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Archivio digitale delle tesi discusse presso l’Università di Pisa

Tesi etd-09182015-150751


Tipo di tesi
Tesi di laurea magistrale
Autore
COLUCCI, MARCO
URN
etd-09182015-150751
Titolo
Modeling Web Search Query Traffic with Batch Arrival Processes
Dipartimento
INFORMATICA
Corso di studi
INFORMATICA E NETWORKING
Relatori
relatore Dott. Tonellotto, Nicola
relatore Dott. Cassarà, Pietro
relatore Dott. Gotta, Alberto
Parole chiave
  • Batch Markovian arrival process
  • Generalized Cross Entropy method
  • queueing system
Data inizio appello
09/10/2015
Consultabilità
Completa
Riassunto
This thesis aims to study the Batch Markovian arrival process as a possible candidate to model the input stream of a queueing system. The characterization of the process is based on the estimation of the corresponding probability density function exploiting a non-parametric density estimation technique: the Generalized Cross Entropy method. The estimation provided by the proposed method is compared with an alternative one already studied in literature.
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