how much big data is in the internet of things ?
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How much Big Data is in the Internet of Things ?. Arkady Zaslavsky. IEL, CSIRO Computational Informatics. CISCO-Melbourne, 17 April, 2014. CSIRO Things – Sensors, cameras, nanosensors on the ground, ocean, autonomous vehicles & airships. A Phenonet OpenIoT for Smart Farming. - PowerPoint PPT PresentationTRANSCRIPT
Arkady Zaslavsky
How much Big Data is in the Internet of Things ?
IEL, CSIRO COMPUTATIONAL INFORMATICS
CISCO-Melbourne, 17 April, 2014
CSIRO Things – Sensors, cameras, nanosensors on the ground, ocean, autonomous vehicles & airships
A Phenonet OpenIoT for Smart Farming
“In the next 50 years, we will need to produce as much food as we have ever produced in the entire human history.” Dr Megan Clark, CEO CSIRO
Objectve - Increase crop yield by performing: Sensor-based monitoring of plants, soil and env.
Conditions Data analysis for interactive assessment of crop
performance Crop selection based on expected conditions,
irrigation, and fertilization
Some predict that the Internet of Things will soon produce a massive volume and variety of data at unprecedented velocity. http://tinyurl.com/ahytzdf
Welcome to the new information age
http://tinyurl.com/ahytzdf
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Internet of Things: Big Data is coming
Units Installed Worldwide (millions)
2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2016 2017 2018 2019 20200
1,000
2,000
3,000
4,000
5,000
6,000
7,000
8,000
ComputersHandheldsNetworkingIndustrial/automotiveEmbeddedHousehold
Source: IDC Everything Network
7
Internet of Things: Big Data is coming
Units Installed Worldwide (millions)
2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2016 2017 2018 2019 20200
200,000
400,000
600,000
800,000
1,000,000
1,200,000
1,400,000
Sensors and TagsEverything Else
Source: IDC Everything Network
MOLYTICS: Challenges
Collecting and managing diverse data streams from multiple sources,
Making inferences to extract context for entities- individuals, groups, locations
Mining highly diverse data streams to get useful inferences, recommendations, etc.
Preserving privacy and anonymity of users
Thank you !Dr Arkady Zaslavsky, ProfessorSenior Principal Research ScientistScience Leader in SemanticData ManagementPhone: 02 6216 7132Email: [email protected]