Метод управління якістю сприйняття послуг для програмно-конфігурованих мереж, основаних на намірах

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dc.citation.epage85
dc.citation.issue1
dc.citation.journalTitleІнфокомунікаційні технології та електронна інженерія
dc.citation.spage76
dc.contributor.affiliationНаціональний університет “Львівська політехніка”
dc.contributor.affiliationLviv Polytechnik National University
dc.contributor.authorМедвецький, М.
dc.contributor.authorБешлей, М.
dc.contributor.authorПрислупський, А.
dc.contributor.authorMedvetskyi, M.
dc.contributor.authorBeshley, M.
dc.contributor.authorPryslupskyi, A.
dc.coverage.placenameЛьвів
dc.coverage.placenameLviv
dc.date.accessioned2023-03-03T11:09:26Z
dc.date.available2023-03-03T11:09:26Z
dc.date.created2021-04-01
dc.date.issued2021-04-01
dc.description.abstractУ статті розроблено метод управління якістю сприйняття у програмно-конфігурованих мережах із використанням ідеології IBN. Так звана IBN (Intent-based networking) основана на архітектурі SDN (Software-Defined Network) і являє собою одну із найважливіших нових можливостей мережевої інфраструктури. IBN пропонує мережевим адміністраторам простий спосіб вираження бізнес-цілей, таких як забезпечення необхідного QoE, даючи змогу мережевому програмному забезпеченню автоматично досягати поставлених цілей із забезпечення рівня QoE. У статті описано розроблення і реалізацію системи моніторингу QoE (Quality of Expirience) для майбутніх програмно-конфігурованих мереж на основі намірів (IBSDN), яка поліпшить якість обслуговування кінцевих користувачів і дасть змогу ефективніше використовувати мережеві ресурси. У статті також подано методи вимірювання параметрів програмно-конфігурованої мережі: затримки і втрати пакетів. Здійснено дослідження для оцінювання ефективності запропонованої системи QoE-моніторингу за допомогою генерації аудіо- та відеотрафіку в мережі Mininet.
dc.description.abstractThe article is devoted to the development of a perception quality management method in softwaredefined networking using IBN ideology. The so-called IBN (Intent-based networking) is based on the well-known SDN (Software-Defined Network) and represents one of the most important new features of network infrastructure. IBN offers network administrators a simple way to express business goals, such as providing the necessary QoE, by allowing network software to automatically achieve these QoE goals. This paper presents the design and implementation of a QoE (Quality of Expirience) monitoring system for future intent-based software-defined networking (IBSDN) that will improve end-user experience and allow more efficient use of network resources. The paper also presents methods for measuring network parameters: latency and packet loss. A study is conducted to evaluate the performance of the proposed monitoring system by generating audio and video traffic in Mininet network.
dc.format.extent76-85
dc.format.pages10
dc.identifier.citationМедвецький М. Метод управління якістю сприйняття послуг для програмно-конфігурованих мереж, основаних на намірах / М. Медвецький, М. Бешлей, А. Прислупський // Інфокомунікаційні технології та електронна інженерія. — Львів : Видавництво Львівської політехніки — Vol 1. — № 1. — С. 76–85.
dc.identifier.citationenMedvetskyi M., Beshley M., Pryslupskyi A. Metod upravlinnia yakistiu spryiniattia posluh dlia prohramno-konfihurovanykh merezh, osnovanykh na namirakh [QOE management method for intent-based software-defined networks]. Infocommunication Technologies and Electronic Engineering (Lviv), vol. 1, no 1, pp. 76-85 [in Ukrainian].
dc.identifier.issn2786-4553
dc.identifier.urihttps://ena.lpnu.ua/handle/ntb/57485
dc.language.isouk
dc.publisherВидавництво Львівської політехніки
dc.publisherLviv Politechnic Publishing House
dc.relation.ispartofІнфокомунікаційні технології та електронна інженерія, 1 (1)
dc.relation.ispartofInfocommunication Technologies and Electronic Engineering, 1 (1)
dc.relation.references[1] C. E. Rothenberg et al., “Intent-based Control Loop for DASH Video Service Assurance using ML-based Edge QoE Estimation”, 2020 6th IEEE Conference on Network Softwarization (NetSoft), Ghent, Belgium, 2020, pp. 353–355.
dc.relation.references[2] L. Wang and D. T. Delaney, “QoE Oriented Cognitive Network Based on Machine Learning and SDN”, 2019 IEEE 11th International Conference on Communication Software and Networks (ICCSN), Chongqing, China, 2019, pp. 678–681.
dc.relation.references[3] A. A. Barakabitze et al., “QoE Management of Multimedia Streaming Services in Future Networks: A Tutorial and Survey”, in IEEE Communications Surveys & Tutorials, vol. 22, no. 1, pp. 526–565.
dc.relation.references[4] M. Beshley, A. Pryslupskyi, O. Panchenko and M. Seliuchenko, “Dynamic Switch Migration Method Based on QoE- Aware Priority Marking for Intent-Based Networking”, 2020 IEEE 15th International Conference on Advanced Trends in Radioelectronics, Telecommunications and Computer Engineering (TCSET), LvivSlavske, Ukraine, 2020, pp. 864–868.
dc.relation.references[5] B. E. Ujcich, A. Bates and W. H. Sanders, “Provenance for Intent-Based Networking”, 2020 6th IEEE Conference on Network Softwarization (NetSoft), Ghent, Belgium, 2020, pp. 195–199.
dc.relation.references[6] O. Panchenko et al., “Method for adaptive client oriented management of quality of service in integrated SDN/CLOUD networks”, 2017 4th International Scientific-Practical Conference Problems of Infocommunications. Science and Technology (PIC S&T), Kharkov, 2017, pp. 452–455.
dc.relation.references[7] B. Lewis, L. Fawcett, M. Broadbent and N. Race, “Using P4 to Enable Scalable Intents in Software Defined Networks”, 2018 IEEE 26th International Conference on Network Protocols (ICNP), Cambridge, 2018, pp. 442–443.
dc.relation.references[8] M. Beshley, A. Pryslupskyi, O. Panchenko and H. Beshley, “SDN/Cloud Solutions for Intent-Based Networking”, 2019 3rd International Conference on Advanced Information and Communications Technologies (AICT), Lviv, Ukraine, 2019, pp. 22–25.
dc.relation.references[9] M. Bezahaf et al., “Self-Generated Intent-Based System”, 2019 10th International Conference on Networks of the Future (NoF), Rome, Italy, 2019, pp. 138–140.
dc.relation.references[10] A. Campanella, “Intent Based Network Operations”, 2019 Optical Fiber Communications Conference and Exhibition (OFC), San Diego, CA, USA, 2019, pp. 1–3.
dc.relation.references[11] M. Beshley, P. Vesely, A. Prislupskiy, H. Beshley, М. Kyryk, V. Romanchuk, I. Kahalo, “Customer-Oriented Quality of Service Management Method for the Future Intent-Based Networking”, Applied Sciences, vol. 10, no. 22, pp. 8223-1–8223-38. Nov. 2020.
dc.relation.references[12] M. Beshley, V. Romanchuk, M. Seliuchenko and A. Masiuk, “Investigation the modified priority queuing method based on virtualized network test bed”, The Experience of Designing and Application of CAD Systems in Microelectronics, Lviv, 2015, pp. 1–4.
dc.relation.references[13] K. Sivakumar and M. Chandramouli, “Concepts of Network Intent”, Internet Research Task Force Internet Draft, Oct. 2017.
dc.relation.references[14] T. Roscoe and D. Dimitrova, “Software defined networking, data centre perspective scalability & resilience”, Dec 20, 2017 2014. [Online].
dc.relation.references[15] H. Abdelgader Eissa, K. A. Bozed and H. Younis, “Software Defined Networking”, 2019 19th International Conference on Sciences and Techniques of Automatic Control and Computer Engineering (STA), Sousse, Tunisia, 2019, pp. 620–625, doi: 10.1109/STA.2019.8717234.
dc.relation.references[16] M. Klymash et al., “The researching and modeling of structures of mobile networks for providing of multiservice radio access”, Proceedings of International Conference on Modern Problem of Radio Engineering, Telecommunications and Computer Science, Lviv-Slavske, 2012, pp. 281–282.
dc.relation.references[17] S. Khorsandroo and A. S. Tosun, “An experimental investigation of SDN controller live migration in virtual data centers”, 2017 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), Berlin, 2017, pp. 309–314.
dc.relation.references[18] M. Pham, “SDN applications – The intent-based Northbound Interface realisation for extended applications”, 2016 IEEE NetSoft Conference and Workshops (NetSoft), Seoul, 2016, pp. 372–377.
dc.relation.references[19] V. Chervenets, V. Romanchuk, H. Beshley and A. Khudyy, “QoS/QoE correlation modified model for QoE evaluation on video service”, 2016 13th International Conference on Modern Problems of Radio Engineering, Telecommunications and Computer Science (TCSET), 2016, pp. 664–666.
dc.relation.references[20] “Download/Get Started with Mininet”, http://mininet.org/download/ , 2017.
dc.relation.references[21] “Installing new version of Open vSwitch”, https://github.com/mininet/mininet/wiki/Installing-new-version-ofOpen-vSwitch, February 2015.
dc.relation.references[22] “Mininet Walkthrough”, http://mininet.org/walkthrough/, 2017.
dc.relation.references[23] “Mininet VM Setup Notes”, http://mininet.org/vm-setup-notes/ , 2017.
dc.relation.references[24] T. L. Foundation, “OVS, open vswitch”, 2016. [Online]. Available: http://openvswitch.org/.
dc.relation.references[25] F. Pakzad, M. Portmann, W. L. Tan, and J. Indulska, “Efficient topology discovery in OpenFlow-based Software Defined Networks”, Computer Communications, 2015. [Online].
dc.relation.references[26] “Zodiac FX User Guide”, Zodiac FX, 02-Dec-2016. [Online]. Available: https://northboundnetworks. freshdesk.com/support/solutions/35000113092.
dc.relation.references[27] “Zodiac GX User Guide”, Zodiac GX, 02-Dec-2016. [Online]. Available: https://northboundnetworks. freshdesk .com/support/solutions/35000133459.
dc.relation.references[28] K. Phemius and M. Bouet, “Monitoring latency with OpenFlow”, Proceedings of the 9th International Conference on Network and Service Management (CNSM 2013), Zurich, 2013, pp. 122–125, doi: 10.1109/CNSM.2013.6727820.
dc.relation.references[29] M. Xezonaki, E. Liotou, N. Passas and L. Merakos, “An SDN QoE Monitoring Framework for VoIP and Video Applications”, 2018 IEEE 19th International Symposium on “A World of Wireless, Mobile and Multimedia Networks” (WoWMoM), Chania, 2018, pp. 1–6.
dc.relation.references[30] A. Koshibe, “Intent framework”, 2016. [Online]. Available: https://wiki.onosproject.org/display/ ONOS/Intent+Framework.
dc.relation.references[31] A. Koshibe, “Onos system components”, 2014. [Online]. Available: https://wiki.onosproject.org/display/ ONOS/System+Components.
dc.relation.references[32] M. Beshley, M. Seliuchenko, O. Panchenko, O. Zyuzko and I. Kahalo, “Experimental performance analysis of software-defined network switch and controller”, 2018 14th International Conference on Advanced Trends in Radioelecrtronics, Telecommunications and Computer Engineering (TCSET), Slavske, 2018, pp. 282–286.
dc.relation.referencesen[1] C. E. Rothenberg et al., "Intent-based Control Loop for DASH Video Service Assurance using ML-based Edge QoE Estimation", 2020 6th IEEE Conference on Network Softwarization (NetSoft), Ghent, Belgium, 2020, pp. 353–355.
dc.relation.referencesen[2] L. Wang and D. T. Delaney, "QoE Oriented Cognitive Network Based on Machine Learning and SDN", 2019 IEEE 11th International Conference on Communication Software and Networks (ICCSN), Chongqing, China, 2019, pp. 678–681.
dc.relation.referencesen[3] A. A. Barakabitze et al., "QoE Management of Multimedia Streaming Services in Future Networks: A Tutorial and Survey", in IEEE Communications Surveys & Tutorials, vol. 22, no. 1, pp. 526–565.
dc.relation.referencesen[4] M. Beshley, A. Pryslupskyi, O. Panchenko and M. Seliuchenko, "Dynamic Switch Migration Method Based on QoE- Aware Priority Marking for Intent-Based Networking", 2020 IEEE 15th International Conference on Advanced Trends in Radioelectronics, Telecommunications and Computer Engineering (TCSET), LvivSlavske, Ukraine, 2020, pp. 864–868.
dc.relation.referencesen[5] B. E. Ujcich, A. Bates and W. H. Sanders, "Provenance for Intent-Based Networking", 2020 6th IEEE Conference on Network Softwarization (NetSoft), Ghent, Belgium, 2020, pp. 195–199.
dc.relation.referencesen[6] O. Panchenko et al., "Method for adaptive client oriented management of quality of service in integrated SDN/CLOUD networks", 2017 4th International Scientific-Practical Conference Problems of Infocommunications. Science and Technology (PIC S&T), Kharkov, 2017, pp. 452–455.
dc.relation.referencesen[7] B. Lewis, L. Fawcett, M. Broadbent and N. Race, "Using P4 to Enable Scalable Intents in Software Defined Networks", 2018 IEEE 26th International Conference on Network Protocols (ICNP), Cambridge, 2018, pp. 442–443.
dc.relation.referencesen[8] M. Beshley, A. Pryslupskyi, O. Panchenko and H. Beshley, "SDN/Cloud Solutions for Intent-Based Networking", 2019 3rd International Conference on Advanced Information and Communications Technologies (AICT), Lviv, Ukraine, 2019, pp. 22–25.
dc.relation.referencesen[9] M. Bezahaf et al., "Self-Generated Intent-Based System", 2019 10th International Conference on Networks of the Future (NoF), Rome, Italy, 2019, pp. 138–140.
dc.relation.referencesen[10] A. Campanella, "Intent Based Network Operations", 2019 Optical Fiber Communications Conference and Exhibition (OFC), San Diego, CA, USA, 2019, pp. 1–3.
dc.relation.referencesen[11] M. Beshley, P. Vesely, A. Prislupskiy, H. Beshley, M. Kyryk, V. Romanchuk, I. Kahalo, "Customer-Oriented Quality of Service Management Method for the Future Intent-Based Networking", Applied Sciences, vol. 10, no. 22, pp. 8223-1–8223-38. Nov. 2020.
dc.relation.referencesen[12] M. Beshley, V. Romanchuk, M. Seliuchenko and A. Masiuk, "Investigation the modified priority queuing method based on virtualized network test bed", The Experience of Designing and Application of CAD Systems in Microelectronics, Lviv, 2015, pp. 1–4.
dc.relation.referencesen[13] K. Sivakumar and M. Chandramouli, "Concepts of Network Intent", Internet Research Task Force Internet Draft, Oct. 2017.
dc.relation.referencesen[14] T. Roscoe and D. Dimitrova, "Software defined networking, data centre perspective scalability & resilience", Dec 20, 2017 2014. [Online].
dc.relation.referencesen[15] H. Abdelgader Eissa, K. A. Bozed and H. Younis, "Software Defined Networking", 2019 19th International Conference on Sciences and Techniques of Automatic Control and Computer Engineering (STA), Sousse, Tunisia, 2019, pp. 620–625, doi: 10.1109/STA.2019.8717234.
dc.relation.referencesen[16] M. Klymash et al., "The researching and modeling of structures of mobile networks for providing of multiservice radio access", Proceedings of International Conference on Modern Problem of Radio Engineering, Telecommunications and Computer Science, Lviv-Slavske, 2012, pp. 281–282.
dc.relation.referencesen[17] S. Khorsandroo and A. S. Tosun, "An experimental investigation of SDN controller live migration in virtual data centers", 2017 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), Berlin, 2017, pp. 309–314.
dc.relation.referencesen[18] M. Pham, "SDN applications – The intent-based Northbound Interface realisation for extended applications", 2016 IEEE NetSoft Conference and Workshops (NetSoft), Seoul, 2016, pp. 372–377.
dc.relation.referencesen[19] V. Chervenets, V. Romanchuk, H. Beshley and A. Khudyy, "QoS/QoE correlation modified model for QoE evaluation on video service", 2016 13th International Conference on Modern Problems of Radio Engineering, Telecommunications and Computer Science (TCSET), 2016, pp. 664–666.
dc.relation.referencesen[20] "Download/Get Started with Mininet", http://mininet.org/download/ , 2017.
dc.relation.referencesen[21] "Installing new version of Open vSwitch", https://github.com/mininet/mininet/wiki/Installing-new-version-ofOpen-vSwitch, February 2015.
dc.relation.referencesen[22] "Mininet Walkthrough", http://mininet.org/walkthrough/, 2017.
dc.relation.referencesen[23] "Mininet VM Setup Notes", http://mininet.org/vm-setup-notes/ , 2017.
dc.relation.referencesen[24] T. L. Foundation, "OVS, open vswitch", 2016. [Online]. Available: http://openvswitch.org/.
dc.relation.referencesen[25] F. Pakzad, M. Portmann, W. L. Tan, and J. Indulska, "Efficient topology discovery in OpenFlow-based Software Defined Networks", Computer Communications, 2015. [Online].
dc.relation.referencesen[26] "Zodiac FX User Guide", Zodiac FX, 02-Dec-2016. [Online]. Available: https://northboundnetworks. freshdesk.com/support/solutions/35000113092.
dc.relation.referencesen[27] "Zodiac GX User Guide", Zodiac GX, 02-Dec-2016. [Online]. Available: https://northboundnetworks. freshdesk .com/support/solutions/35000133459.
dc.relation.referencesen[28] K. Phemius and M. Bouet, "Monitoring latency with OpenFlow", Proceedings of the 9th International Conference on Network and Service Management (CNSM 2013), Zurich, 2013, pp. 122–125, doi: 10.1109/CNSM.2013.6727820.
dc.relation.referencesen[29] M. Xezonaki, E. Liotou, N. Passas and L. Merakos, "An SDN QoE Monitoring Framework for VoIP and Video Applications", 2018 IEEE 19th International Symposium on "A World of Wireless, Mobile and Multimedia Networks" (WoWMoM), Chania, 2018, pp. 1–6.
dc.relation.referencesen[30] A. Koshibe, "Intent framework", 2016. [Online]. Available: https://wiki.onosproject.org/display/ ONOS/Intent+Framework.
dc.relation.referencesen[31] A. Koshibe, "Onos system components", 2014. [Online]. Available: https://wiki.onosproject.org/display/ ONOS/System+Components.
dc.relation.referencesen[32] M. Beshley, M. Seliuchenko, O. Panchenko, O. Zyuzko and I. Kahalo, "Experimental performance analysis of software-defined network switch and controller", 2018 14th International Conference on Advanced Trends in Radioelecrtronics, Telecommunications and Computer Engineering (TCSET), Slavske, 2018, pp. 282–286.
dc.relation.urihttp://mininet.org/download/
dc.relation.urihttps://github.com/mininet/mininet/wiki/Installing-new-version-ofOpen-vSwitch
dc.relation.urihttp://mininet.org/walkthrough/
dc.relation.urihttp://mininet.org/vm-setup-notes/
dc.relation.urihttp://openvswitch.org/
dc.relation.urihttps://northboundnetworks
dc.relation.urihttps://wiki.onosproject.org/display/
dc.rights.holder© Національний університет „Львівська політехніка“, 2021
dc.subjectSDN
dc.subjectIBN
dc.subjectMininet
dc.subjectQoE
dc.subjectQoS
dc.subjectONOS
dc.subjectSDN
dc.subjectIBN
dc.subjectMininet
dc.subjectQoE
dc.subjectQoS
dc.subjectONOS
dc.subject.udc621.391
dc.titleМетод управління якістю сприйняття послуг для програмно-конфігурованих мереж, основаних на намірах
dc.title.alternativeQOE management method for intent-based software-defined networks
dc.typeArticle

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Infocommunication Technologies and Electronic Engineering. – 2021. – Vol. 1, No. 1