Spring 2015 CSE 40437/60437 Prof. Dong Wang Summary

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Presentation transcript:

Spring 2015 CSE 40437/60437 Prof. Dong Wang Summary Social Sensing and CPS Spring 2015 CSE 40437/60437 Prof. Dong Wang Summary

Function Time Data Social Sensing and CPS Mobility Energy Social Component interaction Error propagation Function Real-time Scheduling Resource Management Time Data Reliability & Info Overload Social Media Sensing Hadoop and MapReduce Data Social Sensing and CPS Mobile and Crowd-sensing Automobile Sensing Mobility Heterogeneous Sensor Platform Smartphone Sensing Energy Body-area sensor networks Privacy Issues Medical sensing Social

Humans Cyber Physical Function Time Data Social Sensing and CPS Component interaction Error propagation Function Humans Real-time Scheduling Resource Management Time Data Reliability & Info Overload Social Media Sensing Hadoop and MapReduce Data Social Sensing and CPS Cyber Mobile and Crowd-sensing Automobile Sensing Mobility Physical Heterogeneous Sensor Platform Smartphone Sensing Energy Body-area sensor networks Privacy Issues Medical sensing Social

How to build reliable systems using unreliable data? Component interaction Error propagation Function Real-time Scheduling Resource Management Reliability is a critical challenge in CPS! Time Data Reliability & Info Overload Social Media Sensing Hadoop and MapReduce Data Increasing amount of data are generated by unreliable sources. Social Sensing and CPS Mobile and Crowd-sensing Automobile Sensing Mobility Heterogeneous Sensor Platform Smartphone Sensing Energy How to build reliable systems using unreliable data? Body-area sensor networks Privacy Issues Medical sensing Social

1ST Book on Social Sensing New Book - Social Sensing: Building Reliable Systems on Unreliable Data: Dong Wang, Tarek Abdelzaher, Lance Kaplan, Elsevier, 2015

Social Sensing and CPS Makes a Smarter Planet Internet of Things (Urban Environment) Stock Prediction (Money) Social Sensing Traffic Monitoring (Time) Disaster Report (Lives) Geo Tagging (Smart City)

Social Sensing and CPS Makes a Smarter Planet

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