Real-Time TCP Packet Loss Prediction Using Machine Learning

M Welzl, S Islam, M Von Stephanides - IEEE Access, 2024 - ieeexplore.ieee.org
Congestion and resulting packet loss in TCP connections can lead to performance
degradation and reduce the Quality of Experience (QoE) for end users. Many common TCP …

Packet loss rate prediction using the sparse basis prediction model

AF Atiya, SG Yoo, KT Chong… - IEEE transactions on …, 2007 - ieeexplore.ieee.org
The quality of multimedia communicated through the Internet is highly sensitive to packet
loss. In this letter, we develop a time-series prediction model for the end-to-end packet loss …

[PDF][PDF] A neural network based congestion control algorithm for content-centric networks

P Bazmi, M Keshtgary - Journal of Advanced Computer Science & …, 2014 - academia.edu
Communication across the Internet has transformed over the years, generated primarily by
changes in the importance of content distribution. In the twenty-first century, people are more …

Application of network tomography in load balancing

MH Raza, A Nafarieh, W Robertson - Procedia Computer Science, 2015 - Elsevier
This paper applies network tomography for load balancing. Load balancing is the allocation
of the work of a single application to processors at run-time so that the execution time of the …

Network delay modeling in Mobile Wireless Mesh Networks using Network Tomography

RN Pradhan, MS Khan, M Nijim… - 2017 IEEE 7th Annual …, 2017 - ieeexplore.ieee.org
Network Tomography is a statistical inverse problem which estimates the traffic intensities in
the network for a dynamic environment using a probabilistic approach. Wireless Mesh …

Load balancing algorithm based on time series prediction of packet loss rate

C Ling, J Wang, C Wang, X Peng - 2009 4th IEEE Conference …, 2009 - ieeexplore.ieee.org
This paper proposes a new load balancing mechanism, called PPLR (prediction packet loss
rate), which is based on time series prediction. Load balancing is needed in many fields; …

Improving Internet Congestion Control With Packet Loss Prediction Using Machine Learning

M Stephanides - 2023 - duo.uio.no
Congestion and resulting packet loss in TCP connections can lead to performance
degradation and reduced Quality of Service (QoS) for end users. If a packet is dropped …

Supersaturated Cloud for Multicore Systems

M Uehara - 2014 IEEE 28th International Conference on …, 2014 - ieeexplore.ieee.org
In cloud era, new cloud skill is required for IT specialists. Educational organizations such as
University need to provide educational cloud for students. We are constructing private cloud …

Loss estimation and control mechanism in bufferless optical packet-switched networks based on multilayer perceptron

M Asghari, J Bagherzadeh, S Yousefi - Photonic Network …, 2018 - Springer
Artificial neural networks (ANNs) are well-known estimators for the output of broad range of
complex systems and functions. In this paper, a common ANN architecture called multilayer …

Load balancing algorithm based on predictive packet loss rate

C Ling, J Wang, C Wang - 2008 Second International …, 2008 - ieeexplore.ieee.org
We proposed a new load balancing mechanism, called PPLR (predictive packet loss rate),
by which flow can be divided into packets and each of the packets be transferred on an …