Transcript اسلاید - پژوهشگاه ارتباطات و فناوری اطلا

Big Data – Big Opportunity
Mohammad Khansari
ITRC President
Jan 2015
ITRC, Tehran, Iran
Big Data: Definition
• Definition:
 Big Data associates with the rapidly growing Structured and
Unstructured datasets with sizes beyond the ability of conventional
database tools to store, manage or analyze them.
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Source: McKinsey
‫پژوهشگاه ارتباطات و فناوری اطالعات‬
Big data: Opportunities for Iran
•
Big data market is 25 billion dollar annually!
 India is trying to capture 1 billion of this market!
 Can we have some portion of it?
•
North America & Europe host over 85% of the world’s data!
 Can we host and therefore offer services in the region?
•
Supporting startups in the domain of:
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•
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Big data analytics tools
Big data storage management (db, etc.)
Big data application development
Big data services
What will happen to our own generated big data?
‫پژوهشگاه ارتباطات و فناوری اطالعات‬
Velocity & Volume
video
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Source: Intel [2013]
‫پژوهشگاه ارتباطات و فناوری اطالعات‬
Big Data Goal: Advanced Analytics
Evolution of analytics
Big Data analytics
Behavioral analytics
Prescriptive
analytics
Complexity
Predictive
modeling
Social network analytics
Semantic analytics
Forecasting
Time series analysis
Statistical
analysis
Alerts
Descriptive
analytics
Adhoc
reports
Standard
reports
Late 1990s
Source: CRISIL
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Optimization
Extreme SQL
Predictive
analytics
Analytic
database
functions
Constraint
based BI
Visualization
Stochastic
optimization
Complex
event
processing
Query
drill
down
Natural Language Processing
Multivariate statistical analysis
Online analytical processing (OLAP)
Basic analytics
 What happened?
 When did it happen?
 What was the its impact ?
2000
Time
‫پژوهشگاه ارتباطات و فناوری اطالعات‬
Advanced analytics
 Why did it happen?
 What caused it to
happen?
Applications to Society
Source: IBM [2014], Vivante
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‫پژوهشگاه ارتباطات و فناوری اطالعات‬
Emerging Research Fields (1)
• Network Science
• Knowledge Engineering and data science
• Decision Science
• Signal processing for big data
• e-science: database - centric computing in science
• Computational Social Science!
 Predict the behavior, the trend and the future actions of a
society, with respect to many variables, based on advanced
analytics!
‫)‪Emerging Research Fields (2‬‬
‫پژوهشگاه ارتباطات و فناوری اطالعات‬
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Human Resource Challenge
• The biggest challenge: Talent shortage!
440K-490K
4.0 million
300K
140K – 190K
2.5 million
50%-60% gap
relative to
supply
2018E Supply
1.5 million
60% gap
relative to
supply
2018E Demand
2018E Supply
Source: McKinsey
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‫پژوهشگاه ارتباطات و فناوری اطالعات‬
2018E Demand
‫‪THANKS‬‬
‫‪[email protected]‬‬
‫پژوهشگاه ارتباطات و فناوری اطالعات‬
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