InfoMax: An Information Maximizing Transport Layer Protocol for Named Data Networks

Jongdeog Lee, Akash Kapoor, Md Tanvir Al Amin, Zhehao Wang, Zeyuan Zhang, Radhika Goyal, Tarek Abdelzaher

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The advent of social networks, mobile sensing, and the Internet of Things herald an age of data overload, where the amount of data generated and stored by various data services exceeds application consumption needs. In such an age, an increasingly important need of data clients will be one of data sub-sampling. This need calls for novel data dissemination protocols that allow clients to request from the network a representative sampling of data that matches a query. In this paper, we present the design of a new transport-layer dissemination protocol, called InfoMax, that allows applications to request such a data sampling. InfoMax exploits the recently proposed named-data-networking (NDN) stack that makes networks aware of hierarchical data names, as opposed to IP addresses. Assuming that named objects with longer prefixes are semantically more similar, InfoMax has the property of minimizing semantic redundancy among delivered data items, hence offering the best coverage of the requested topic with the fewest bytes. The paper discusses the design of InfoMax, its experimental evaluation, and example applications.

Original languageEnglish (US)
Title of host publication24th International Conference on Computer Communications and Networks, ICCCN 2015
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781479999644
DOIs
StatePublished - Oct 2 2015
Event24th International Conference on Computer Communications and Networks, ICCCN 2015 - Las Vegas, United States
Duration: Aug 3 2015Aug 6 2015

Publication series

NameProceedings - International Conference on Computer Communications and Networks, ICCCN
Volume2015-October
ISSN (Print)1095-2055

Other

Other24th International Conference on Computer Communications and Networks, ICCCN 2015
CountryUnited States
CityLas Vegas
Period8/3/158/6/15

Fingerprint

Sampling
Network protocols
Redundancy
Wireless networks
Semantics
Internet of things

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Hardware and Architecture
  • Software

Cite this

Lee, J., Kapoor, A., Al Amin, M. T., Wang, Z., Zhang, Z., Goyal, R., & Abdelzaher, T. (2015). InfoMax: An Information Maximizing Transport Layer Protocol for Named Data Networks. In 24th International Conference on Computer Communications and Networks, ICCCN 2015 [7288420] (Proceedings - International Conference on Computer Communications and Networks, ICCCN; Vol. 2015-October). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICCCN.2015.7288420

InfoMax : An Information Maximizing Transport Layer Protocol for Named Data Networks. / Lee, Jongdeog; Kapoor, Akash; Al Amin, Md Tanvir; Wang, Zhehao; Zhang, Zeyuan; Goyal, Radhika; Abdelzaher, Tarek.

24th International Conference on Computer Communications and Networks, ICCCN 2015. Institute of Electrical and Electronics Engineers Inc., 2015. 7288420 (Proceedings - International Conference on Computer Communications and Networks, ICCCN; Vol. 2015-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Lee, J, Kapoor, A, Al Amin, MT, Wang, Z, Zhang, Z, Goyal, R & Abdelzaher, T 2015, InfoMax: An Information Maximizing Transport Layer Protocol for Named Data Networks. in 24th International Conference on Computer Communications and Networks, ICCCN 2015., 7288420, Proceedings - International Conference on Computer Communications and Networks, ICCCN, vol. 2015-October, Institute of Electrical and Electronics Engineers Inc., 24th International Conference on Computer Communications and Networks, ICCCN 2015, Las Vegas, United States, 8/3/15. https://doi.org/10.1109/ICCCN.2015.7288420
Lee J, Kapoor A, Al Amin MT, Wang Z, Zhang Z, Goyal R et al. InfoMax: An Information Maximizing Transport Layer Protocol for Named Data Networks. In 24th International Conference on Computer Communications and Networks, ICCCN 2015. Institute of Electrical and Electronics Engineers Inc. 2015. 7288420. (Proceedings - International Conference on Computer Communications and Networks, ICCCN). https://doi.org/10.1109/ICCCN.2015.7288420
Lee, Jongdeog ; Kapoor, Akash ; Al Amin, Md Tanvir ; Wang, Zhehao ; Zhang, Zeyuan ; Goyal, Radhika ; Abdelzaher, Tarek. / InfoMax : An Information Maximizing Transport Layer Protocol for Named Data Networks. 24th International Conference on Computer Communications and Networks, ICCCN 2015. Institute of Electrical and Electronics Engineers Inc., 2015. (Proceedings - International Conference on Computer Communications and Networks, ICCCN).
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