Protocols for efficient inference communication

Carl Andersen, Prithwish Basu, Basak Guler, Aylin Yener, Ebrahim Molavianjazi

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

    Abstract

    Semantic approaches are increasingly applied to large-scale computing tasks. Nodes in such systems will need to exchange large volumes of declarative information, including ontologies and logical theories. In this paper, we describe our initial work on a system for compressed two-way communication of simplified logical inferences. This new system simplifies protocols for semantic data compression from our prior work, reducing seemingly different operations to hypergraph partitioning. We also present a new protocol that achieves significant speedup, at the cost of reduced compression.

    Original languageEnglish (US)
    Title of host publication2015 IEEE International Conference on Pervasive Computing and Communication Workshops, PerCom Workshops 2015
    PublisherInstitute of Electrical and Electronics Engineers Inc.
    Pages51-56
    Number of pages6
    ISBN (Electronic)9781479984251
    DOIs
    StatePublished - Jun 24 2015
    Event13th IEEE International Conference on Pervasive Computing and Communication, PerCom Workshops 2015 - St. Louis, United States
    Duration: Mar 23 2015Mar 27 2015

    Other

    Other13th IEEE International Conference on Pervasive Computing and Communication, PerCom Workshops 2015
    CountryUnited States
    CitySt. Louis
    Period3/23/153/27/15

    Fingerprint

    Semantics
    Data Compression
    Network protocols
    communication
    Communication
    Data compression
    semantics
    Ontology
    ontology

    All Science Journal Classification (ASJC) codes

    • Computer Networks and Communications
    • Computer Science Applications
    • Human-Computer Interaction
    • Health(social science)

    Cite this

    Andersen, C., Basu, P., Guler, B., Yener, A., & Molavianjazi, E. (2015). Protocols for efficient inference communication. In 2015 IEEE International Conference on Pervasive Computing and Communication Workshops, PerCom Workshops 2015 (pp. 51-56). [7133993] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/PERCOMW.2015.7133993
    Andersen, Carl ; Basu, Prithwish ; Guler, Basak ; Yener, Aylin ; Molavianjazi, Ebrahim. / Protocols for efficient inference communication. 2015 IEEE International Conference on Pervasive Computing and Communication Workshops, PerCom Workshops 2015. Institute of Electrical and Electronics Engineers Inc., 2015. pp. 51-56
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    Andersen, C, Basu, P, Guler, B, Yener, A & Molavianjazi, E 2015, Protocols for efficient inference communication. in 2015 IEEE International Conference on Pervasive Computing and Communication Workshops, PerCom Workshops 2015., 7133993, Institute of Electrical and Electronics Engineers Inc., pp. 51-56, 13th IEEE International Conference on Pervasive Computing and Communication, PerCom Workshops 2015, St. Louis, United States, 3/23/15. https://doi.org/10.1109/PERCOMW.2015.7133993

    Protocols for efficient inference communication. / Andersen, Carl; Basu, Prithwish; Guler, Basak; Yener, Aylin; Molavianjazi, Ebrahim.

    2015 IEEE International Conference on Pervasive Computing and Communication Workshops, PerCom Workshops 2015. Institute of Electrical and Electronics Engineers Inc., 2015. p. 51-56 7133993.

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

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    Andersen C, Basu P, Guler B, Yener A, Molavianjazi E. Protocols for efficient inference communication. In 2015 IEEE International Conference on Pervasive Computing and Communication Workshops, PerCom Workshops 2015. Institute of Electrical and Electronics Engineers Inc. 2015. p. 51-56. 7133993 https://doi.org/10.1109/PERCOMW.2015.7133993