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1
Customer Cloud Architecture for Big Data
Analytics
http://cloud-council.org/resource-hub.htm#customer-cloud-architecture-for-big-data-analytics
July, 2015
2
Presenters
Heather Kreger
CTO International Standards, IBM
US SC38 mirror committee ANSI
(Editor SC38 SOA RA)
kreger@us.ibm.com
Technical Architect, IBM
Business Analytics
3
Abstract & Agenda
This talk will discuss introduce the third of a series of vendor neutral
Cloud Solution Architectures - the Big Data Analytics Cloud Architecture
that was recently published. We will show how Open Source can be used
to implement this architecture.
 What are Cloud Solution Architectures?
 Candidate Architectures
 Big Data Analytics Cloud Architecture
 Open source projects that can be used to support this

•
•
•
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
5
Cloud Customer Reference Architecture Candidates
•
•
•
•
•
•
•
•
•
•
•
•
•
•
Published by
CSCC 7/14,
Review today!
6
Big Data Analytics and Cloud: A high level view
7
Big Data Analytics Cloud Solution Architecture
8
Big Data Analytics Cloud Solution Architecture
Data Sources:
Cloud mitigates cost/risk
by providing
9
Big Data Analytics Cloud Solution Architecture
Edge Services:
10
Big Data Analytics Cloud Solution Architecture
Stream Computing:
11
Big Data Analytics Cloud Solution Architecture
Data Integration:
12
Big Data Analytics Cloud Solution Architecture
Data Repositories:
13
Big Data Analytics Cloud Solution Architecture
Actionable Insight:
14
Big Data Analytics Cloud Solution Architecture
Transformation & Connectivity:
E
15
Big Data Analytics Cloud Solution Architecture
Enterprise Apps:
16
Big Data Analytics Cloud Solution Architecture
Enterprise Data:
S
17
Big Data Analytics Cloud Solution Architecture
Enterprise Directory:
18
Big Data Analytics Cloud Solution Architecture
Security:
ID & access management;
App & data protection;
Security intelligence
19
Big Data Analytics Cloud Solution Architecture
Info Governance:
20
Big Data Analytics Cloud Solution Architecture
User:
Enterprise
21
Big Data Analytics Cloud Solution Architecture
PaaS
includes
all
22
Big Data Analytics Cloud Solution Architecture: Details
23
Big Data Analytics Cloud Solution Architecture: Fraud &
Identity Theft Scenario
User
access
New data
added
Verify &
normalize
Real time
events
Access
control
Discover, align
& analyze
Report &
share insight
Transform &
deliver
Decide &
take action
24
PaaS – Cloud
Foundry, Open Shift
Big Data Analytics Cloud Solution Architecture: Open Source
Mapping
Streaming – Apache
Storm, Pulsar, Tigon
CDN - Apache Web
Server, OpenStack
Object Storage
Refinement and
Data Preparation -
Paxata, OpenRefine
Transform / Connect –
ActiveMQ, Tyk, Mobicents
User Directory – OpenLDAP,
OpenStack Keystone
Database –
MongoDB,
CouchDB,
MySQL,
Postgres
Actionable Insight –
Birt, Pentaho, Mahout,
Jupyter, R, D3, Sci-kit
File Repository – Static
Contents – OpenStack Object
Storage (Swift), OpenStack
Block Storage (Cinder), NFS
MPP – Spark,
Hadoop
 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/application
 Get Involved!
– Join one or more of the CSCC Working Groups
• http://www.cloud-council.org/application
 Review all of the CSCC Cloud Reference Architecture papers
– Customer Cloud Architecture for Big Data http://bit.ly/1IfdWNI
– Customer Cloud Architecture for Mobile http://bit.ly/1cGs5Xj
– Web Application Hosting Cloud Architecture http://bit.ly/1DbOszm
Call to Action
25
26
Additional Resources
 Customer Cloud Architecture for Big Data and Analytics
 http://bit.ly/1IfdWNI
 Customer Cloud Architecture for Mobile
 http://bit.ly/1cGs5Xj
 Web Application Hosting Cloud Solution Architecture
 http://bit.ly/1DbOszm
 Practical Guide to Cloud Service Agreements, V2
 http://bit.ly/1IQxrdg
 Public Cloud Service Agreements: What to Expect & What to Negotiate
 http://bit.ly/1GKbI8O
 Practical Guide to Cloud Computing, V2
 http://bit.ly/1MwD9mZ
 Security for Cloud Computing: 10 Steps to Ensure Success, V2
 http://bit.ly/1L3D9gZ
 Cloud Security Standards: What to Expect & What to Negotiate
 http://bit.ly/18fZFl3
 Interoperability and Portability for Cloud Computing: A Guide
 http://bit.ly/1Fg7lkk
 Migrating Applications to Public Cloud Services: Roadmap for Success
 http://bit.ly/1B9YGJy
 Impact of Cloud Computing on Healthcare
 http://bit.ly/1B9ZP42
27
Thank You

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Cloud Customer Architecture for Big Data and Analytics

  • 1. 1 Customer Cloud Architecture for Big Data Analytics http://cloud-council.org/resource-hub.htm#customer-cloud-architecture-for-big-data-analytics July, 2015
  • 2. 2 Presenters Heather Kreger CTO International Standards, IBM US SC38 mirror committee ANSI (Editor SC38 SOA RA) kreger@us.ibm.com Technical Architect, IBM Business Analytics
  • 3. 3 Abstract & Agenda This talk will discuss introduce the third of a series of vendor neutral Cloud Solution Architectures - the Big Data Analytics Cloud Architecture that was recently published. We will show how Open Source can be used to implement this architecture.  What are Cloud Solution Architectures?  Candidate Architectures  Big Data Analytics Cloud Architecture  Open source projects that can be used to support this  • • •
  • 4. 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
  • 5. 5 Cloud Customer Reference Architecture Candidates • • • • • • • • • • • • • • Published by CSCC 7/14, Review today!
  • 6. 6 Big Data Analytics and Cloud: A high level view
  • 7. 7 Big Data Analytics Cloud Solution Architecture
  • 8. 8 Big Data Analytics Cloud Solution Architecture Data Sources: Cloud mitigates cost/risk by providing
  • 9. 9 Big Data Analytics Cloud Solution Architecture Edge Services:
  • 10. 10 Big Data Analytics Cloud Solution Architecture Stream Computing:
  • 11. 11 Big Data Analytics Cloud Solution Architecture Data Integration:
  • 12. 12 Big Data Analytics Cloud Solution Architecture Data Repositories:
  • 13. 13 Big Data Analytics Cloud Solution Architecture Actionable Insight:
  • 14. 14 Big Data Analytics Cloud Solution Architecture Transformation & Connectivity: E
  • 15. 15 Big Data Analytics Cloud Solution Architecture Enterprise Apps:
  • 16. 16 Big Data Analytics Cloud Solution Architecture Enterprise Data: S
  • 17. 17 Big Data Analytics Cloud Solution Architecture Enterprise Directory:
  • 18. 18 Big Data Analytics Cloud Solution Architecture Security: ID & access management; App & data protection; Security intelligence
  • 19. 19 Big Data Analytics Cloud Solution Architecture Info Governance:
  • 20. 20 Big Data Analytics Cloud Solution Architecture User: Enterprise
  • 21. 21 Big Data Analytics Cloud Solution Architecture PaaS includes all
  • 22. 22 Big Data Analytics Cloud Solution Architecture: Details
  • 23. 23 Big Data Analytics Cloud Solution Architecture: Fraud & Identity Theft Scenario User access New data added Verify & normalize Real time events Access control Discover, align & analyze Report & share insight Transform & deliver Decide & take action
  • 24. 24 PaaS – Cloud Foundry, Open Shift Big Data Analytics Cloud Solution Architecture: Open Source Mapping Streaming – Apache Storm, Pulsar, Tigon CDN - Apache Web Server, OpenStack Object Storage Refinement and Data Preparation - Paxata, OpenRefine Transform / Connect – ActiveMQ, Tyk, Mobicents User Directory – OpenLDAP, OpenStack Keystone Database – MongoDB, CouchDB, MySQL, Postgres Actionable Insight – Birt, Pentaho, Mahout, Jupyter, R, D3, Sci-kit File Repository – Static Contents – OpenStack Object Storage (Swift), OpenStack Block Storage (Cinder), NFS MPP – Spark, Hadoop
  • 25.  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/application  Get Involved! – Join one or more of the CSCC Working Groups • http://www.cloud-council.org/application  Review all of the CSCC Cloud Reference Architecture papers – Customer Cloud Architecture for Big Data http://bit.ly/1IfdWNI – Customer Cloud Architecture for Mobile http://bit.ly/1cGs5Xj – Web Application Hosting Cloud Architecture http://bit.ly/1DbOszm Call to Action 25
  • 26. 26 Additional Resources  Customer Cloud Architecture for Big Data and Analytics  http://bit.ly/1IfdWNI  Customer Cloud Architecture for Mobile  http://bit.ly/1cGs5Xj  Web Application Hosting Cloud Solution Architecture  http://bit.ly/1DbOszm  Practical Guide to Cloud Service Agreements, V2  http://bit.ly/1IQxrdg  Public Cloud Service Agreements: What to Expect & What to Negotiate  http://bit.ly/1GKbI8O  Practical Guide to Cloud Computing, V2  http://bit.ly/1MwD9mZ  Security for Cloud Computing: 10 Steps to Ensure Success, V2  http://bit.ly/1L3D9gZ  Cloud Security Standards: What to Expect & What to Negotiate  http://bit.ly/18fZFl3  Interoperability and Portability for Cloud Computing: A Guide  http://bit.ly/1Fg7lkk  Migrating Applications to Public Cloud Services: Roadmap for Success  http://bit.ly/1B9YGJy  Impact of Cloud Computing on Healthcare  http://bit.ly/1B9ZP42