Internet of Things and Big Data

50 %
50 %
Information about Internet of Things and Big Data
Technology

Published on February 18, 2014

Author: hemapani

Source: slideshare.net

Outline • IOT • Why Bigdata? • A reference Architecture • Technologies • Usecases Photo by John Trainoron Flickr http://www.flickr.com/photos/trainor/2902023575/, Licensed under CC

Internet of Things • Currently physical world and software worlds are detached • Internet of things promises to bridge this – It is about sensors and actuators everywhere – In your fridge, in your blanket, in your chair, in your carpet.. Yes even in your socks – Google IO pressure mats

If a tree falls in a forest and no one is around to hear it, does it make a sound?

A day in your life  Think about a day in your life? – What is the best road to take? – Would there be any bad weather? – How to invest my money? – How is my health?  There are many decisions that you can do better if only you can access the data and process them. http://www.flickr.com/photos/kcolwell/5 512461652/ CC licence

Analytics • Useful information about your organization/ system • E.g. Min, Max, mean, historical trends, grouping etc. • Technical term is KPIs (Key performance Indicators )

Real Time Analytics • Most first usecases were of batch processing, which take minutes if not hours to run • Many insights you rather have sooner – – – – – Tomorrows weather Heart condition Traffic congestion Natural disaster Stockmarket Crash

Making Sense of Data • To know (what happened?) – Basic analytics + visualizations (min, max, average, histogra m, distributions … ) – Interactive drill down • To explain (why) – Data mining, classifications, buildi ng models, clustering • To forecast – Neural networks, decision

Data Processing Landscape

Complex Event Processing

Internet of Things Architecture

Usecase 1: Travel • Collect traffic data + transportation data from sensors • Build a model (e.g. Car Following Models) • Predict the traffic .. Possibilities on congestion • E.g. divert traffic, adjust troll, adjust traffic lights

Usecase 2: Football Game • Event Processing challenge • Real football game, sensors in player shoes + ball • Events in 15k Hz • Event format – Sensor ID, TS, x, y, z, v, a • Queries – – – – Running Stats Ball Possession Heat Map of Activity Shots at Goal

Conclusions • • • • • IOT and Bigdata Case for analytics Data processing architecture Overall architecture Conclusion

Questions?

Add a comment

Related presentations

Related pages

The internet of things and big data: Unlocking the power ...

The internet of things and big data ... Cisco published a pair of studies in 2013 that evaluated the expected value at stake from the Internet of ...
Read more

What is the Internet of Things (IoT) | SAS

Advanced thinking on the Internet of Things. Jason Handley, Director of Smart Grid Technology and Operations for Duke Energy, discusses the promise of a ...
Read more

It's Official: The Internet Of Things Takes Over Big Data ...

Gartner released last week its latest Hype Cycle for Emerging Technologies. Last year, big data reigned supreme, at what Gartner calls the ...
Read more

A Match Made Somewhere: Big Data and the Internet of Things

It’s become clear in the past few years that few technologies live in a vacuum. They’re more likely to be connected or related and sharing ...
Read more

The Internet of Things, Data Science and Big Data - Data ...

The IOT, Data Science and Big Data will combine to create a revolution in the way organizations use technology and processes to collect, store, analyze and ...
Read more

The Internet of Things has four big data problems - O ...

The Internet of Things (IoT) has a data problem. Well, four data problems. Walking the halls of CES in Las Vegas last week, it’s abundantly ...
Read more

The 'Internet of things' will mean really, really big data ...

What exactly is the Internet of things? ... "The 'Internet of things' will mean really, really big data," was originally published at InfoWorld.com.
Read more

When Internet Of Things Meets Big Data - InformationWeek

Just as organizations begin to catch their breath and get a grip on current big data challenges, a new wave is coming at us. I'm talking about the rapidly ...
Read more

Big Data and the Internet of Things | ThoughtWorks

The 'big data' world is moving quickly with predictions of amazing industry growth, and the 'Internet of Things' is playing an increasingly large role.
Read more