Weitere Ă€hnliche Inhalte Ăhnlich wie Streaming Cloud Analytics: Enabling Dynamic Product Innovation From User Experience Measurements (20) Mehr von Pivotal Analytics (Cetas Analytics) (8) KĂŒrzlich hochgeladen (20) Streaming Cloud Analytics: Enabling Dynamic Product Innovation From User Experience Measurements2. Streaming Cloud Analytics
Enabling Dynamic Product Innovation From
User Experience Measurements
Balu Rajagopal
brajagopal@vmware.com
© Copyright 2013 Pivotal. All rights reserved. 2
3. Itâs a Big Data World
DATA 2011 Machine
VOLUME Patterns 2.0 Zettabytes in
Information Enterprise Data
To
Zettabyte Insights Machine
Business
Exabyte Apps
Petabyte
Interactions
Terabyte
Transactions
Mainframe PC Internet Mobile Machine
Time
Chart based on IDC and UC Berkeley Data Growth Estimates, Source: IDC & CosmoBC.com:
http://techblog.cosmobc.com/2011/08/26/data-storage-infographic/
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4. Emerging Trends
Big Data Business Apps
â Separation of Data From Application
⥠Dynamic Feature Provisioning
âą Elastic Feature Level Scalability
⣠Apps as a Service
†Itâs a Mashup â No More Function Point Apps
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5. Digital Business Model
Three Key Components
Every
Enterprise
is Digital
Source: MIT Center For Digital Business
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6. Product Innovation
Key Drivers
â Everything is on the Cloud (public, private) !
⥠Information as a Service !
âą Big Data is the new Gold Mine !
⣠Agility is a Given !
†Predictive Enterprise is Mandatory ! Graphic Source: Gartner
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7. Analytics at the Core
Enabling Applications To Deliver Business Value
New
OLD
User Experience
Centric
Workflow
Centric
Graphic Adapted From Gartner
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8. The New Business App Framework
Enabling Data-Driven Decision Making
Business App
Analytics View
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9. Core Analytics Capabilities
Creating Business Value
1 Predictive analytics
2 Real time business analytics
3 Root cause & investigative analytics
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10. Pivotal Analytics Stack
Business analysts
IT & Ops Data engineers, scientists
âą SQL Query âą Visualization
App,
Log, Trans Streaming data
âą R & Modeling âą Aggregates
action & via: REST APIs,
Java SDK, JS, âą Raw Analytics
Machine âą Vertical Analytics
Syslog, iOS
data
âą Statistical Analysis âą Custom Measures
Cetas Analytics
Pivotal Analytics APIs
Pivotal Hadoop
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11. Pivotal End-To-End Analytics Platform
Pivotal Streaming Analytics Platform
Real-time and Discovery and Actions and
Batch Ingestion Analytics Collaboration
âą SQL Query âą Visualization
âą R & Modeling âą Aggregates
âą Vertical Analytics âą Raw Analytics
âą Statistical Analysis âą Custom Measures
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13. Pivotal Analytics Value Proposition
â Instant intelligence for Business operations & Business users
âą Batch and Real-time analysis of non-structured and transactional data
âą Out-of-box Analytics
â Custom Analytics
âą Customization of business KPI/measures
âą Auto derive trends and patterns
âą Business Value and Insights from Hadoop Investments
⣠Dramatically reduce time, effort and cost of Advanced Analytics
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14. Takeaways For App Development
Business App Design Considerations
â CONDUIT for Patterns, Information and Insights!
⥠INDIVIDUAL (Personalized) User Experience Matters !
âą RUN Anywhere Anytime w/Access to People and Data!
⣠Big Data ANALYTICS at the Core!
†Agile on Steroids - Rapid READY, AIM, FIRE, ANALYZE !
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15. Analyze Now!
FREE Analytics
Sign-up
Visit cetas.net
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