Approximation of resource requirements distribution for the analysis of M2M traffic characteristics

In the paper, M2M traffic characteristics in LTE mobile network are investigated. A specific resource scheduler based on the full power policy is considered. For the considered scheduler, the cumulative distribution function of resource requirements of M2M sessions is derived. Then, we approximate it by gamma distribution, which is used to evaluate the session blocking probability and average number of occupied resources by means of a queuing system with random requirements and limited resources. Copyright © 2016 for the individual papers by the papers' authors.

Authors
Sopin E. 1, 2 , Gudkova I. 1, 2 , Markova E. 1 , Ageyev K. 1
Conference proceedings
CEUR Workshop Proceedings
Publisher
CEUR-WS
Language
Russian
Pages
64-70
Status
Published
Volume
1763
Year
2016
Organizations
  • 1 RUDN University, Moscow, Russian Federation
  • 2 Institute of Informatics Problems, FRC CSC RAS, Moscow, Russian Federation
Keywords
Limited resources; LTE; M2M traffic; Queuing system; Random requirements; Resource allocation
Date of creation
19.10.2018
Date of change
19.10.2018
Short link
https://repository.rudn.ru/en/records/article/record/4372/
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