using big data to build decision support tools in...
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6/20/13
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Universidade de São Paulo Brasil
Laboratory of Architecture and Computer Networks
Using Big Data to build decision support tools in
Agriculture
Universidade de São Paulo Brasil
Laboratory of Architecture and Computer Networks
K a r e n L a n g o n a O S D C P I R E 2 0 1 3 E d i n b u r g h Wo r k s h o p
Universidade de São Paulo Brasil
Laboratory of Architecture and Computer Networks
Cl imate and Agricultural Planning
• Agriculture is the backbone of many country's economic systems
• Agricultural planning tries to mitigate the impacts of climate variability and extreme events
• Strategic (long-term) and Tactical (< 10 days) planning
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Universidade de São Paulo Brasil
Laboratory of Architecture and Computer Networks
Ubiquitous Technology & Data Avai labi l i ty
• Increasing use of desktops, servers, mobile devices, and sensor networks
• Availability of climate related data • The need for more efficient agricultural
practices and planning • Cloud computing models and Big Data
frameworks
Universidade de São Paulo Brasil
Laboratory of Architecture and Computer Networks
Scenario
Cloud Infrastructure
Average Temperature/
Humidity
A Web Portal offers Data Processing Solutions
Data storage Data processing (Hadoop, Storm,
SQLStream)
Data is collected from Sensor Network in
Agricultural production
Temperature Dew Point Temperature
Relative Humidity Wind Direction
Wind Chill
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Universidade de São Paulo Brasil
Laboratory of Architecture and Computer Networks
Web Portal – Sign Up/Log in
Universidade de São Paulo Brasil
Laboratory of Architecture and Computer Networks
Web Portal – Job submission
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Universidade de São Paulo Brasil
Laboratory of Architecture and Computer Networks
Web Portal – Job results
Universidade de São Paulo Brasil
Laboratory of Architecture and Computer Networks
Delivering results and more
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Universidade de São Paulo Brasil
Laboratory of Architecture and Computer Networks
Performance Analysis
Universidade de São Paulo Brasil
Laboratory of Architecture and Computer Networks
Sources and Acknowledgement:
Data set downloaded from: National Climate Data and Information Archive - http://climate.weatheroffice.gc.ca
Cartoon: http://www.agent-x.com.au/comic/cloud-storage/
This work has been funded by the Research and Development Center, Ericsson Telecomunicações S.A., Brazil
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Universidade de São Paulo Brasil
Laboratory of Architecture and Computer Networks
Universidade de São Paulo Brasil
Laboratory of Architecture and Computer Networks
6/20/13
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Universidade de São Paulo Brasil
Laboratory of Architecture and Computer Networks
Universidade de São Paulo Brasil
Laboratory of Architecture and Computer Networks
6/20/13
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Universidade de São Paulo Brasil
Laboratory of Architecture and Computer Networks
University of São Paulo – Numbers*
• Advanced center for research, education and community services
• Campi: city of São Paulo(4), Bauru, Piracicaba, Pirassununga, Lorena, Ribeirão Preto e São Carlos
• 92,064 students: undergraduate, graduate and specialization • 5,860 professors • 249 undergraduate programs • 239 graduate programs
Universidade de São Paulo Brasil
Laboratory of Architecture and Computer Networks
Bauru
Piracicaba
São Carlos
Ribeirão Preto
Pirassununga
São Paulo
Lorena
Medicine Institute São Paulo
Paulista Museum São Paulo
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Universidade de São Paulo Brasil
Laboratory of Architecture and Computer Networks
University of São Paulo – Rankings**
• 2013 Webometric Ranking of World1: 19th • 2012 Times Higher Education (THE) – World Universities
Ranking2: 158th • 2012 Academic Ranking of World Universities3: 101-150 • 2013 QS Latin American University Rankings4: 1st
Universidade de São Paulo Brasil
Laboratory of Architecture and Computer Networks
Sources:
* Source: USP in Numbers, 2012 - http://www5.usp.br/usp-em-numeros/ ** Sources: USP Rankings: (1) http://www.webometrics.info/en/world (2) http://www.timeshighereducation.co.uk/world-university-rankings/2012-13/world-ranking/institution/university-of-sao-paulo (3) http://www.shanghairanking.com/ARWU2012.html (4) http://www.topuniversities.com/university-rankings/latin-american-university-rankings/2013
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