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Cloud Customer Architecture for
Big Data & Analytics v2.0
Webinar August 8, 2017
http://www.cloud-council.org/deliverables/cloud-customer-architecture-for-big-data-and-analytics.htm
Tracie
Berardi
Program Manager
Cloud Standards Customer Council
tracie@omg.org @Cloud_Council
Heather
Kreger
CTO International Standards IBM US SC38
mirror committee ANSI (Editor SC38 SOA RA)
Christine
Ouyang
Distinguished Engineer
IBM Hybrid Cloud
Speakers
© 2017 Cloud Standards Customer Council www.cloud-council.org 2
The Cloud Standards Customer Council
• Provide customer-led guidance to multiple cloud
standards-defining bodies
• Establishing criteria for open
standards based cloud computing
675+ Organizations
participating
2013/2014 Deliverables
 Convergence of Social, Mobile, Cloud
 Analysis of Public Cloud SLAs
 Cloud Security Standards
 Migrating Apps to Public Cloud Services
 Social Business in the Cloud
 Deploying Big Data in the Cloud
 Practical Guide to Cloud Computing, V2
 Migrating Apps: Performance Rqmnts
 Cloud Interoperability/Portability
http://cloud-council.org
2015 Deliverables
 Web App Hosting Ref. Architecture
 Mobile Ref. Architecture
 Big Data & Analytics Ref. Architecture
 Security for Cloud Computing, V2
 Practical Guide to Cloud SLAs, V2
 Practical Guide to PaaS
THE Customer’s Voice for Cloud Standards!
2016 Deliverables
 Prac Guide to Hybrid Cloud Computing
 Public Cloud Service Agreements, V2
 Cloud Security Standards, V2
 IoT Ref. Architecture
 e-Commerce Ref. Architecture
 Impact of Cloud Computing on Healthcare, V2
 Enterprise Social Collaboration Ref. Architecture
© 2017 Cloud Standards Customer Council www.cloud-council.org 3
 BDA Ref. Architecture, V2
 Hybrid Cloud Considerations for BDA
 Prac. Guide to Cloud Management Platforms
 Hybrid Integration Ref. Architecture
 API Management Ref. Architecture
 Security for Cloud Services Ref. Architecture
 Data Residency discussion paper
 Blockchain Ref. Architecture
 And more!
2017 Deliverables
Abstract & Agenda
This talk introduces v2 of Cloud Customer Architecture for Big Data and Analytics
 What are Cloud Solution Architectures?
 Latest trends in Big Data Analytics Cloud Architecture
 Big Data Analytics Cloud Architecture
 CSCC’s Cloud Reference Architecture series is growing!
• Cloud Customer Architecture for e-Commerce http://bit.ly/2camhIz
• Cloud Customer Architecture for IoT http://bit.ly/2cLcomc
• Cloud Customer Architecture for Big Data and Analytics http://bit.ly/2crffR2
• Cloud Customer Architecture for Mobile http://bit.ly/2cIYtdI
• Cloud Customer Architecture for Web Application Hosting http://bit.ly/2cgTVK2
• Cloud Customer Architecture for Enterprise Social Collaboration http://bit.ly/2jDiMPD
• Cloud Customer Architecture for Hybrid Integration http://bit.ly/2lHlLs0
• Cloud Customer Architecture for Securing Workloads on Cloud Services http://bit.ly/2puolzX
• Cloud Customer Architecture for API Management http://bit.ly/2n59GgY
• Cloud Customer Architecture for Blockchain http://bit.ly/2vvAZAM
Presenting
today!
© 2017 Cloud Standards Customer Council www.cloud-council.org 4
Cloud Customer Reference Architectures are…
• straightforward description of elements needed to implement particular application solutions
using cloud infrastructure, cloud platforms, cloud software, and cloud services
• deployment neutral (public, private, hybrid) & implementable via IaaS, PaaS, SaaS
• general purpose reusable architectures as well as industry specific architectures
• vendor neutral & open
Important because they…
• enable cloud customers to understand unique features & advantages of using cloud computing
• bridge gap between understanding cloud customer needs and cloud provider offerings
• provide practical guidance on how common business applications can be realized from a cloud
customer role perspective
• are stable anchors in a rapidly innovating cloud landscape
• save time, effort & money: be more productive
Useful when…
• those planning to build cloud based applications
• talking with cloud providers about their offerings
• understanding of the common elements and relationships in relevant solutions
Target audience
• those planning on building/purchasing cloud based applications
• developers, architects, managers
Consistent with ISO/IEC 17789 International Standard Cloud Computing Reference Architecture
Cloud Customer Reference Architectures
© 2017 Cloud Standards Customer Council www.cloud-council.org 5
Cloud Customer Reference Architectures
Analytics is the discovery, interpretation, and communication of
meaningful patterns in data.
Especially valuable in areas rich with recorded information,
analytics relies on the simultaneous application of statistics, data
science, and operations research to gain insights.
Definition of Analytics
© 2017 Cloud Standards Customer Council www.cloud-council.org 6
Four IT Domains – SOR, SOE, SOA and SOI
Systems of Insight infuses analytics everywhere, driving insight to outcome
© 2017 Cloud Standards Customer Council www.cloud-council.org 7
System of Insight for Big Data and Analytics
Analytics environment from data to outcome
© 2017 Cloud Standards Customer Council www.cloud-council.org 8
Traditional
Internal
data warehouse,
Transactions,
descriptive
Distributed
datamarts,
spreadsheets
Emerging
Unstructured
notes, logs
Social Media
pulse, emerging
issues
Survey Research
attitudes, opinions
Sensors/Devices
weather, machines
volume-velocity-variety-veracity
Sense-making
New Mix of Data Actionable insight
Transform
customer
engagement
Manage
risk
Increase
operational
efficiency
Power
digital-
physical
innovation
Temporal / Spatial
Deep
analytics
data
Warehouse
& data
marts
Real-time data
processing &
analytics
Landing,
exploration&
archive data
Making
sense
Cognitive
knowledge
Requirements-Based
Top-Down Design
Integration and Reuse
Competence Centers
Better Decisions
Enterprise Focus
Opportunity-Oriented
Experimentation / Validation
Throwaway (“Fail Fast”) 1000/100/10
Hackathons
Business Innovation
Functional Focus
Traditional: IT personas Agile: Self-Service personas
Defined and Repeatable Iterative and Exploratory
Embracing the Chaos: “Multi-Speed IT”
© 2017 Cloud Standards Customer Council www.cloud-council.org 9
Chief Data
Officer
Citizen Analyst
Data Scientist
Data Engineer
App Developer
Five Personas
© 2017 Cloud Standards Customer Council www.cloud-council.org 10
Analytics Lifecycles (Development + Deployment)
© 2017 Cloud Standards Customer Council www.cloud-council.org 11
Cloud Customer Architecture for Big Data & Analytics v1
© 2017 Cloud Standards Customer Council www.cloud-council.org 12
DATA
SOURCES
SECURITY INFORMATION
GOVERNANCE
TRANSFORMATION &
CONNECTIVITY
ENTERPRISE
USER
ENTERPRISE
DATA
PUBLIC CLOUD PROVIDER CLOUD ENTERPRISE NETWORK
CLOUD
USER
EDGE
SERVICES
COGNITIVE
ACTIONABLE
INSIGHTS
COGNITIVEANALYTICS
DISCOVERY & EXPLORATION
API MANAGEMENT
DATA
REPOSITORIES
COGNITIVE ASSISTED
DATA INTEGRATION
STREAMING
COMPUTING
ENTERPRISE
APPLICATIONS
ENTERPRISE
USER DIRECTORY
SYSTEM
MANAGEMENT
SAAS
APPLICATIONS
SAAS
APPLICATIONS
Infrastructure
LEGEND
Application
Management
Data Store
Security
Capabilities
User
Cloud Customer Architecture for Big Data & Analytics v2
Cloud Customer Architecture for Big Data & Analytics v2
DATA
SOURCES
SECURITY INFORMATION
GOVERNANCE
TRANSFORMATION &
CONNECTIVITY
ENTERPRISE
USER
ENTERPRISE
DATA
PUBLIC CLOUD PROVIDER CLOUD ENTERPRISE NETWORK
CLOUD
USER
EDGE
SERVICES
COGNITIVE
ACTIONABLE
INSIGHTS
COGNITIVEANALYTICS
DISCOVERY & EXPLORATION
API MANAGEMENT
DATA
REPOSITORIES
COGNITIVE ASSISTED
DATA INTEGRATION
STREAMING
COMPUTING
ENTERPRISE
APPLICATIONS
ENTERPRISE
USER DIRECTORY
SYSTEM
MANAGEMENT
SAAS
APPLICATIONS
SAAS
APPLICATIONS
Infrastructure
LEGEND
Application
Management
Data Store
Security
Capabilities
User
Cloud Customer Architecture for Big Data & Analytics v2
DATA
SOURCES
SECURITY INFORMATION
GOVERNANCE
TRANSFORMATION &
CONNECTIVITY
ENTERPRISE
USER
ENTERPRISE
DATA
PUBLIC CLOUD PROVIDER CLOUD ENTERPRISE NETWORK
CLOUD
USER
EDGE
SERVICES
COGNITIVE
ACTIONABLE
INSIGHTS
COGNITIVEANALYTICS
DISCOVERY & EXPLORATION
API MANAGEMENT
DATA
REPOSITORIES
COGNITIVE ASSISTED
DATA INTEGRATION
STREAMING
COMPUTING
ENTERPRISE
APPLICATIONS
ENTERPRISE
USER DIRECTORY
SYSTEM
MANAGEMENT
SAAS
APPLICATIONS
SAAS
APPLICATIONS
Infrastructure
LEGEND
Application
Management
Data Store
Security
Capabilities
User
Cloud Customer Architecture for Big Data & Analytics v2
DATA
SOURCES
SECURITY INFORMATION
GOVERNANCE
TRANSFORMATION &
CONNECTIVITY
ENTERPRISE
USER
ENTERPRISE
DATA
PUBLIC CLOUD PROVIDER CLOUD ENTERPRISE NETWORK
CLOUD
USER
EDGE
SERVICES
COGNITIVE
ACTIONABLE
INSIGHTS
COGNITIVEANALYTICS
DISCOVERY & EXPLORATION
API MANAGEMENT
DATA
REPOSITORIES
COGNITIVE ASSISTED
DATA INTEGRATION
STREAMING
COMPUTING
ENTERPRISE
APPLICATIONS
ENTERPRISE
USER DIRECTORY
SYSTEM
MANAGEMENT
SAAS
APPLICATIONS
SAAS
APPLICATIONS
Infrastructure
LEGEND
Application
Management
Data Store
Security
Capabilities
User
DATA
SOURCES
SECURITY INFORMATION
GOVERNANCE
TRANSFORMATION &
CONNECTIVITY
ENTERPRISE
USER
ENTERPRISE
DATA
PUBLIC CLOUD PROVIDER CLOUD ENTERPRISE NETWORK
CLOUD
USER
EDGE
SERVICES
COGNITIVE
ACTIONABLE
INSIGHTS
COGNITIVEANALYTICS
DISCOVERY & EXPLORATION
API MANAGEMENT
DATA
REPOSITORIES
COGNITIVE ASSISTED
DATA INTEGRATION
STREAMING
COMPUTING
ENTERPRISE
APPLICATIONS
ENTERPRISE
USER DIRECTORY
SYSTEM
MANAGEMENT
SAAS
APPLICATIONS
SAAS
APPLICATIONS
Infrastructure
LEGEND
Application
Management
Data Store
Security
Capabilities
User
Cloud Customer Architecture for Big Data & Analytics v2
DATA
SOURCES
SECURITY INFORMATION
GOVERNANCE
TRANSFORMATION &
CONNECTIVITY
ENTERPRISE
USER
ENTERPRISE
DATA
PUBLIC CLOUD PROVIDER CLOUD ENTERPRISE NETWORK
CLOUD
USER
EDGE
SERVICES
COGNITIVE
ACTIONABLE
INSIGHTS
COGNITIVEANALYTICS
DISCOVERY & EXPLORATION
API MANAGEMENT
DATA
REPOSITORIES
COGNITIVE ASSISTED
DATA INTEGRATION
STREAMING
COMPUTING
ENTERPRISE
APPLICATIONS
ENTERPRISE
USER DIRECTORY
SYSTEM
MANAGEMENT
SAAS
APPLICATIONS
SAAS
APPLICATIONS
Infrastructure
LEGEND
Application
Management
Data Store
Security
Capabilities
User
Cloud Customer Architecture for Big Data & Analytics v2
DATA
SOURCES
SECURITY INFORMATION
GOVERNANCE
TRANSFORMATION &
CONNECTIVITY
ENTERPRISE
USER
ENTERPRISE
DATA
PUBLIC CLOUD PROVIDER CLOUD ENTERPRISE NETWORK
CLOUD
USER
EDGE
SERVICES
COGNITIVE
ACTIONABLE
INSIGHTS
COGNITIVEANALYTICS
DISCOVERY & EXPLORATION
API MANAGEMENT
DATA
REPOSITORIES
COGNITIVE ASSISTED
DATA INTEGRATION
STREAMING
COMPUTING
ENTERPRISE
APPLICATIONS
ENTERPRISE
USER DIRECTORY
SYSTEM
MANAGEMENT
SAAS
APPLICATIONS
SAAS
APPLICATIONS
Infrastructure
LEGEND
Application
Management
Data Store
Security
Capabilities
User
Cloud Customer Architecture for Big Data & Analytics v2
DATA
SOURCES
SECURITY INFORMATION
GOVERNANCE
TRANSFORMATION &
CONNECTIVITY
ENTERPRISE
USER
ENTERPRISE
DATA
PUBLIC CLOUD PROVIDER CLOUD ENTERPRISE NETWORK
CLOUD
USER
EDGE
SERVICES
COGNITIVE
ACTIONABLE
INSIGHTS
COGNITIVEANALYTICS
DISCOVERY & EXPLORATION
API MANAGEMENT
DATA
REPOSITORIES
COGNITIVE ASSISTED
DATA INTEGRATION
STREAMING
COMPUTING
ENTERPRISE
APPLICATIONS
ENTERPRISE
USER DIRECTORY
SYSTEM
MANAGEMENT
SAAS
APPLICATIONS
SAAS
APPLICATIONS
Infrastructure
LEGEND
Application
Management
Data Store
Security
Capabilities
User
Cloud Customer Architecture for Big Data & Analytics v2
DATA
SOURCES
SECURITY INFORMATION
GOVERNANCE
TRANSFORMATION &
CONNECTIVITY
ENTERPRISE
USER
ENTERPRISE
DATA
PUBLIC CLOUD PROVIDER CLOUD ENTERPRISE NETWORK
CLOUD
USER
EDGE
SERVICES
COGNITIVE
ACTIONABLE
INSIGHTS
COGNITIVEANALYTICS
DISCOVERY & EXPLORATION
API MANAGEMENT
DATA
REPOSITORIES
COGNITIVE ASSISTED
DATA INTEGRATION
STREAMING
COMPUTING
ENTERPRISE
APPLICATIONS
ENTERPRISE
USER DIRECTORY
SYSTEM
MANAGEMENT
SAAS
APPLICATIONS
SAAS
APPLICATIONS
Infrastructure
LEGEND
Application
Management
Data Store
Security
Capabilities
User
Cloud Customer Architecture for Big Data & Analytics v2
DATA
SOURCES
SECURITY INFORMATION
GOVERNANCE
TRANSFORMATION &
CONNECTIVITY
ENTERPRISE
USER
ENTERPRISE
DATA
PUBLIC CLOUD PROVIDER CLOUD ENTERPRISE NETWORK
CLOUD
USER
EDGE
SERVICES
COGNITIVE
ACTIONABLE
INSIGHTS
COGNITIVEANALYTICS
DISCOVERY & EXPLORATION
API MANAGEMENT
DATA
REPOSITORIES
COGNITIVE ASSISTED
DATA INTEGRATION
STREAMING
COMPUTING
ENTERPRISE
APPLICATIONS
ENTERPRISE
USER DIRECTORY
SYSTEM
MANAGEMENT
SAAS
APPLICATIONS
SAAS
APPLICATIONS
Infrastructure
LEGEND
Application
Management
Data Store
Security
Capabilities
User
Cloud Customer Architecture for Big Data & Analytics v2
Cloud Customer Architecture for Big Data & Analytics v2
DATA
SOURCES
SECURITY INFORMATION
GOVERNANCE
TRANSFORMATION &
CONNECTIVITY
ENTERPRISE
USER
ENTERPRISE
DATA
PUBLIC CLOUD PROVIDER CLOUD ENTERPRISE NETWORK
CLOUD
USER
EDGE
SERVICES
COGNITIVE
ACTIONABLE
INSIGHTS
COGNITIVEANALYTICS
DISCOVERY & EXPLORATION
API MANAGEMENT
DATA
REPOSITORIES
COGNITIVE ASSISTED
DATA INTEGRATION
STREAMING
COMPUTING
ENTERPRISE
APPLICATIONS
ENTERPRISE
USER DIRECTORY
SYSTEM
MANAGEMENT
SAAS
APPLICATIONS
SAAS
APPLICATIONS
Infrastructure
LEGEND
Application
Management
Data Store
Security
Capabilities
User
DATA
SOURCES
SECURITY INFORMATION
GOVERNANCE
TRANSFORMATION &
CONNECTIVITY
ENTERPRISE
USER
ENTERPRISE
DATA
PUBLIC CLOUD PROVIDER CLOUD ENTERPRISE NETWORK
CLOUD
USER
EDGE
SERVICES
COGNITIVE
ACTIONABLE
INSIGHTS
COGNITIVEANALYTICS
DISCOVERY & EXPLORATION
API MANAGEMENT
DATA
REPOSITORIES
COGNITIVE ASSISTED
DATA INTEGRATION
STREAMING
COMPUTING
ENTERPRISE
APPLICATIONS
ENTERPRISE
USER DIRECTORY
SYSTEM
MANAGEMENT
SAAS
APPLICATIONS
SAAS
APPLICATIONS
Infrastructure
LEGEND
Application
Management
Data Store
Security
Capabilities
User
Cloud Customer Architecture for Big Data & Analytics v2
Cloud Customer Architecture for Big Data & Analytics v2
DATA
SOURCES
SECURITY INFORMATION
GOVERNANCE
TRANSFORMATION &
CONNECTIVITY
ENTERPRISE
USER
ENTERPRISE
DATA
PUBLIC CLOUD PROVIDER CLOUD ENTERPRISE NETWORK
CLOUD
USER
EDGE
SERVICES
COGNITIVE
ACTIONABLE
INSIGHTS
COGNITIVEANALYTICS
DISCOVERY & EXPLORATION
API MANAGEMENT
DATA
REPOSITORIES
COGNITIVE ASSISTED
DATA INTEGRATION
STREAMING
COMPUTING
ENTERPRISE
APPLICATIONS
ENTERPRISE
USER DIRECTORY
SYSTEM
MANAGEMENT
SAAS
APPLICATIONS
SAAS
APPLICATIONS
Infrastructure
LEGEND
Application
Management
Data Store
Security
Capabilities
User
DATA
SOURCES
SECURITY INFORMATION
GOVERNANCE
TRANSFORMATION &
CONNECTIVITY
ENTERPRISE
USER
ENTERPRISE
DATA
PUBLIC CLOUD PROVIDER CLOUD ENTERPRISE NETWORK
CLOUD
USER
EDGE
SERVICES
COGNITIVE
ACTIONABLE
INSIGHTS
COGNITIVEANALYTICS
DISCOVERY & EXPLORATION
API MANAGEMENT
DATA
REPOSITORIES
COGNITIVE ASSISTED
DATA INTEGRATION
STREAMING
COMPUTING
ENTERPRISE
APPLICATIONS
ENTERPRISE
USER DIRECTORY
SYSTEM
MANAGEMENT
SAAS
APPLICATIONS
SAAS
APPLICATIONS
Infrastructure
LEGEND
Application
Management
Data Store
Security
Capabilities
User
Cloud Customer Architecture for Big Data & Analytics v2
Users with five
personas plus
Administrative Users
behind the firewall
Cloud Customer Architecture for Big Data & Analytics v2
DATA
SOURCES
SECURITY INFORMATION
GOVERNANCE
TRANSFORMATION &
CONNECTIVITY
ENTERPRISE
USER
ENTERPRISE
DATA
PUBLIC CLOUD PROVIDER CLOUD ENTERPRISE NETWORK
CLOUD
USER
EDGE
SERVICES
COGNITIVE
ACTIONABLE
INSIGHTS
COGNITIVEANALYTICS
DISCOVERY & EXPLORATION
API MANAGEMENT
DATA
REPOSITORIES
COGNITIVE ASSISTED
DATA INTEGRATION
STREAMING
COMPUTING
ENTERPRISE
APPLICATIONS
ENTERPRISE
USER DIRECTORY
SYSTEM
MANAGEMENT
SAAS
APPLICATIONS
SAAS
APPLICATIONS
Infrastructure
LEGEND
Application
Management
Data Store
Security
Capabilities
User
Cloud Customer Architecture for Big Data & Analytics v2
DATA
SOURCES
SECURITY INFORMATION
GOVERNANCE
TRANSFORMATION &
CONNECTIVITY
ENTERPRISE
USER
ENTERPRISE
DATA
PUBLIC CLOUD PROVIDER CLOUD ENTERPRISE NETWORK
CLOUD
USER
EDGE
SERVICES
COGNITIVE
ACTIONABLE
INSIGHTS
COGNITIVEANALYTICS
DISCOVERY & EXPLORATION
API MANAGEMENT
DATA
REPOSITORIES
COGNITIVE ASSISTED
DATA INTEGRATION
STREAMING
COMPUTING
ENTERPRISE
APPLICATIONS
ENTERPRISE
USER DIRECTORY
SYSTEM
MANAGEMENT
SAAS
APPLICATIONS
SAAS
APPLICATIONS
Infrastructure
LEGEND
Application
Management
Data Store
Security
Capabilities
User
DATA
SOURCES
SECURITY INFORMATION
GOVERNANCE
TRANSFORMATION &
CONNECTIVITY
ENTERPRISE
USER
ENTERPRISE
DATA
PUBLIC CLOUD PROVIDER CLOUD ENTERPRISE NETWORK
CLOUD
USER
EDGE
SERVICES
COGNITIVE
ACTIONABLE
INSIGHTS
COGNITIVEANALYTICS
DISCOVERY & EXPLORATION
API MANAGEMENT
DATA
REPOSITORIES
COGNITIVE ASSISTED
DATA INTEGRATION
STREAMING
COMPUTING
ENTERPRISE
APPLICATIONS
ENTERPRISE
USER DIRECTORY
SYSTEM
MANAGEMENT
SAAS
APPLICATIONS
SAAS
APPLICATIONS
Infrastructure
LEGEND
Application
Management
Data Store
Security
Capabilities
User
Cloud Customer Architecture for Big Data & Analytics v2
Provides storage
for and access to
user security
information
Cloud Customer Architecture for Big Data & Analytics v2
DATA
SOURCES
SECURITY INFORMATION
GOVERNANCE
TRANSFORMATION &
CONNECTIVITY
ENTERPRISE
USER
ENTERPRISE
DATA
PUBLIC CLOUD PROVIDER CLOUD ENTERPRISE NETWORK
CLOUD
USER
EDGE
SERVICES
COGNITIVE
ACTIONABLE
INSIGHTS
COGNITIVEANALYTICS
DISCOVERY & EXPLORATION
API MANAGEMENT
DATA
REPOSITORIES
COGNITIVE ASSISTED
DATA INTEGRATION
STREAMING
COMPUTING
ENTERPRISE
APPLICATIONS
ENTERPRISE
USER DIRECTORY
SYSTEM
MANAGEMENT
SAAS
APPLICATIONS
SAAS
APPLICATIONS
Infrastructure
LEGEND
Application
Management
Data Store
Security
Capabilities
User
DATA
SOURCES
SECURITY INFORMATION
GOVERNANCE
TRANSFORMATION &
CONNECTIVITY
ENTERPRISE
USER
ENTERPRISE
DATA
PUBLIC CLOUD PROVIDER CLOUD ENTERPRISE NETWORK
CLOUD
USER
EDGE
SERVICES
COGNITIVE
ACTIONABLE
INSIGHTS
COGNITIVEANALYTICS
DISCOVERY & EXPLORATION
API MANAGEMENT
DATA
REPOSITORIES
COGNITIVE ASSISTED
DATA INTEGRATION
STREAMING
COMPUTING
ENTERPRISE
APPLICATIONS
ENTERPRISE
USER DIRECTORY
SYSTEM
MANAGEMENT
SAAS
APPLICATIONS
SAAS
APPLICATIONS
Infrastructure
LEGEND
Application
Management
Data Store
Security
Capabilities
User
Cloud Customer Architecture for Big Data & Analytics v2
Big Data & Analytics Architecture: Details
Route to Cognitive Bank Scenario
Join us for the next BDA webinar!
Hybrid Cloud Considerations for Big Data and Analytics
Friday, August 11 from 11:00am – 12:00pm ET
Registration www.cloud-council.org/events
© 2017 Cloud Standards Customer Council www.cloud-council.org 34
Call to Action
Join the CSCC Now!
– To have an impact on customer use case based standards requirements
– To learn about all Cloud Standards within one organization
– To help define the CSCC’s future roadmap
– Membership is free & easy: http://www.cloud-council.org/become-a-
member
Get Involved!
– Join one or more of the CSCC Working Groups
http://www.cloud-council.org/workinggroups
Leverage CSCC Collateral
– Visit http://www.cloud-council.org/resource-hub
© 2017 Cloud Standards Customer Council www.cloud-council.org 35
 Hybrid Cloud Considerations for Big Data & Analytics
http://www.cloud-council.org/deliverables/hybrid-cloud-considerations-for-big-data-and-analytics.htm
 Practical Guide to Hybrid Cloud Computing
http://www.cloud-council.org/deliverables/practical-guide-to-hybrid-cloud-computing.htm
 Cloud Customer Architecture for Hybrid Integration
http://www.cloud-council.org/deliverables/cloud-customer-architecture-for-hybrid-integration.htm
 Security for Cloud Computing: 10 Steps to Ensure Success
http://www.cloud-council.org/deliverables/security-for-cloud-computing-10-steps-to-ensure-
success.htm
 Cloud Security Standards: What to Expect and What to Negotiate
http://www.cloud-council.org/deliverables/cloud-security-standards-what-to-expect-and-what-to-
negotiate.htm
 Practical Guide to Cloud Service Agreements
http://www.cloud-council.org/deliverables/practical-guide-to-cloud-service-agreements.htm
 Migrating Applications to Public Cloud Services: Roadmap for Success
http://www.cloud-council.org/deliverables/migrating-applications-to-public-cloud-services-roadmap-
for-success.htm
Additional Resources from the CSCC
© 2017 Cloud Standards Customer Council www.cloud-council.org 36
Thank You!
Join the conversation
www.cloud-council.org

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Cloud Customer Architecture for Big Data and Analytics V2.0

  • 1. Cloud Customer Architecture for Big Data & Analytics v2.0 Webinar August 8, 2017 http://www.cloud-council.org/deliverables/cloud-customer-architecture-for-big-data-and-analytics.htm
  • 2. Tracie Berardi Program Manager Cloud Standards Customer Council [email protected] @Cloud_Council Heather Kreger CTO International Standards IBM US SC38 mirror committee ANSI (Editor SC38 SOA RA) Christine Ouyang Distinguished Engineer IBM Hybrid Cloud Speakers © 2017 Cloud Standards Customer Council www.cloud-council.org 2
  • 3. The Cloud Standards Customer Council • Provide customer-led guidance to multiple cloud standards-defining bodies • Establishing criteria for open standards based cloud computing 675+ Organizations participating 2013/2014 Deliverables  Convergence of Social, Mobile, Cloud  Analysis of Public Cloud SLAs  Cloud Security Standards  Migrating Apps to Public Cloud Services  Social Business in the Cloud  Deploying Big Data in the Cloud  Practical Guide to Cloud Computing, V2  Migrating Apps: Performance Rqmnts  Cloud Interoperability/Portability http://cloud-council.org 2015 Deliverables  Web App Hosting Ref. Architecture  Mobile Ref. Architecture  Big Data & Analytics Ref. Architecture  Security for Cloud Computing, V2  Practical Guide to Cloud SLAs, V2  Practical Guide to PaaS THE Customer’s Voice for Cloud Standards! 2016 Deliverables  Prac Guide to Hybrid Cloud Computing  Public Cloud Service Agreements, V2  Cloud Security Standards, V2  IoT Ref. Architecture  e-Commerce Ref. Architecture  Impact of Cloud Computing on Healthcare, V2  Enterprise Social Collaboration Ref. Architecture © 2017 Cloud Standards Customer Council www.cloud-council.org 3  BDA Ref. Architecture, V2  Hybrid Cloud Considerations for BDA  Prac. Guide to Cloud Management Platforms  Hybrid Integration Ref. Architecture  API Management Ref. Architecture  Security for Cloud Services Ref. Architecture  Data Residency discussion paper  Blockchain Ref. Architecture  And more! 2017 Deliverables
  • 4. Abstract & Agenda This talk introduces v2 of Cloud Customer Architecture for Big Data and Analytics  What are Cloud Solution Architectures?  Latest trends in Big Data Analytics Cloud Architecture  Big Data Analytics Cloud Architecture  CSCC’s Cloud Reference Architecture series is growing! • Cloud Customer Architecture for e-Commerce http://bit.ly/2camhIz • Cloud Customer Architecture for IoT http://bit.ly/2cLcomc • Cloud Customer Architecture for Big Data and Analytics http://bit.ly/2crffR2 • Cloud Customer Architecture for Mobile http://bit.ly/2cIYtdI • Cloud Customer Architecture for Web Application Hosting http://bit.ly/2cgTVK2 • Cloud Customer Architecture for Enterprise Social Collaboration http://bit.ly/2jDiMPD • Cloud Customer Architecture for Hybrid Integration http://bit.ly/2lHlLs0 • Cloud Customer Architecture for Securing Workloads on Cloud Services http://bit.ly/2puolzX • Cloud Customer Architecture for API Management http://bit.ly/2n59GgY • Cloud Customer Architecture for Blockchain http://bit.ly/2vvAZAM Presenting today! © 2017 Cloud Standards Customer Council www.cloud-council.org 4
  • 5. Cloud Customer Reference Architectures are… • straightforward description of elements needed to implement particular application solutions using cloud infrastructure, cloud platforms, cloud software, and cloud services • deployment neutral (public, private, hybrid) & implementable via IaaS, PaaS, SaaS • general purpose reusable architectures as well as industry specific architectures • vendor neutral & open Important because they… • enable cloud customers to understand unique features & advantages of using cloud computing • bridge gap between understanding cloud customer needs and cloud provider offerings • provide practical guidance on how common business applications can be realized from a cloud customer role perspective • are stable anchors in a rapidly innovating cloud landscape • save time, effort & money: be more productive Useful when… • those planning to build cloud based applications • talking with cloud providers about their offerings • understanding of the common elements and relationships in relevant solutions Target audience • those planning on building/purchasing cloud based applications • developers, architects, managers Consistent with ISO/IEC 17789 International Standard Cloud Computing Reference Architecture Cloud Customer Reference Architectures © 2017 Cloud Standards Customer Council www.cloud-council.org 5 Cloud Customer Reference Architectures
  • 6. Analytics is the discovery, interpretation, and communication of meaningful patterns in data. Especially valuable in areas rich with recorded information, analytics relies on the simultaneous application of statistics, data science, and operations research to gain insights. Definition of Analytics © 2017 Cloud Standards Customer Council www.cloud-council.org 6
  • 7. Four IT Domains – SOR, SOE, SOA and SOI Systems of Insight infuses analytics everywhere, driving insight to outcome © 2017 Cloud Standards Customer Council www.cloud-council.org 7
  • 8. System of Insight for Big Data and Analytics Analytics environment from data to outcome © 2017 Cloud Standards Customer Council www.cloud-council.org 8 Traditional Internal data warehouse, Transactions, descriptive Distributed datamarts, spreadsheets Emerging Unstructured notes, logs Social Media pulse, emerging issues Survey Research attitudes, opinions Sensors/Devices weather, machines volume-velocity-variety-veracity Sense-making New Mix of Data Actionable insight Transform customer engagement Manage risk Increase operational efficiency Power digital- physical innovation Temporal / Spatial Deep analytics data Warehouse & data marts Real-time data processing & analytics Landing, exploration& archive data Making sense Cognitive knowledge
  • 9. Requirements-Based Top-Down Design Integration and Reuse Competence Centers Better Decisions Enterprise Focus Opportunity-Oriented Experimentation / Validation Throwaway (“Fail Fast”) 1000/100/10 Hackathons Business Innovation Functional Focus Traditional: IT personas Agile: Self-Service personas Defined and Repeatable Iterative and Exploratory Embracing the Chaos: “Multi-Speed IT” © 2017 Cloud Standards Customer Council www.cloud-council.org 9
  • 10. Chief Data Officer Citizen Analyst Data Scientist Data Engineer App Developer Five Personas © 2017 Cloud Standards Customer Council www.cloud-council.org 10
  • 11. Analytics Lifecycles (Development + Deployment) © 2017 Cloud Standards Customer Council www.cloud-council.org 11
  • 12. Cloud Customer Architecture for Big Data & Analytics v1 © 2017 Cloud Standards Customer Council www.cloud-council.org 12
  • 13. DATA SOURCES SECURITY INFORMATION GOVERNANCE TRANSFORMATION & CONNECTIVITY ENTERPRISE USER ENTERPRISE DATA PUBLIC CLOUD PROVIDER CLOUD ENTERPRISE NETWORK CLOUD USER EDGE SERVICES COGNITIVE ACTIONABLE INSIGHTS COGNITIVEANALYTICS DISCOVERY & EXPLORATION API MANAGEMENT DATA REPOSITORIES COGNITIVE ASSISTED DATA INTEGRATION STREAMING COMPUTING ENTERPRISE APPLICATIONS ENTERPRISE USER DIRECTORY SYSTEM MANAGEMENT SAAS APPLICATIONS SAAS APPLICATIONS Infrastructure LEGEND Application Management Data Store Security Capabilities User Cloud Customer Architecture for Big Data & Analytics v2
  • 14. Cloud Customer Architecture for Big Data & Analytics v2 DATA SOURCES SECURITY INFORMATION GOVERNANCE TRANSFORMATION & CONNECTIVITY ENTERPRISE USER ENTERPRISE DATA PUBLIC CLOUD PROVIDER CLOUD ENTERPRISE NETWORK CLOUD USER EDGE SERVICES COGNITIVE ACTIONABLE INSIGHTS COGNITIVEANALYTICS DISCOVERY & EXPLORATION API MANAGEMENT DATA REPOSITORIES COGNITIVE ASSISTED DATA INTEGRATION STREAMING COMPUTING ENTERPRISE APPLICATIONS ENTERPRISE USER DIRECTORY SYSTEM MANAGEMENT SAAS APPLICATIONS SAAS APPLICATIONS Infrastructure LEGEND Application Management Data Store Security Capabilities User
  • 15. Cloud Customer Architecture for Big Data & Analytics v2 DATA SOURCES SECURITY INFORMATION GOVERNANCE TRANSFORMATION & CONNECTIVITY ENTERPRISE USER ENTERPRISE DATA PUBLIC CLOUD PROVIDER CLOUD ENTERPRISE NETWORK CLOUD USER EDGE SERVICES COGNITIVE ACTIONABLE INSIGHTS COGNITIVEANALYTICS DISCOVERY & EXPLORATION API MANAGEMENT DATA REPOSITORIES COGNITIVE ASSISTED DATA INTEGRATION STREAMING COMPUTING ENTERPRISE APPLICATIONS ENTERPRISE USER DIRECTORY SYSTEM MANAGEMENT SAAS APPLICATIONS SAAS APPLICATIONS Infrastructure LEGEND Application Management Data Store Security Capabilities User
  • 16. Cloud Customer Architecture for Big Data & Analytics v2 DATA SOURCES SECURITY INFORMATION GOVERNANCE TRANSFORMATION & CONNECTIVITY ENTERPRISE USER ENTERPRISE DATA PUBLIC CLOUD PROVIDER CLOUD ENTERPRISE NETWORK CLOUD USER EDGE SERVICES COGNITIVE ACTIONABLE INSIGHTS COGNITIVEANALYTICS DISCOVERY & EXPLORATION API MANAGEMENT DATA REPOSITORIES COGNITIVE ASSISTED DATA INTEGRATION STREAMING COMPUTING ENTERPRISE APPLICATIONS ENTERPRISE USER DIRECTORY SYSTEM MANAGEMENT SAAS APPLICATIONS SAAS APPLICATIONS Infrastructure LEGEND Application Management Data Store Security Capabilities User
  • 17. DATA SOURCES SECURITY INFORMATION GOVERNANCE TRANSFORMATION & CONNECTIVITY ENTERPRISE USER ENTERPRISE DATA PUBLIC CLOUD PROVIDER CLOUD ENTERPRISE NETWORK CLOUD USER EDGE SERVICES COGNITIVE ACTIONABLE INSIGHTS COGNITIVEANALYTICS DISCOVERY & EXPLORATION API MANAGEMENT DATA REPOSITORIES COGNITIVE ASSISTED DATA INTEGRATION STREAMING COMPUTING ENTERPRISE APPLICATIONS ENTERPRISE USER DIRECTORY SYSTEM MANAGEMENT SAAS APPLICATIONS SAAS APPLICATIONS Infrastructure LEGEND Application Management Data Store Security Capabilities User Cloud Customer Architecture for Big Data & Analytics v2
  • 18. DATA SOURCES SECURITY INFORMATION GOVERNANCE TRANSFORMATION & CONNECTIVITY ENTERPRISE USER ENTERPRISE DATA PUBLIC CLOUD PROVIDER CLOUD ENTERPRISE NETWORK CLOUD USER EDGE SERVICES COGNITIVE ACTIONABLE INSIGHTS COGNITIVEANALYTICS DISCOVERY & EXPLORATION API MANAGEMENT DATA REPOSITORIES COGNITIVE ASSISTED DATA INTEGRATION STREAMING COMPUTING ENTERPRISE APPLICATIONS ENTERPRISE USER DIRECTORY SYSTEM MANAGEMENT SAAS APPLICATIONS SAAS APPLICATIONS Infrastructure LEGEND Application Management Data Store Security Capabilities User Cloud Customer Architecture for Big Data & Analytics v2
  • 19. DATA SOURCES SECURITY INFORMATION GOVERNANCE TRANSFORMATION & CONNECTIVITY ENTERPRISE USER ENTERPRISE DATA PUBLIC CLOUD PROVIDER CLOUD ENTERPRISE NETWORK CLOUD USER EDGE SERVICES COGNITIVE ACTIONABLE INSIGHTS COGNITIVEANALYTICS DISCOVERY & EXPLORATION API MANAGEMENT DATA REPOSITORIES COGNITIVE ASSISTED DATA INTEGRATION STREAMING COMPUTING ENTERPRISE APPLICATIONS ENTERPRISE USER DIRECTORY SYSTEM MANAGEMENT SAAS APPLICATIONS SAAS APPLICATIONS Infrastructure LEGEND Application Management Data Store Security Capabilities User Cloud Customer Architecture for Big Data & Analytics v2
  • 20. DATA SOURCES SECURITY INFORMATION GOVERNANCE TRANSFORMATION & CONNECTIVITY ENTERPRISE USER ENTERPRISE DATA PUBLIC CLOUD PROVIDER CLOUD ENTERPRISE NETWORK CLOUD USER EDGE SERVICES COGNITIVE ACTIONABLE INSIGHTS COGNITIVEANALYTICS DISCOVERY & EXPLORATION API MANAGEMENT DATA REPOSITORIES COGNITIVE ASSISTED DATA INTEGRATION STREAMING COMPUTING ENTERPRISE APPLICATIONS ENTERPRISE USER DIRECTORY SYSTEM MANAGEMENT SAAS APPLICATIONS SAAS APPLICATIONS Infrastructure LEGEND Application Management Data Store Security Capabilities User Cloud Customer Architecture for Big Data & Analytics v2
  • 21. DATA SOURCES SECURITY INFORMATION GOVERNANCE TRANSFORMATION & CONNECTIVITY ENTERPRISE USER ENTERPRISE DATA PUBLIC CLOUD PROVIDER CLOUD ENTERPRISE NETWORK CLOUD USER EDGE SERVICES COGNITIVE ACTIONABLE INSIGHTS COGNITIVEANALYTICS DISCOVERY & EXPLORATION API MANAGEMENT DATA REPOSITORIES COGNITIVE ASSISTED DATA INTEGRATION STREAMING COMPUTING ENTERPRISE APPLICATIONS ENTERPRISE USER DIRECTORY SYSTEM MANAGEMENT SAAS APPLICATIONS SAAS APPLICATIONS Infrastructure LEGEND Application Management Data Store Security Capabilities User Cloud Customer Architecture for Big Data & Analytics v2
  • 22. DATA SOURCES SECURITY INFORMATION GOVERNANCE TRANSFORMATION & CONNECTIVITY ENTERPRISE USER ENTERPRISE DATA PUBLIC CLOUD PROVIDER CLOUD ENTERPRISE NETWORK CLOUD USER EDGE SERVICES COGNITIVE ACTIONABLE INSIGHTS COGNITIVEANALYTICS DISCOVERY & EXPLORATION API MANAGEMENT DATA REPOSITORIES COGNITIVE ASSISTED DATA INTEGRATION STREAMING COMPUTING ENTERPRISE APPLICATIONS ENTERPRISE USER DIRECTORY SYSTEM MANAGEMENT SAAS APPLICATIONS SAAS APPLICATIONS Infrastructure LEGEND Application Management Data Store Security Capabilities User Cloud Customer Architecture for Big Data & Analytics v2
  • 23. Cloud Customer Architecture for Big Data & Analytics v2 DATA SOURCES SECURITY INFORMATION GOVERNANCE TRANSFORMATION & CONNECTIVITY ENTERPRISE USER ENTERPRISE DATA PUBLIC CLOUD PROVIDER CLOUD ENTERPRISE NETWORK CLOUD USER EDGE SERVICES COGNITIVE ACTIONABLE INSIGHTS COGNITIVEANALYTICS DISCOVERY & EXPLORATION API MANAGEMENT DATA REPOSITORIES COGNITIVE ASSISTED DATA INTEGRATION STREAMING COMPUTING ENTERPRISE APPLICATIONS ENTERPRISE USER DIRECTORY SYSTEM MANAGEMENT SAAS APPLICATIONS SAAS APPLICATIONS Infrastructure LEGEND Application Management Data Store Security Capabilities User
  • 24. DATA SOURCES SECURITY INFORMATION GOVERNANCE TRANSFORMATION & CONNECTIVITY ENTERPRISE USER ENTERPRISE DATA PUBLIC CLOUD PROVIDER CLOUD ENTERPRISE NETWORK CLOUD USER EDGE SERVICES COGNITIVE ACTIONABLE INSIGHTS COGNITIVEANALYTICS DISCOVERY & EXPLORATION API MANAGEMENT DATA REPOSITORIES COGNITIVE ASSISTED DATA INTEGRATION STREAMING COMPUTING ENTERPRISE APPLICATIONS ENTERPRISE USER DIRECTORY SYSTEM MANAGEMENT SAAS APPLICATIONS SAAS APPLICATIONS Infrastructure LEGEND Application Management Data Store Security Capabilities User Cloud Customer Architecture for Big Data & Analytics v2
  • 25. Cloud Customer Architecture for Big Data & Analytics v2 DATA SOURCES SECURITY INFORMATION GOVERNANCE TRANSFORMATION & CONNECTIVITY ENTERPRISE USER ENTERPRISE DATA PUBLIC CLOUD PROVIDER CLOUD ENTERPRISE NETWORK CLOUD USER EDGE SERVICES COGNITIVE ACTIONABLE INSIGHTS COGNITIVEANALYTICS DISCOVERY & EXPLORATION API MANAGEMENT DATA REPOSITORIES COGNITIVE ASSISTED DATA INTEGRATION STREAMING COMPUTING ENTERPRISE APPLICATIONS ENTERPRISE USER DIRECTORY SYSTEM MANAGEMENT SAAS APPLICATIONS SAAS APPLICATIONS Infrastructure LEGEND Application Management Data Store Security Capabilities User
  • 26. DATA SOURCES SECURITY INFORMATION GOVERNANCE TRANSFORMATION & CONNECTIVITY ENTERPRISE USER ENTERPRISE DATA PUBLIC CLOUD PROVIDER CLOUD ENTERPRISE NETWORK CLOUD USER EDGE SERVICES COGNITIVE ACTIONABLE INSIGHTS COGNITIVEANALYTICS DISCOVERY & EXPLORATION API MANAGEMENT DATA REPOSITORIES COGNITIVE ASSISTED DATA INTEGRATION STREAMING COMPUTING ENTERPRISE APPLICATIONS ENTERPRISE USER DIRECTORY SYSTEM MANAGEMENT SAAS APPLICATIONS SAAS APPLICATIONS Infrastructure LEGEND Application Management Data Store Security Capabilities User Cloud Customer Architecture for Big Data & Analytics v2 Users with five personas plus Administrative Users behind the firewall
  • 27. Cloud Customer Architecture for Big Data & Analytics v2 DATA SOURCES SECURITY INFORMATION GOVERNANCE TRANSFORMATION & CONNECTIVITY ENTERPRISE USER ENTERPRISE DATA PUBLIC CLOUD PROVIDER CLOUD ENTERPRISE NETWORK CLOUD USER EDGE SERVICES COGNITIVE ACTIONABLE INSIGHTS COGNITIVEANALYTICS DISCOVERY & EXPLORATION API MANAGEMENT DATA REPOSITORIES COGNITIVE ASSISTED DATA INTEGRATION STREAMING COMPUTING ENTERPRISE APPLICATIONS ENTERPRISE USER DIRECTORY SYSTEM MANAGEMENT SAAS APPLICATIONS SAAS APPLICATIONS Infrastructure LEGEND Application Management Data Store Security Capabilities User
  • 28. Cloud Customer Architecture for Big Data & Analytics v2 DATA SOURCES SECURITY INFORMATION GOVERNANCE TRANSFORMATION & CONNECTIVITY ENTERPRISE USER ENTERPRISE DATA PUBLIC CLOUD PROVIDER CLOUD ENTERPRISE NETWORK CLOUD USER EDGE SERVICES COGNITIVE ACTIONABLE INSIGHTS COGNITIVEANALYTICS DISCOVERY & EXPLORATION API MANAGEMENT DATA REPOSITORIES COGNITIVE ASSISTED DATA INTEGRATION STREAMING COMPUTING ENTERPRISE APPLICATIONS ENTERPRISE USER DIRECTORY SYSTEM MANAGEMENT SAAS APPLICATIONS SAAS APPLICATIONS Infrastructure LEGEND Application Management Data Store Security Capabilities User
  • 29. DATA SOURCES SECURITY INFORMATION GOVERNANCE TRANSFORMATION & CONNECTIVITY ENTERPRISE USER ENTERPRISE DATA PUBLIC CLOUD PROVIDER CLOUD ENTERPRISE NETWORK CLOUD USER EDGE SERVICES COGNITIVE ACTIONABLE INSIGHTS COGNITIVEANALYTICS DISCOVERY & EXPLORATION API MANAGEMENT DATA REPOSITORIES COGNITIVE ASSISTED DATA INTEGRATION STREAMING COMPUTING ENTERPRISE APPLICATIONS ENTERPRISE USER DIRECTORY SYSTEM MANAGEMENT SAAS APPLICATIONS SAAS APPLICATIONS Infrastructure LEGEND Application Management Data Store Security Capabilities User Cloud Customer Architecture for Big Data & Analytics v2 Provides storage for and access to user security information
  • 30. Cloud Customer Architecture for Big Data & Analytics v2 DATA SOURCES SECURITY INFORMATION GOVERNANCE TRANSFORMATION & CONNECTIVITY ENTERPRISE USER ENTERPRISE DATA PUBLIC CLOUD PROVIDER CLOUD ENTERPRISE NETWORK CLOUD USER EDGE SERVICES COGNITIVE ACTIONABLE INSIGHTS COGNITIVEANALYTICS DISCOVERY & EXPLORATION API MANAGEMENT DATA REPOSITORIES COGNITIVE ASSISTED DATA INTEGRATION STREAMING COMPUTING ENTERPRISE APPLICATIONS ENTERPRISE USER DIRECTORY SYSTEM MANAGEMENT SAAS APPLICATIONS SAAS APPLICATIONS Infrastructure LEGEND Application Management Data Store Security Capabilities User
  • 31. DATA SOURCES SECURITY INFORMATION GOVERNANCE TRANSFORMATION & CONNECTIVITY ENTERPRISE USER ENTERPRISE DATA PUBLIC CLOUD PROVIDER CLOUD ENTERPRISE NETWORK CLOUD USER EDGE SERVICES COGNITIVE ACTIONABLE INSIGHTS COGNITIVEANALYTICS DISCOVERY & EXPLORATION API MANAGEMENT DATA REPOSITORIES COGNITIVE ASSISTED DATA INTEGRATION STREAMING COMPUTING ENTERPRISE APPLICATIONS ENTERPRISE USER DIRECTORY SYSTEM MANAGEMENT SAAS APPLICATIONS SAAS APPLICATIONS Infrastructure LEGEND Application Management Data Store Security Capabilities User Cloud Customer Architecture for Big Data & Analytics v2
  • 32. Big Data & Analytics Architecture: Details
  • 33. Route to Cognitive Bank Scenario
  • 34. Join us for the next BDA webinar! Hybrid Cloud Considerations for Big Data and Analytics Friday, August 11 from 11:00am – 12:00pm ET Registration www.cloud-council.org/events © 2017 Cloud Standards Customer Council www.cloud-council.org 34
  • 35. Call to Action Join the CSCC Now! – To have an impact on customer use case based standards requirements – To learn about all Cloud Standards within one organization – To help define the CSCC’s future roadmap – Membership is free & easy: http://www.cloud-council.org/become-a- member Get Involved! – Join one or more of the CSCC Working Groups http://www.cloud-council.org/workinggroups Leverage CSCC Collateral – Visit http://www.cloud-council.org/resource-hub © 2017 Cloud Standards Customer Council www.cloud-council.org 35
  • 36.  Hybrid Cloud Considerations for Big Data & Analytics http://www.cloud-council.org/deliverables/hybrid-cloud-considerations-for-big-data-and-analytics.htm  Practical Guide to Hybrid Cloud Computing http://www.cloud-council.org/deliverables/practical-guide-to-hybrid-cloud-computing.htm  Cloud Customer Architecture for Hybrid Integration http://www.cloud-council.org/deliverables/cloud-customer-architecture-for-hybrid-integration.htm  Security for Cloud Computing: 10 Steps to Ensure Success http://www.cloud-council.org/deliverables/security-for-cloud-computing-10-steps-to-ensure- success.htm  Cloud Security Standards: What to Expect and What to Negotiate http://www.cloud-council.org/deliverables/cloud-security-standards-what-to-expect-and-what-to- negotiate.htm  Practical Guide to Cloud Service Agreements http://www.cloud-council.org/deliverables/practical-guide-to-cloud-service-agreements.htm  Migrating Applications to Public Cloud Services: Roadmap for Success http://www.cloud-council.org/deliverables/migrating-applications-to-public-cloud-services-roadmap- for-success.htm Additional Resources from the CSCC © 2017 Cloud Standards Customer Council www.cloud-council.org 36
  • 37. Thank You! Join the conversation www.cloud-council.org