Edge analytics in the internet of things

IEEE Pervasive Computing

Volumn 14, Issue 2, 2015, Pages 24-31

  Satyanarayanan, Mahadev ^a   Simoens, Pieter ^b   Xiao, Yu ^c   Pillai, Padmanabhan ^d   Chen, Zhuo ^a   Ha, Kiryong ^a   Hu, Wenlu ^a   Amos, Brandon ^a  

^a CARNEGIE MELLON UNIVERSITY   (United States)

^b GHENT UNIVERSITY   (Belgium)

^c AALTO UNIVERSITY   (Finland)

^d INTEL CORPORATION   (United States)

Author keywords

big data; cloud; mobile; networking; pervasive computing

Indexed keywords

BIG DATA; CLOUDS; DISTRIBUTED COMPUTER SYSTEMS; INTERNET; INTERNET OF THINGS; UBIQUITOUS COMPUTING; VIDEO CAMERAS; VIDEO RECORDING;

CONTENT-BASED INDEXING; FEDERATED SYSTEMS; HIGH DATA RATE; MOBILE; NETWORKING; PRIVACY PREFERENCES; VIDEO ANALYTICS; VIDEO CONTENTS;

ELECTRONIC DOCUMENT EXCHANGE;

EID: 84928725904     PISSN: 15361268     EISSN: None     Source Type: Journal    
DOI: 10.1109/MPRV.2015.32     Document Type: Article

References (17)

1. D. Barrett, "One Surveillance Camera for Every 11 People in Britain, Says CCTV Survey," The Telegraph, 10 July 2013; www.telegraph.co.uk/technology/10172298/One-surveillance-camera-for-every-11-people-in-Britain-says-CCTV-survey.html.
2. H. Haddon, "N.J. Mandates Cameras for Its New Police Cars," Wall Street J., 11 Sept. 2014; www.wsj.com/articles/n-j-mandates-cameras-for-its-new-police-cars-1410488158.
3. L. Westphal, "The In-Car Camera: Value and Impact," The Police Chief, vol. 71, no. 8, 2004; www.poli-cechiefmagazine.org/magazine/index. cfm?fuseaction=display&article-id=358.
4. A. Davies, "Here's Why So Many Crazy Russian Car Crashes Are Caught on Camera," Business Insider, Dec. 2012; www.businessinsider.com/why-russian-drivers-have-dash-cams-2012-12.
5. Implementing a Body-Worn Camera Program: Recommendations and Lessons Learned, Office of Community Oriented Policing Services, 2014; www.justice.gov/iso/opa/resources/472014912134715246869.pdf.
6. S. Banerjee and D.O. Wu, "Final Report from the NSF Workshop on Future Directions in Wireless Networking," National Science Foundation, Nov. 2013.
7. M. Satyanarayanan, "Mobile Computing: The Next Decade," SIGMOBILE Mobile Computing and Comm. Rev., vol. 15, no. 2, 2011, pp. 2-10; http://dl.acm.org/citation.cfm?id=2016600.
8. M. Satyanarayanan et al., "The Case for VM-Based Cloudlets in Mobile Computing," IEEE Pervasive Computing, vol. 8, no. 4, 2009, pp. 14-23; http://ieeexplore.ieee.org/xpl/articleDetails. jsp?arnumber=5280678.
9. P. Simoens et al., "Scalable Crowd-Sourc-ing of Video from Mobile Devices," Proc. 11th Int'l Conf. Mobile Systems, Applications, and Services (MobiSys), 2013, pp. 139-152; http://dl.acm.org/citation. cfm?id=2464440.
10. J. Fan et al., "A Novel Approach for Privacy-Preserving Video Sharing," Proc. 14th ACM Int'l Conf. Information and Knowledge Management, 2005, pp. 609-616; http://dl.acm.org/citation. cfm?doid=1099554.1099711.
11. P. Samarati and L. Sweeney, Protecting Privacy when Disclosing Information: k-Anonymity and Its Enforcement through Generalization and Suppression, tech. report SRI-CSL-98-04, SRI Inst., 1998.
12. J. Shotton, M. Johnson, and R. Cipolla, "Semantic Texton Forests for Image Categorization and Segmentation," Proc. IEEE Conf. Computer Vision and Pattern Recognition, 2008, pp. 1-8.
13. L. Huston et al., "Diamond: A Storage Architecture for Early Discard in Interactive Search," Proc. 3rd USENIX Conf. File and Storage Technologies, 2004; www.usenix.org/legacy/publications/library/proceedings/fast04/tech/full- papers/huston/huston-html/diamond-html.html.
14. S. Saroiu and A. Wolman, "I Am a Sensor, and I Approve This Message," Proc. 11th Workshop on Mobile Computing Systems & Applications, 2010, pp. 37-42; http://doi.acm. org/10.1145/1734583.1734593.
15. P. Gilbert et al., "Toward Trustworthy Mobile Sensing," Proc. 11th Workshop on Mobile Computing Systems & Applications, 2010, pp. 31-36; http://doi.acm. org/10.1145/1734583.1734592.
16. J. Gertner, "Behind GE's Vision for the Industrial Internet of Things," Fast Company, July/Aug. 2014; www.fastcompany. com/3031272/can-jeff-immelt-really-make-the-world-1-better.
17. M. Finnegan, "Boeing 787s to Create Half a Terabyte of Data per Flight Says Virgin Atlantic," ComputerWorld, Mar. 2013; www.computerworlduk.com/news/infrastructure/3433595/boeing-787s-to-create-half-a-terabyte-of-data-per-fight-says-virgin-atlantic.