15. The different flavors of information
Internal
UnstructuredStructured
External
High Velocity
Enterprise
"Dark Data"
Web logs
Email
Contracts
Reports
Social Media
Data
Facebook,
LinkedIn
Twitter, Tumblr
Communities,
Blogs
Commercial
Data
Credit Bureaus
Business
Information
Mobile Payments
Market Research
Operational
Data
Transactions
Monitoring
Sensor
Meter’s, RFID,
GPS
Census
Weather
Geoinformation
Open Data
Public
Data
16. BIG DATA
The different flavors of information
Internal
UnstructuredStructured
External
High Velocity
Operational
Data
Transactions
Monitoring
Sensor
Meter’s, RFID,
GPS
Enterprise
"Dark Data"
Email
Contracts
Reports
Social Media
Data
Facebook,
LinkedIn
Twitter, Tumblr
Communities,
Blogs
Commercial
Data
Credit Bureaus
Business
Information
Mobile Payments
Market Research
Census
Weather
Geoinformation
Open Data
Public
Data
VOLUME
VARIETY
VELOCITY
Business as
Usual
17. Typical enhancements in Information
Management
InternalExternal
UnstructuredStructured
Traditional Enterprise
Data Warehouse
In-memory
databases
Complex event
processing
Columnar
DBMSs
DBMS advances in
loading, indexing and
parallelism
Data warehouse
appliances
Grid
computing
Usage-driven
tiered storage
Distributed file
systems
NoSQL
databases
Search
Enterprise content
management
Map-reduce
processing
Cloud-based data
and processing
Open Data
Non exhaustive
representation.
(e.g. Data Warehouse
appliances can be used with
unstructured information)
19. Cloud Computing
Gartner defines cloud computing as “a style of computing where scalable and
elastic IT-related capabilities are provided „as a service‟ to customers using
Internet technologies.”
Software as a
Service (SaaS)
Platform as a
Service (PaaS)
Infrastructure as
a Service (IaaS)
Traditional on-premises BI deployment
Business
Solution
IT Resource
Analytics as a
Service (AaaS)