Understanding the Modeling of Computer Network Delays using Neural Networks

Autor: Eduard Alarcon, Albert Mestres, Albert Cabellos-Aparicio, Yusheng Ji

Publikováno v: UPCommons. Portal del coneixement obert de la UPC
Universitat Politècnica de Catalunya (UPC)
Recercat. Dipósit de la Recerca de Catalunya
instname
Big-DAMA@SIGCOMM

Recent trends in networking are proposing the use of Machine Learning (ML) techniques for the control and operation of the network. In this context, ML can be used as a computer network modeling technique to build models that estimate the network per

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5d50afeef7c63dd54fc8b7920934ed34

Blind maximum likelihood estimation of traffic matrices under long-range dependent traffic

Autor: Conti, P. L, De Giovanni, Livia, Naldi, M.

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3c90cdbb916c03689b12f70ebeafeec4
http://hdl.handle.net/2108/10051

On the Effectiveness of Sleep Modes in Backbone Networks with Limited Configurations

Autor: Luca Chiaraviglio, Cianfrani, A.

Publikováno v: 20th International Conference on Software, Telecommunications and Computer Networks (SoftCOM 2012)
20th International Conference on Software, Telecommunications and Computer Networks (SoftCOM 2012), Sep 2012, Split, Croatia. pp.1-6
Scopus-Elsevier

International audience; We study the problem of putting in sleep mode devices of a backbone network, while limiting the number of times each device changes its power state (full power mode or sleep mode). Our aim is to limit the number of network con

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::80bb3034e08ba4a59035e45bb9aa9ddc
https://hal.inria.fr/hal-00763114

On traffic domination in communication networks

Autor: Michal Pioro, Pablo Pavon-Marino, Walid Ben-Ameur

Publikováno v: Performance Evaluation of Computer and Communication Systems. Milestones and Future Challenges ISBN: 9783642255748
PERFORM
Repositorio Digital de la Universidad Politécnica de Cartagena
instname
Lecture Notes in Computer Science
Performance Evaluation of Computer and Communication Systems (PERFORM)
Performance Evaluation of Computer and Communication Systems (PERFORM), Oct 2010, Vienne, Austria. pp.191-202, ⟨10.1007/978-3-642-25575-5_16⟩

Input data for communication network design/optimization problems involving multi-hour or uncertain tra c can consist of a large set of tra c matrices. These matrices are explicitly considered in prob- lem formulations for link dimensioning. However,

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7a353d538c79607f4d50639ebcd4c187

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