Adaptive Congestion Controller for ABR Traffic in ATM Network

Ujjwal, R. L.; S., C.; Prakash, Nupur

doi:10.1007/s11277-012-0720-5

Search citation statements

Order By: Relevance

Paper Sections

Select...

Introduction1

Citation Types

Supporting

Mentioning

Contrasting

Year Published

2015

Publication Types

Select...

Other1

Relationship

Self Cite0

Independent1

Authors

Journals

Cited by 1 publication

(1 citation statement)

References 7 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Traditional TCP Reno congestion control algorithm only makes response by reducing the congestion window (CWND) when network congestion has occurred, and the data rate also decreases with it at the same time [1]. For better congestion control many scholars have done a lot of meaningful work [2][3][4][5]. In this paper a congestion prediction method is proposed in the senders.…”

Section: Introductionmentioning

confidence: 99%

Applying the Linear Neural Network to TCP Congestion Control

Niu¹

2015

Proceedings of the 5th International Conference on Advanced Design and Manufacturing Engineering

View full text Add to dashboard Cite

Abstract. The previous TCP protocol cannot predict congestion. Only when the sender receives more than three acknowledgements or the retransmission timer is out can it realize that congestion has occurred. We train the linear neural network by using round-trip time and current TCP throughput as its inputs. As a result, we get the decision boundary, which could predict whether the current network is in congestion or not. Simulation results show that, when applied to TCP congestion control, it can effectively predict the occurrence of congestion, so congestion window could make adjustments as soon as possible to reduce the probability of congestion collapse.

show abstract

Section: Introductionmentioning

confidence: 99%

Applying the Linear Neural Network to TCP Congestion Control

Niu¹

2015

Proceedings of the 5th International Conference on Advanced Design and Manufacturing Engineering

View full text Add to dashboard Cite

show abstract

Adaptive Congestion Controller for ABR Traffic in ATM Network

Cited by 1 publication

References 7 publications

Applying the Linear Neural Network to TCP Congestion Control

Applying the Linear Neural Network to TCP Congestion Control

Contact Info

Product

Resources

About