Zobrazeno 1 - 10
of 12
pro vyhledávání: '"Bartosz Ka̧dziołka"'
Publikováno v:
IEEE Access, Vol 12, Pp 158561-158578 (2024)
This paper investigates the application of tree-based machine learning classifiers for flow-based traffic engineering, focusing on the binary classification of IP network flows into mice (short flows) and elephants (long flows) using 5-tuple header f
Externí odkaz:
https://doaj.org/article/b164ec6d6d3b41c3b763848a13e0c07c
Autor:
Piotr Borylo, Edyta Biernacka, Jerzy Domzal, Bartosz Kadziolka, Miroslaw Kantor, Krzysztof Rusek, Maciej Skala, Krzysztof Wajda, Robert Wojcik, Wojciech Zabek
Publikováno v:
IEEE Access, Vol 12, Pp 132856-132890 (2024)
As a consequence of increased complexity, technical requirements of services and expectations of end-users, telecommunication networks and systems must still increase their efficiency. Research currently focuses on introducing automation and intellig
Externí odkaz:
https://doaj.org/article/061d9370b837455bb5123dc718b8f7c2
Publikováno v:
IEEE Access, Vol 12, Pp 105744-105760 (2024)
In this paper, we explore the applicability of selected machine learning models to classify incoming flows as elephants or mice on the first packet, using Internet Protocol (IP) and transport layer headers (5-tuple). We show that traditional metrics
Externí odkaz:
https://doaj.org/article/ffd3d6fb88d647fbae299b180aac60d9
Publikováno v:
IEEE Access, Vol 12, Pp 65298-65309 (2024)
Quick and accurate identification of the largest flows in the network would allow for the management of most traffic using dedicated, flow-specific routes and policies, thereby significantly reducing the overall number of entries in switch flow table
Externí odkaz:
https://doaj.org/article/e1972a2e68a44b90a0f51588b1b10bc0
Publikováno v:
Entropy, Vol 26, Iss 7, p 537 (2024)
Rapid and precise detection of significant data streams within a network is crucial for efficient traffic management. This study leverages the TabNet deep learning architecture to identify large-scale flows, known as elephant flows, by analyzing the
Externí odkaz:
https://doaj.org/article/628ba88d0d544dc0a2d73906fbe152e4
Employing FAMTAR and AHB to Achieve an Optical Resource-Efficient Multilayer IP-Over-EON SDN Network
Publikováno v:
IEEE Access, Vol 10, Pp 94089-94099 (2022)
With the global Internet traffic continuously growing, network operators face more and more challenges related to the management of their networks. Efficient utilization of the available network resources becomes crucial to maintain the desired Quali
Externí odkaz:
https://doaj.org/article/2e2c620d0472442f89773a61cc18822a
Autor:
Piotr Boryło, Edyta Biernacka, Jerzy Domżał, Bartosz Ka̧dziołka, Mirosław Kantor, Krzysztof Rusek, Maciej Skała, Krzysztof Wajda, Robert Wójcik, Wojciech Za̧bek
Publikováno v:
Computer Communications.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::de70fba530464b95ba1af413fdc6631a
https://doi.org/10.1016/j.comcom.2023.05.019
https://doi.org/10.1016/j.comcom.2023.05.019
Autor:
Michał, Sobstyl, Sebastian, Dzierzecki, Mirosław, Zabek, Henryk, Koziara, Bartosz, Kadziołka, Zbigniew, Mossakowski
Publikováno v:
Neurologia i neurochirurgia polska. 41(1)
The aims of the study were to present the surgical technique of bilateral subthalamic nucleus (STN) deep brain stimulation (DBS) and to analyze our experience with the MedtronicStealthStation Treon neuronavigation system and Framelink 4.1 software in
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=pmid________::f836b9a18f5a86efbcaa0d2c533234f6
https://pubmed.ncbi.nlm.nih.gov/17330184
https://pubmed.ncbi.nlm.nih.gov/17330184
Publikováno v:
Neurologia i neurochirurgia polska. 40(3)
Essential tremor is the most common tremorogenic movement disorder. In the majority of patients the progression of the disease is slow and the pharmacological treatment effectively alleviates tremor. In rare cases of increased essential tremor the su
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=pmid________::e59262f19d3c148a5c9f50b2d7e5be1c
https://pubmed.ncbi.nlm.nih.gov/16794956
https://pubmed.ncbi.nlm.nih.gov/16794956
Autor:
Michał, Sobstyl, Mirosław, Zabek, Henryka, Koziara, Bartosz, Kadziołka, Zbigniew, Mossakowski
Publikováno v:
Neurologia i neurochirurgia polska. 40(2)
To assess the effectiveness of unilateral thalamotomy for the treatment of parkinsonian tremor and other motor signs of Parkinson's disease (PD).Between 1999 and 2004, 41 patients with idiopathic tremor dominant PD were treated surgically in the Neur
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=pmid________::5c1f652cc24588d92baa7dbcf1728fcc
https://pubmed.ncbi.nlm.nih.gov/16628508
https://pubmed.ncbi.nlm.nih.gov/16628508