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A mathematical model for file fragment diffusion and a neural predictor to manage priority queues over BitTorrent

100%

Napoli C., Pappalardo G., Tramontana E.

International Journal of Applied Mathematics and Computer Science

2016

tom 26

nr 1

147-160

BitTorrent splits the files that are shared on a P2P network into fragments and then spreads these by giving the highest priority to the rarest fragment. We propose a mathematical model that takes into account several factors such as the peer distance, communication delays, and file fragment availability in a future period also by using a neural network module designed to model the behaviour of the peers. The ensemble comprising the proposed mathematical model and a neural network provides a solution for choosing the file fragments that have to be spread first, in order to ensure their continuous availability, taking into account that some peers will disconnect.

Ograniczanie wyników

1 International Journal of Applied Mathematics and Computer Science

1 Napoli C.

1 Pappalardo G.

1 Tramontana E.

1 2016

Wyniki wyszukiwania

A mathematical model for file fragment diffusion and a neural predictor to manage priority queues over BitTorrent