• español
    • English
  • Login
  • español 
    • español
    • English
  • Tipos de Publicaciones
    • bookbook partconference objectdoctoral thesisjournal articlemagazinemaster thesispatenttechnical documentationtechnical report
Ver ítem 
  •   IMDEA Networks Principal
  • Ver ítem
  •   IMDEA Networks Principal
  • Ver ítem
JavaScript is disabled for your browser. Some features of this site may not work without it.

Characterizing and Modeling Session-Level Mobile Traffic Demands from Large-Scale Measurements

Compartir
Ficheros
imc_166_cameraready.pdf (3.219Mb)
Identificadores
URI: https://hdl.handle.net/20.500.12761/1744
Metadatos
Mostrar el registro completo del ítem
Autor(es)
Zanella, André; Bazco-Nogueras, Antonio; Ziemlicki, Cezary; Fiore, Marco
Fecha
2023-10-24
Resumen
We analyze 4G and 5G transport-layer sessions generated by a widerange of mobile services at over 282, 000 base stations (BSs) of anoperational mobile network, and carry out a statistical characteriza-tion of their demand rates, associated traffic volume and temporalduration. Our study unveils previously unobserved session-levelbehaviors that are specific to individual mobile applications andpersistent across space, time and radio access technology. Basedon the gained insights, we model the arrival process of sessions atheterogeneously loaded BSs, the distribution of the session-levelload and its relationship with the session duration, using simpleyet effective mathematical approaches. Our models are fine-tunedto a variety of services, and complement existing tools that mimicpacket-level statistics or aggregated spatiotemporal traffic demandsat mobile network BSs. They thus offer an original angle to mobiletraffic data generation, and support a more credible performanceevaluation of solutions for network planning and management. Weassess the utility of the models in practical application use cases,demonstrating how they enable a more trustworthy evaluation ofsolutions for the orchestration of sliced and virtualized networks.
Compartir
Ficheros
imc_166_cameraready.pdf (3.219Mb)
Identificadores
URI: https://hdl.handle.net/20.500.12761/1744
Metadatos
Mostrar el registro completo del ítem

Listar

Todo IMDEA NetworksPor fecha de publicaciónAutoresTítulosPalabras claveTipos de contenido

Mi cuenta

Acceder

Estadísticas

Ver Estadísticas de uso

Difusión

emailContacto person Directorio wifi Eduroam rss_feed Noticias
Iniciativa IMDEA Sobre IMDEA Networks Organización Memorias anuales Transparencia
Síguenos en:
Comunidad de Madrid

UNIÓN EUROPEA

Fondo Social Europeo

UNIÓN EUROPEA

Fondo Europeo de Desarrollo Regional

UNIÓN EUROPEA

Fondos Estructurales y de Inversión Europeos

© 2021 IMDEA Networks. | Declaración de accesibilidad | Política de Privacidad | Aviso legal | Política de Cookies - Valoramos su privacidad: ¡este sitio no utiliza cookies!