Theses and Dissertations
Issuing Body
Mississippi State University
Advisor
Lazarou, Georgios Y.
Committee Member
Chu, Yul
Committee Member
Hu, Rose Qingyang
Date of Degree
8-3-2002
Document Type
Graduate Thesis - Open Access
Major
Electrical Engineering
Degree Name
Master of Science
College
College of Engineering
Department
Department of Electrical and Computer Engineering
Abstract
In this thesis, a new model for the slow start phase based on the discrete evolutions of congestion window is developed, and we integrate this part into the improved TCP steady state model for a better prediction performance. Combining these short and steady state models, we propose an extensive stochastic model which can accurately predict the throughput and latency of the TCP connections as functions of loss rate, round-trip time (RTT), and file size. We validate our results through simulation experiments. The results show that our model?s predictions match the simulation results better than the Padhye and Cardwell's stochastic models, about 75% improvement in the accuracy of performance predictions for the steady state and 20% improvement for the short-lived TCP flows.
URI
https://hdl.handle.net/11668/20273
Recommended Citation
Zheng, Dong, "On the Modeling of TCP Latency and Throughput" (2002). Theses and Dissertations. 3369.
https://scholarsjunction.msstate.edu/td/3369
Comments
TCP||stochastic model||slow start||congestion avoidance