Predicting expected TCP throughput using genetic algorithm

CH Benet, A Kassler, E Zola - Computer Networks, 2016 - Elsevier
Predicting the expected throughput of TCP is important for several aspects such as eg
determining handover criteria for future multihomed mobile nodes or determining the …

On the predictability of large transfer TCP throughput

Q He, C Dovrolis, M Ammar - ACM SIGCOMM Computer Communication …, 2005 - dl.acm.org
Predicting the throughput of large TCP transfers is important for a broad class of
applications. This paper focuses on the design, empirical evaluation, and analysis of TCP …

A machine learning approach to TCP throughput prediction

M Mirza, J Sommers, P Barford… - IEEE/ACM Transactions …, 2010 - ieeexplore.ieee.org
TCP throughput prediction is an important capability for networks where multiple paths exist
between data senders and receivers. In this paper, we describe a new lightweight method …

On the predictability of large transfer TCP throughput

Q He, C Dovrolis, M Ammar - Computer Networks, 2007 - Elsevier
Predicting the throughput of large TCP transfers is important for a broad class of
applications. This paper focuses on the design, empirical evaluation, and analysis of TCP …

Machine-learnt versus analytical models of TCP throughput

I El Khayat, P Geurts, G Leduc - Computer Networks, 2007 - Elsevier
We first study the accuracy of two well-known analytical models of the average throughput of
long-term TCP flows, namely the so-called SQRT and PFTK models, and show that these …

Formula-based TCP throughput prediction with available bandwidth

JH Hwang, C Yoo - IEEE Communications letters, 2010 - ieeexplore.ieee.org
In the research area of TCP throughput prediction, the well-known throughput model, a
function of loss rate, has some disadvantages such as difficulty of loss rate estimation and …

On the accuracy of analytical models of TCP throughput

I El Khayat, P Geurts, G Leduc - … , Coimbra, Portugal, May 15-19, 2006 …, 2006 - Springer
Based on a large set of TCP sessions we first study the accuracy of two well-known
analytical models (SQRT and PFTK) of the TCP average rate. This study shows that these …

A machine learning approach to TCP throughput prediction

M Mirza, J Sommers, P Barford, X Zhu - ACM SIGMETRICS Performance …, 2007 - dl.acm.org
TCP throughput prediction is an important capability in wide area overlay and multi-homed
networks where multiple paths may exist between data sources and receivers. In this paper …

[PDF][PDF] Performance of tcp congestion predictors as loss predictors

S Biaz, NH Vaidya - Department of Computer Science Technical Report, 1998 - Citeseer
In the context of TCP, several researchers have proposed heuristics to detect or predict
congestion in the network. In this paper, the term congestion predictors refers to such …

[PDF][PDF] Predicting TCP throughput from non-invasive data

M Goyal, R Guerin, R Rajan - Unpublished, http://www. seas …, 2001 - researchgate.net
In this paper, we wish to derive analytic models that predict the performance of TCP flows
between specified end-points using routinely observed network characteristics such as loss …