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Machine-Learned Recognition of Network Traffic for Optimization through Protocol Selection

Autor: Hamidreza Anvari, Paul Lu

Publikováno v: Computers, Vol 10, Iss 6, p 76 (2021)

We introduce optimization through protocol selection (OPS) as a technique to improve bulk-data transfer on shared wide-area networks (WANs). Instead of just fine-tuning the parameters of a network protocol, our empirical results show that the selecti

Externí odkaz: https://doaj.org/article/a412218344b04892be5854c459936cc6

Learning Mixed Traffic Signatures in Shared Networks

Autor: Anvari, Hamidreza, Lu, Paul

Publikováno v: Computational Science – ICCS 2020

On shared, wide-area networks (WAN), it can be difficult to characterise the current traffic. There can be different protocols in use, by multiple data streams, producing a mix of different traffic signatures. Furthermore, bottlenecks and protocols c

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=pmc_________::e1573a5a61d2a97afe682183f8d74f41
http://europepmc.org/articles/PMC7302268

A Zero-Touch Solution for Transport Layer Adaptation to Applications and Networks

Autor: Samir Medjiah, Christophe Chassot, El-Fadel Bonfoh

Publikováno v: 20th International IFIP Networking Conference
20th International IFIP Networking Conference, Jun 2021, Espoo (virtual ), Finland. ⟨10.23919/IFIPNetworking52078.2021.9472837⟩
Networking

International audience; TCP is not necessarily suitable for all contexts. It is well-known that, in some context, the "simple" fact of replacing TCP with another Transport protocol clearly improves the performance of the application, especially in te

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::967b8ee9f1764d9446d17e29cffa898c
https://hal.laas.fr/hal-03270599/file/cr_ifip_net.pdf

VTL : A Stable Framework for Conception, Implementation, and Deployment of Internet Communication Protocols

Autor: Bonfoh, El-Fadel

Publikováno v: Networking and Internet Architecture [cs.NI]. INSA de Toulouse, 2021. English. ⟨NNT : 2021ISAT0012⟩

National audience; The Internet and its evolutions are fundamentally based on the unique TCP/IP model, whose primary protocol of the Transport layer (L4) is the TCP protocol (and somewhat UDP). Despite its well-known limitations, TCP is still widely

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od______4074::11ebad28c557198d592845659ae0f0a7
https://theses.hal.science/tel-03523678/file/2021BONFOHElfadel.pdf