architectures
• The NIST Big Data Reference Architecture provides a common framework for
a broad range of Big Data solutions
• The ArchiMate language can be used to model Big Data strategies and the
solutions that realize them
• The ArchiMate 3.0 language, with its new Strategy Elements, additional
Application Layer concepts, and increased ability to express complex models,
is particularly well suited for Big Data modeling
© 2016 Cambia Health Solutions, Inc.
29. 29
29 © 2016 Cambia Health Solutions, Inc.
References
• ArchiMate Language www.opengroup.org/archimate
• NIST Big Data Reference Architecture http://www.nist.gov/itl/bigdata/bigdatainfo.cfm
• Speaker iver.band@cambiahealth.com
• More presentations like this http://slideshare.net/iverband