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Development of the method to control telecommunication network congestion based on a neural model

Nikolay Vinogradov, Mikhailo Stepanov, Yaroslav Toroshanko, Vyacheslav Cherevyk, Alina Savchenko, Valerii Hladkykh, Oleksandr Toroshanko, Tetiana Uvarova
2019 Eastern-European Journal of Enterprise Technologies  
disadvantages; -to develop and substantiate the circuit multi-step prediction of the queue state and congestion threat based on the neural model; -to develop the algorithm of neural network learning and  ...  The algorithm is quite common for fighting congestion and is able to work effectively in both wired and wireless networks.  ...  Maximum value G(t) displays the buffer size, which is required in a narrow place to avoid the packet loss; -average time ( )  f to reach the queue size and the source rate:  ... 
doi:10.15587/1729-4061.2019.164087 fatcat:koboks2wcjaoxm27kd6e2cl75y

Stochastic Forecasts Achieve High Throughput and Low Delay over Cellular Networks

Keith Winstein, Anirudh Sivaraman, Hari Balakrishnan
2013 Symposium on Networked Systems Design and Implementation  
Sprout works well over cellular wireless networks, where link speeds change dramatically with time, and current protocols build up multi-second queues in network gateways.  ...  In evaluations on traces from four commercial LTE and 3G networks, Sprout, compared with Skype, reduced self-inflicted end-to-end delay by a factor of 7.9 and achieved 2.2× the transmitted bit rate on  ...  We thank the members of the MIT Center for Wireless Networks and Mobile Computing, including Amazon.com, Cisco, Google, Intel, Mediatek, Microsoft, ST Microelectronics, and Telefonica, for their support  ... 
dblp:conf/nsdi/WinsteinSB13 fatcat:bzctdfxquvf6bjvokabpteeusu

Exploiting the Power of Multiplicity: A Holistic Survey of Network-Layer Multipath

Junaid Qadir, Anwaar Ali, Kok-Lim Alvin Yau, Arjuna Sathiaseelan, Jon Crowcroft
2015 IEEE Communications Surveys and Tutorials  
multi-channel, and multi-antenna trends in wireless; ubiquity of mobile devices that are multi-homed with heterogeneous access networks; and the development and standardization of multipath transport protocols  ...  There are many emerging trends in networking that signify that the Internet's future will be unmistakably multipath, including the use of multipath technology in datacenter computing; multi-interface,  ...  The authors would also like to thank Gareth Tyson and the anonymous reviewers for their useful feedback.  ... 
doi:10.1109/comst.2015.2453941 fatcat:pvatolih4ngwrooewos2rgeaoe

Evaluating reliable streaming in mobile networks

Florian Metzger
2014 unpublished
in mobile networks, is presented.  ...  Concerning mobile networks, a network trace from a live network is evaluated and explored for characteristics of the core network control plane.  ...  On average customers will be in the system. The representation -and queuing theory in general for that matter -was originally devised for telephone networks by Erlang [Erl17] .  ... 
doi:10.25365/thesis.36899 fatcat:qod7mnvo75aajgnapuahefb3va