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Enabling personalization services on the edge

Published: 01 December 2002 Publication History

Abstract

In this paper, we describe our work on enabling personalization services on the edge of the Internet. In contrast to traditional approaches, this method offers many advantages. First, content providers can make their content people-aware while the content is delivered to the user. Second, since the personalization work is distributed to an overlay network of edge servers, it greatly improves the scalability and availability of the services. Third, the sufficiency of user data collected in edge servers enables us to build more accurate user models which further enhance the performance of personalization services. We describe the implementation of a prototype system named Avatar and present some experimental result in this paper.

References

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Anderson, C. R., and Horvitz, E. Web montage: a dynamic personalized start page. in Proceedings of WWW'02 (Honolulu, Hawaii, May, 2002), ACM Press, 704--712.
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Composite Capabilities / Preferences Profile Working Group (CC/PP). http://www.w3.org/Mobile/CCPP.
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Edge Side Includes (ESI). http://www.esi.org.
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Koh, W., and Mui, L. An information-theoretic approach for ontology-based interest matching. IJCAI'01 Workshop on Ontology Learning (Seattle, WA, Aug. 2001).
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Liu, W. Y., Chen, Z., etc. Ubiquitous media agents for managing personal multimedia files. in Proceedings of ACM Multimedia'01 (Ottawa, Canada, Sep. 2001), ACM Press, 519--521.
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Ma, W. Y., Shen, B., and Brassil, J. Content services network: the architecture and protocols. in Proceedings of 6th International Workshop on Web Caching and Content Distribution, pp 83--101, Boston, June 2001.
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Ma, W. Y., Yuan, C., etc. Media companion: delivering content-oriented Web services to Internet media. Microsoft Technical Report, MSR-TR-2002-61, Microsoft Research. Apr. 2002.
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    cover image ACM Conferences
    MULTIMEDIA '02: Proceedings of the tenth ACM international conference on Multimedia
    December 2002
    683 pages
    ISBN:158113620X
    DOI:10.1145/641007
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    Publication History

    Published: 01 December 2002

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    Author Tags

    1. adaptive content delivery
    2. content delivery system
    3. edge computing
    4. personalized Web
    5. user modeling

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    MM02: ACM Multimedia 2002
    December 1 - 6, 2002
    Juan-les-Pins, France

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    MULTIMEDIA '02 Paper Acceptance Rate 46 of 330 submissions, 14%;
    Overall Acceptance Rate 995 of 4,171 submissions, 24%

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    MM '24
    The 32nd ACM International Conference on Multimedia
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    • (2023)EVACON-Rainsnow Computing: An Amalgamation of Cloud and Its Inherited Computing to Encourage End User for Both Localized and Globalized Remote ComputingWireless Personal Communications10.1007/s11277-023-10741-5132:4(2737-2792)Online publication date: 4-Oct-2023
    • (2021)Recent Advances in Evolving Computing Paradigms: Cloud, Edge, and Fog TechnologiesSensors10.3390/s2201019622:1(196)Online publication date: 28-Dec-2021
    • (2020)A Survey and Tutorial on “Connection Exploding Meets Efficient Communication” in the Internet of ThingsIEEE Internet of Things Journal10.1109/JIOT.2020.29966157:11(10733-10744)Online publication date: Nov-2020
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