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  4. SIMULATION AND ANALYSIS OF THE G/G/1/K QUEUE

SIMULATION AND ANALYSIS OF THE G/G/1/K QUEUE

File(s)
Tong_cornell_0058O_12410.pdf (359.37 KB)
Permanent Link(s)
https://doi.org/10.7298/63n7-xt31
https://hdl.handle.net/1813/117480
Collections
Cornell Theses and Dissertations
Author
Tong, Jingyao
Abstract

This thesis analyzes single server queueing models with finite capacity, specifically focusing on analyzing the stationary probabilities for M/G/1/K, G/M/1/K, and G/G/1/K queues. For M/G/1/K and G/M/1/K, stationary probabilities are computed analytically through recursive formulations to validate the simulation results. Additionally, a simulated-based sensitivity analysis is also conducted on the G/G/1/K queue to investigate how traffic intensity and buffer size affect critical performance measures, including average waiting time, queue length, and blocking probabilities. This analysis considers a wide range of interarrival and service distributions, including deterministic, exponential, gamma, geometric, hyperexponential, lognormal, truncated normal, uniform, and Weibull distributions.

Description
46 pages
Date Issued
2025-05
Keywords
G/G/1/K
•
Simulation
•
Stationary Probability
Committee Chair
Pender, Jamol
Committee Member
Dean, Sarah
Degree Discipline
Systems Engineering
Degree Name
M.S., Systems Engineering
Degree Level
Master of Science
Type
dissertation or thesis
Link(s) to Catalog Record
https://newcatalog.library.cornell.edu/catalog/16938243

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