A Queuing based Dynamic Auto Scaling Algorithm for the LTE EPC Control Plane

Jonathan Prados-Garzon, Abdelquoddouss Laghrissi, Miloud Bagaa, Tarik Taleb

Tutkimustuotos: Artikkeli kirjassa/konferenssijulkaisussaConference contributionScientificvertaisarvioitu

116 Lataukset (Pure)

Abstrakti

Network softwarization paradigm, whose main enabler is Network Functions Virtualization (NFV), facilitates the automation of the management operations and orchestration of the future networks, thus reducing the operational expenditures of the network. The envisioned management practices include the introduction of automation in the scaling of network services. This may enable operators to handle workload fluctuations to keep the desired performance with great agility and reduced costs. This procedure introduces a non-negligible delay in allocating or releasing virtual resources. Therefore, waiting until the system is overloaded or underutilized so as to scale resources up or down could negatively impact user Quality of Experience, or lead to inefficient resource utilization. In this vein, this paper proposes a novel and agile Dynamic Auto Scaling Algorithm for the Long Term Evolution (LTE) virtualized Evolved Packet Core (vEPC) Control Plane (CP). The resources dimensioning stage of the algorithm is based on an original queuing model for the LTE CP. To model the LTE CP, we use an open network of G/G/m queues. We also provide expressions to derive the steady state transition probabilities of the queuing network. Finally, we validate the proper operation of our solution using accurate simulation tools.
AlkuperäiskieliEnglanti
Otsikko2018 IEEE Global Communications Conference, GLOBECOM 2018
KustantajaIEEE
ISBN (elektroninen)978-1-5386-4727-1
DOI - pysyväislinkit
TilaJulkaistu - 2018
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisuussa
TapahtumaIEEE Global Communications Conference - UAE, Abu Dhabi, Yhdistyneet arabiemiirikunnat
Kesto: 9 joulukuuta 201813 joulukuuta 2018
https://globecom2018.ieee-globecom.org/

Julkaisusarja

NimiIEEE Global Communications Conferences
KustantajaIEEE
ISSN (elektroninen)2576-6813

Conference

ConferenceIEEE Global Communications Conference
LyhennettäGLOBECOM
MaaYhdistyneet arabiemiirikunnat
KaupunkiAbu Dhabi
Ajanjakso09/12/201813/12/2018
www-osoite

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  • Siteeraa tätä

    Prados-Garzon, J., Laghrissi, A., Bagaa, M., & Taleb, T. (2018). A Queuing based Dynamic Auto Scaling Algorithm for the LTE EPC Control Plane. teoksessa 2018 IEEE Global Communications Conference, GLOBECOM 2018 (IEEE Global Communications Conferences). IEEE. https://doi.org/10.1109/GLOCOM.2018.8648023