Enriching IoT Analytics with Multi-tiered Video Sensing
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Transcript of Enriching IoT Analytics with Multi-tiered Video Sensing
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1 © 2010 Cisco and/or its affiliates. All rights reserved.
Enriching IoT Analytics with Multi-Tiered Video Sensing
Xiaoqing Zhu,
Technical Leader, CTAO | Cisco Systems
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7.2 6.8 7.6 World Population
Adoption rate of digital infrastructure:
5X faster than electricity and telephony
50 Billion “Smart Objects”
50
2010 2015 2020
0
40
30
20
10
Bill
ions
of D
evic
es
25
12.5
Inflection point
Timeline
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High-Definition Video (720p, 1080p, 1920p, 4K)
Depth Views Optical Flow Derived from Motion Data
Infrared Sensing Data High Dynamic Range (HDR)
Images/Video
Hyperspectral Imaging
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• High bandwidth demand from dense camera feeds
• Tight latency requirements for event-detection and reaction
• Privacy/security concerns in uploading camera feeds out of site
• Computationally demanding analytic (computer vision) tasks
Our Approach
Leveraging a multi-tiered architecture via Fog Computing
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Internet
IoT/M2M Gateway
Data Sources
Data Center
Fog Servers Application
New
Old
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© 2011 Cisco and/or its affiliates. All rights reserved. Attorney-Client Privileged 6
Internet
IoT/M2M Gateway
Data Sources
Data Center
Fog Servers Application
Simple
Complex Java
C++
Python
XML
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7 © 2010 Cisco and/or its affiliates. All rights reserved.
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