Impact of item popularity and chunk popularity in CCN caching management

Zhi Liu, Mianxiong Dong, Bo Gu, Cheng Zhang, Yusheng Ji, Yoshiaki Tanaka

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

    3 Citations (Scopus)

    Abstract

    Content Centric Network (CCN) has become a heated research topic recently, as it is proposed as an alternative of the future network. The routers in CCN have the caching abilities and the caching strategies affect the system performance greatly. Each content in CCN is associated with a popularity, which is determined by the corresponding requested times. Popularity-aware caching scheme caches the popular content close to users and can lead to better caching performance in terms of smaller average transmission hops traveled. Content popularity significantly affects the overall system performance, and the content size is not considered during the content level popularity (i.e. item popularity) calculation. In this paper, we study the impact of the item popularity and chunk popularity in CCN, where the chunk popularity is the normalized item popularity considering the content size. Extensive simulations are conducted and the simulation results show the advantages and disadvantages of each scheme. A new popularity calculation method is proposed to perform the tradeoff between the item popularity and chunk popularity.

    Original languageEnglish
    Title of host publication18th Asia-Pacific Network Operations and Management Symposium, APNOMS 2016: Management of Softwarized Infrastructure - Proceedings
    PublisherInstitute of Electrical and Electronics Engineers Inc.
    ISBN (Electronic)9784885523045
    DOIs
    Publication statusPublished - 2016 Nov 7
    Event18th Asia-Pacific Network Operations and Management Symposium, APNOMS 2016 - Kanazawa, Japan
    Duration: 2016 Oct 52016 Oct 7

    Other

    Other18th Asia-Pacific Network Operations and Management Symposium, APNOMS 2016
    CountryJapan
    CityKanazawa
    Period16/10/516/10/7

    Fingerprint

    Network management
    Routers

    Keywords

    • caching
    • chunk popularity
    • content centric network (CCN)
    • ICN
    • item popularity

    ASJC Scopus subject areas

    • Information Systems and Management
    • Management Information Systems
    • Management of Technology and Innovation
    • Computer Networks and Communications
    • Hardware and Architecture

    Cite this

    Liu, Z., Dong, M., Gu, B., Zhang, C., Ji, Y., & Tanaka, Y. (2016). Impact of item popularity and chunk popularity in CCN caching management. In 18th Asia-Pacific Network Operations and Management Symposium, APNOMS 2016: Management of Softwarized Infrastructure - Proceedings [7737213] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/APNOMS.2016.7737213

    Impact of item popularity and chunk popularity in CCN caching management. / Liu, Zhi; Dong, Mianxiong; Gu, Bo; Zhang, Cheng; Ji, Yusheng; Tanaka, Yoshiaki.

    18th Asia-Pacific Network Operations and Management Symposium, APNOMS 2016: Management of Softwarized Infrastructure - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2016. 7737213.

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

    Liu, Z, Dong, M, Gu, B, Zhang, C, Ji, Y & Tanaka, Y 2016, Impact of item popularity and chunk popularity in CCN caching management. in 18th Asia-Pacific Network Operations and Management Symposium, APNOMS 2016: Management of Softwarized Infrastructure - Proceedings., 7737213, Institute of Electrical and Electronics Engineers Inc., 18th Asia-Pacific Network Operations and Management Symposium, APNOMS 2016, Kanazawa, Japan, 16/10/5. https://doi.org/10.1109/APNOMS.2016.7737213
    Liu Z, Dong M, Gu B, Zhang C, Ji Y, Tanaka Y. Impact of item popularity and chunk popularity in CCN caching management. In 18th Asia-Pacific Network Operations and Management Symposium, APNOMS 2016: Management of Softwarized Infrastructure - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2016. 7737213 https://doi.org/10.1109/APNOMS.2016.7737213
    Liu, Zhi ; Dong, Mianxiong ; Gu, Bo ; Zhang, Cheng ; Ji, Yusheng ; Tanaka, Yoshiaki. / Impact of item popularity and chunk popularity in CCN caching management. 18th Asia-Pacific Network Operations and Management Symposium, APNOMS 2016: Management of Softwarized Infrastructure - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2016.
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    abstract = "Content Centric Network (CCN) has become a heated research topic recently, as it is proposed as an alternative of the future network. The routers in CCN have the caching abilities and the caching strategies affect the system performance greatly. Each content in CCN is associated with a popularity, which is determined by the corresponding requested times. Popularity-aware caching scheme caches the popular content close to users and can lead to better caching performance in terms of smaller average transmission hops traveled. Content popularity significantly affects the overall system performance, and the content size is not considered during the content level popularity (i.e. item popularity) calculation. In this paper, we study the impact of the item popularity and chunk popularity in CCN, where the chunk popularity is the normalized item popularity considering the content size. Extensive simulations are conducted and the simulation results show the advantages and disadvantages of each scheme. A new popularity calculation method is proposed to perform the tradeoff between the item popularity and chunk popularity.",
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