Offloading the Small Cells for Load Balancing in UDNs Using the Proactive and the User Transfer Algorithms with Reducing the APs Inter-communications

Mohamad Salhani*

*Tämän työn vastaava kirjoittaja

    Tutkimustuotos: Artikkeli kirjassa/konferenssijulkaisussaConference article in proceedingsScientificvertaisarvioitu

    152 Lataukset (Pure)

    Abstrakti

    In Ultra-Dense Networks, the dense deployment of small cells generates an uneven traffic distribution. This causes network performance degradation. To address this problem, this paper proposes a proactive algorithm along known user transfer and reactive algorithms to construct small-cell clusters and perform load balance across the Access Points (APs). The proactive algorithm distributes the new users, user by user, to the small cells, while the reactive algorithms are triggered when the load of the chosen cluster reaches a predefined threshold. The transfer algorithms offload the small cells by transferring the extra users to the macrocells. The user transfer can occur before or after balancing the load by the reactive algorithm. Moreover, this paper adapts the Design Structure Matrix (DSM) method to balance the load and reduce the APs inter-communications. The results indicate that the proactive algorithm with the transfer algorithms and the DSM method improve the load distribution and significantly reduce the APs inter-communications.

    AlkuperäiskieliEnglanti
    OtsikkoAdvanced Information Networking and Applications - Proceedings of the 34th International Conference on Advanced Information Networking and Applications, AINA 2020
    ToimittajatLeonard Barolli, Flora Amato, Francesco Moscato, Tomoya Enokido, Makoto Takizawa
    KustantajaSpringer
    Sivut934-946
    Sivumäärä13
    ISBN (painettu)9783030440404
    DOI - pysyväislinkit
    TilaJulkaistu - 1 tammik. 2020
    OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisussa
    TapahtumaInternational Conference on Advanced Information Networking and Applications - Caserta, Italia
    Kesto: 15 huhtik. 202017 huhtik. 2020
    Konferenssinumero: 34

    Julkaisusarja

    NimiAdvances in Intelligent Systems and Computing
    Vuosikerta1151 AISC
    ISSN (painettu)2194-5357
    ISSN (elektroninen)2194-5365

    Conference

    ConferenceInternational Conference on Advanced Information Networking and Applications
    LyhennettäAINA
    Maa/AlueItalia
    KaupunkiCaserta
    Ajanjakso15/04/202017/04/2020

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