Tabu search para el problema de ubicación del controlador en software defined networks

Las redes definidas por software (SDN) es un paradigma emergente en el diseño y administración de redes que permite la optimización del uso de los recursos de la red. Este paradigma está siendo ampliamente explorado y desarrollado desde varios ángulos debido a las grandes ventajas que consigo trae....

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Autores:
Abuabara Caserta, Richard Isaac
Tipo de recurso:
Masters Thesis
Fecha de publicación:
2019
Institución:
Universidad Santo Tomás
Repositorio:
Repositorio Institucional USTA
Idioma:
spa
OAI Identifier:
oai:repository.usta.edu.co:11634/16639
Acceso en línea:
http://hdl.handle.net/11634/16639
Palabra clave:
SDN
CPP
Dijkstra Algorithm
Tabu Search (TS)
Topology zoo
Computer networks
Systems software
Computer programs
Redes computadores
Programas del Sistema
Programas para computador
Redes definidas por software
Problema de ubicacion del controlador
Algoritmo Dijkstra
Búsqueda de Tabu
Topologías Zoo
Rights
openAccess
License
Atribución-NoComercial-SinDerivadas 2.5 Colombia
id SANTOTOMAS_8fd5b051d89e967896d89b835dd12292
oai_identifier_str oai:repository.usta.edu.co:11634/16639
network_acronym_str SANTOTOMAS
network_name_str Repositorio Institucional USTA
repository_id_str
dc.title.spa.fl_str_mv Tabu search para el problema de ubicación del controlador en software defined networks
title Tabu search para el problema de ubicación del controlador en software defined networks
spellingShingle Tabu search para el problema de ubicación del controlador en software defined networks
SDN
CPP
Dijkstra Algorithm
Tabu Search (TS)
Topology zoo
Computer networks
Systems software
Computer programs
Redes computadores
Programas del Sistema
Programas para computador
Redes definidas por software
Problema de ubicacion del controlador
Algoritmo Dijkstra
Búsqueda de Tabu
Topologías Zoo
title_short Tabu search para el problema de ubicación del controlador en software defined networks
title_full Tabu search para el problema de ubicación del controlador en software defined networks
title_fullStr Tabu search para el problema de ubicación del controlador en software defined networks
title_full_unstemmed Tabu search para el problema de ubicación del controlador en software defined networks
title_sort Tabu search para el problema de ubicación del controlador en software defined networks
dc.creator.fl_str_mv Abuabara Caserta, Richard Isaac
dc.contributor.advisor.spa.fl_str_mv Arévalo Herrera, Juliana Alejandra
Díaz Sánchez, Angel Felipe
dc.contributor.author.spa.fl_str_mv Abuabara Caserta, Richard Isaac
dc.contributor.cvlac.spa.fl_str_mv http://scienti.colciencias.gov.co:8081/cvlac/visualizador/generarCurriculoCv.do?cod_rh=0000759813
dc.subject.keyword.spa.fl_str_mv SDN
CPP
Dijkstra Algorithm
Tabu Search (TS)
Topology zoo
Computer networks
Systems software
Computer programs
topic SDN
CPP
Dijkstra Algorithm
Tabu Search (TS)
Topology zoo
Computer networks
Systems software
Computer programs
Redes computadores
Programas del Sistema
Programas para computador
Redes definidas por software
Problema de ubicacion del controlador
Algoritmo Dijkstra
Búsqueda de Tabu
Topologías Zoo
dc.subject.lemb.spa.fl_str_mv Redes computadores
Programas del Sistema
Programas para computador
dc.subject.proposal.spa.fl_str_mv Redes definidas por software
Problema de ubicacion del controlador
Algoritmo Dijkstra
Búsqueda de Tabu
Topologías Zoo
description Las redes definidas por software (SDN) es un paradigma emergente en el diseño y administración de redes que permite la optimización del uso de los recursos de la red. Este paradigma está siendo ampliamente explorado y desarrollado desde varios ángulos debido a las grandes ventajas que consigo trae. El ámbito de interés de esta tesis es darle solución al CPP, tomando topologías WAN de la vida real del Topology Zoo, y explorar las diferentes soluciones proveídas por el algoritmo para cada una de estas topologías, combinando las rutas del camino más corto mediante el algoritmo Dijkstra y optimizando las activación de los controladores mediante el algoritmo Tabú, cumpliendo las restricciones definidas en el modelo a través de programación de alto nivel Python con programación orientada a objetos (POO).
publishDate 2019
dc.date.accessioned.spa.fl_str_mv 2019-05-13T17:06:57Z
dc.date.available.spa.fl_str_mv 2019-05-13T17:06:57Z
dc.date.issued.spa.fl_str_mv 2019-05-12
dc.type.local.spa.fl_str_mv Tesis de maestría
dc.type.version.none.fl_str_mv info:eu-repo/semantics/acceptedVersion
dc.type.category.spa.fl_str_mv Formación de Recurso Humano para la Ctel: Trabajo de grado de Maestría
dc.type.coar.none.fl_str_mv http://purl.org/coar/resource_type/c_bdcc
dc.type.drive.none.fl_str_mv info:eu-repo/semantics/masterThesis
format http://purl.org/coar/resource_type/c_bdcc
status_str acceptedVersion
dc.identifier.citation.spa.fl_str_mv Abuabara,R(2019).Tabu Search para el problema de ubicación del Controlador en Software Defined Networks(tesis de maestria). Universidad Santo Tomas,Bogota,Colombia.
dc.identifier.uri.none.fl_str_mv http://hdl.handle.net/11634/16639
dc.identifier.reponame.spa.fl_str_mv reponame:Repositorio Institucional Universidad Santo Tomás
dc.identifier.instname.spa.fl_str_mv instname:Universidad Santo Tomás
dc.identifier.repourl.spa.fl_str_mv repourl:https://repository.usta.edu.co
identifier_str_mv Abuabara,R(2019).Tabu Search para el problema de ubicación del Controlador en Software Defined Networks(tesis de maestria). Universidad Santo Tomas,Bogota,Colombia.
reponame:Repositorio Institucional Universidad Santo Tomás
instname:Universidad Santo Tomás
repourl:https://repository.usta.edu.co
url http://hdl.handle.net/11634/16639
dc.language.iso.spa.fl_str_mv spa
language spa
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T. Benson, A. Akella, and D. Maltz, “Unraveling the complexity of network management,” 6th USENIX Symp. Networked Syst. Des. Implement., pp. 335–348, 2009.
A. Shalimov, D. Zuikov, D. Zimarina, V. Pashkov, and R. Smeliansky, “Advanced study of SDN/OpenFlow controllers,” Proc. 9th Cent. East. Eur. Softw. Eng. Conf. Russ. - CEE-SECR ’13, no. October, pp. 1–6, 2013.
H. Farhady, H. Lee, and A. Nakao, “Software-Defined Networking: A survey,” Comput. Networks, vol. 81, pp. 79–95, 2015.
N. McKeown et al., “OpenFlow,” ACM SIGCOMM Comput. Commun. Rev., vol. 38, no. 2, p. 69, 2008.
P. Goransson and C. Black, “How SDN Works,” Softw. Defin. Networks, pp. 59–79, 2014.
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J. Hu, C. Lin, X. Li, and J. Huang, “Scalability of control planes for Software defined networks: Modeling and evaluation,” 2014 IEEE 22nd Int. Symp. Qual. Serv., pp. 147–152, 2014.
M. T. I. Ul Huque, W. Si, G. Jourjon, and V. Gramoli, “Large-Scale Dynamic Controller Placement,” IEEE Trans. Netw. Serv. Manag., vol. 14, no. 1, pp. 63–76, 2017.
E. Tarazona, “The Controller Placement Problem in Software Defined Networks.”
Y. N. Hu, W. D. Wang, X. Y. Gong, X. R. Que, and S. D. Cheng, “On the placement of controllers in software-defined networks,” J. China Univ. Posts Telecommun., vol. 19, no. SUPPL. 2, pp. 92–97, 2012.
K. Nguyen, Q. T. Minh, and S. Yamada, “A software-defined networking approach for disaster-resilient WANs,” Proc. - Int. Conf. Comput. Commun. Networks, ICCCN, no. 1, 2013.
E. Borcoci, T. Ambarus, and M. Vochin, “On Multi-controller Placement Optimization in Software Defined Networking - based WANs,” Fourteenth Int. Conf. Networks ICN 2015, no. c, pp. 261–266, 2015.
K. Sagar Sahoo et al., “Metaheuristic Solutions for Solving Controller Placement Problem in SDN-based WAN Architecture,” Proc. 14th Int. Jt. Conf. E-bus. Telecommun., vol. 1, no. Icete, pp. 15–23, 2017.
A. Gelberger, N. Yemini, and R. Giladi, “Performance analysis of Software-Defined Networking (SDN),” Proc. - IEEE Comput. Soc. Annu. Int. Symp. Model. Anal. Simul. Comput. Telecommun. Syst. MASCOTS, pp. 389–393, 2013.
V. Ahmadi and M. Khorramizadeh, “An adaptive heuristic for multi-objective controller placement in software-defined networks,” Comput. Electr. Eng., vol. 0, pp. 1–25, 2017.
A. Blenk, A. Basta, J. Zerwas, and W. Kellerer, “Pairing SDN with network virtualization: The network hypervisor placement problem,” 2015 IEEE Conf. Netw. Funct. Virtualization Softw. Defin. Network, NFV-SDN 2015, pp. 198–204, 2016.
A. Tootoonchian and Y. Ganjali, “Hyperflow: a distributed control plane for openflow,” Proc. 2010 internet Netw. …, pp. 3–3, 2010.
A. Tootoonchian, S. Gorbunov, Y. Ganjali, M. Casado, and R. Sherwood, “On controller performance in software-defined networks,” Proceeding Hot-ICE’12 Proc. 2nd USENIX Conf. Hot Top. Manag. Internet, Cloud, Enterp. Networks Serv., pp. 10–10, 2012.
Y. Hu, W. Wang, X. Gong, X. Que, and S. Cheng, “On reliability-optimized controller placement for Software-Defined Networks,” China Commun., vol. 11, no. 2, pp. 38–54, 2014.
Y. Hu, W. Wendong, and X. Gong, “Reliability-aware controller placement for Software-Defined Networks,” Integr. Netw. …, pp. 672–675, 2013.
J. Liu, J. Liu, and R. Xie, “Reliability-based controller placement algorithm in software defined networking,” Comput. Sci. Inf. Syst., vol. 13, no. 2, pp. 547–560, 2016.
Y. Zhang N. Beheshti and M. Tatipamula, “On resilience of split architecture networks,” Glob. Telecommun. Conf. GLOBECOM ’11 IEEE, pp. 1–6, 2011.
J. M. B, “Advances in Dependability Engineering of Complex Systems,” vol. 582, 2018.
F. J. Ros and P. M. Ruiz, “Five nines of southbound reliability in software-defined networks,” Proc. third Work. Hot Top. Softw. Defin. Netw. - HotSDN ’14, pp. 31–36, 2014.
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K. Sood and Y. Xiang, “The controller placement problem or the controller selection problem?,” J. Commun. Inf. Networks, vol. 2, no. 3, pp. 1–9, 2017.
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spelling Arévalo Herrera, Juliana AlejandraDíaz Sánchez, Angel FelipeAbuabara Caserta, Richard Isaachttp://scienti.colciencias.gov.co:8081/cvlac/visualizador/generarCurriculoCv.do?cod_rh=00007598132019-05-13T17:06:57Z2019-05-13T17:06:57Z2019-05-12Abuabara,R(2019).Tabu Search para el problema de ubicación del Controlador en Software Defined Networks(tesis de maestria). Universidad Santo Tomas,Bogota,Colombia.http://hdl.handle.net/11634/16639reponame:Repositorio Institucional Universidad Santo Tomásinstname:Universidad Santo Tomásrepourl:https://repository.usta.edu.coLas redes definidas por software (SDN) es un paradigma emergente en el diseño y administración de redes que permite la optimización del uso de los recursos de la red. Este paradigma está siendo ampliamente explorado y desarrollado desde varios ángulos debido a las grandes ventajas que consigo trae. El ámbito de interés de esta tesis es darle solución al CPP, tomando topologías WAN de la vida real del Topology Zoo, y explorar las diferentes soluciones proveídas por el algoritmo para cada una de estas topologías, combinando las rutas del camino más corto mediante el algoritmo Dijkstra y optimizando las activación de los controladores mediante el algoritmo Tabú, cumpliendo las restricciones definidas en el modelo a través de programación de alto nivel Python con programación orientada a objetos (POO).The networks defined by software (SDN) is an emerging paradigm in the design and administration of networks that allows optimizing the use of network resources. This paradigm is being widely explored and developed from various angles to the great advantages it has. The scope of interest of this thesis is to give solution to the CPP, taking as topological WAN topologies of the real life of the Zoological Topology, and to explore the different solutions for the algorithm for each of these topologies, combining the shortest path routes through the Dijkstra algorithm and optimizing the activation of the controllers by means of the Tabú algorithm, fulfilling the restrictions defined in the model through Python high-level programming with object-oriented programming (OOP).Magister en Telecomunicaciones y Regulación tichttp://unidadinvestigacion.usta.edu.coMaestríaapplication/pdfspaUniversidad Santo TomásMaestría Telecomunicaciones y Regulación TICFacultad de Ingeniería de TelecomunicacionesAtribución-NoComercial-SinDerivadas 2.5 Colombiahttp://creativecommons.org/licenses/by-nc-nd/2.5/co/Abierto (Texto Completo)info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Tabu search para el problema de ubicación del controlador en software defined networksSDNCPPDijkstra AlgorithmTabu Search (TS)Topology zooComputer networksSystems softwareComputer programsRedes computadoresProgramas del SistemaProgramas para computadorRedes definidas por softwareProblema de ubicacion del controladorAlgoritmo DijkstraBúsqueda de TabuTopologías ZooTesis de maestríainfo:eu-repo/semantics/acceptedVersionFormación de Recurso Humano para la Ctel: Trabajo de grado de Maestríahttp://purl.org/coar/resource_type/c_bdccinfo:eu-repo/semantics/masterThesisCRAI-USTA BogotáY. Miao, Z. C. B, W. Li, H. Ma, and X. Liu, “Space Information Networks,” vol. 688, pp. 16–25, 2017.T. Benson, A. Akella, and D. Maltz, “Unraveling the complexity of network management,” 6th USENIX Symp. Networked Syst. Des. Implement., pp. 335–348, 2009.A. Shalimov, D. Zuikov, D. Zimarina, V. Pashkov, and R. Smeliansky, “Advanced study of SDN/OpenFlow controllers,” Proc. 9th Cent. East. Eur. Softw. Eng. Conf. Russ. - CEE-SECR ’13, no. October, pp. 1–6, 2013.H. Farhady, H. Lee, and A. Nakao, “Software-Defined Networking: A survey,” Comput. Networks, vol. 81, pp. 79–95, 2015.N. McKeown et al., “OpenFlow,” ACM SIGCOMM Comput. Commun. Rev., vol. 38, no. 2, p. 69, 2008.P. Goransson and C. Black, “How SDN Works,” Softw. Defin. Networks, pp. 59–79, 2014.A. G. P. Lobato, Redes Definidas por Software Introdução. 2013.B. Heller, R. Sherwood, and N. McKeown, “The controller placement problem,” Proc. first Work. Hot Top. Softw. Defin. networks - HotSDN ’12, p. 7, 2012.J. Hu, C. Lin, X. Li, and J. Huang, “Scalability of control planes for Software defined networks: Modeling and evaluation,” 2014 IEEE 22nd Int. Symp. Qual. Serv., pp. 147–152, 2014.M. T. I. Ul Huque, W. Si, G. Jourjon, and V. Gramoli, “Large-Scale Dynamic Controller Placement,” IEEE Trans. Netw. Serv. Manag., vol. 14, no. 1, pp. 63–76, 2017.E. Tarazona, “The Controller Placement Problem in Software Defined Networks.”Y. N. Hu, W. D. Wang, X. Y. Gong, X. R. Que, and S. D. Cheng, “On the placement of controllers in software-defined networks,” J. China Univ. Posts Telecommun., vol. 19, no. SUPPL. 2, pp. 92–97, 2012.K. Nguyen, Q. T. Minh, and S. Yamada, “A software-defined networking approach for disaster-resilient WANs,” Proc. - Int. Conf. Comput. Commun. Networks, ICCCN, no. 1, 2013.E. Borcoci, T. Ambarus, and M. Vochin, “On Multi-controller Placement Optimization in Software Defined Networking - based WANs,” Fourteenth Int. Conf. Networks ICN 2015, no. c, pp. 261–266, 2015.K. Sagar Sahoo et al., “Metaheuristic Solutions for Solving Controller Placement Problem in SDN-based WAN Architecture,” Proc. 14th Int. Jt. Conf. E-bus. Telecommun., vol. 1, no. Icete, pp. 15–23, 2017.A. Gelberger, N. Yemini, and R. Giladi, “Performance analysis of Software-Defined Networking (SDN),” Proc. - IEEE Comput. Soc. Annu. Int. Symp. Model. Anal. Simul. Comput. Telecommun. Syst. MASCOTS, pp. 389–393, 2013.V. Ahmadi and M. Khorramizadeh, “An adaptive heuristic for multi-objective controller placement in software-defined networks,” Comput. Electr. Eng., vol. 0, pp. 1–25, 2017.A. Blenk, A. Basta, J. Zerwas, and W. Kellerer, “Pairing SDN with network virtualization: The network hypervisor placement problem,” 2015 IEEE Conf. Netw. Funct. Virtualization Softw. Defin. Network, NFV-SDN 2015, pp. 198–204, 2016.A. Tootoonchian and Y. Ganjali, “Hyperflow: a distributed control plane for openflow,” Proc. 2010 internet Netw. …, pp. 3–3, 2010.A. Tootoonchian, S. Gorbunov, Y. Ganjali, M. Casado, and R. Sherwood, “On controller performance in software-defined networks,” Proceeding Hot-ICE’12 Proc. 2nd USENIX Conf. Hot Top. Manag. Internet, Cloud, Enterp. Networks Serv., pp. 10–10, 2012.Y. Hu, W. Wang, X. Gong, X. Que, and S. Cheng, “On reliability-optimized controller placement for Software-Defined Networks,” China Commun., vol. 11, no. 2, pp. 38–54, 2014.Y. Hu, W. Wendong, and X. Gong, “Reliability-aware controller placement for Software-Defined Networks,” Integr. Netw. …, pp. 672–675, 2013.J. Liu, J. Liu, and R. Xie, “Reliability-based controller placement algorithm in software defined networking,” Comput. Sci. Inf. Syst., vol. 13, no. 2, pp. 547–560, 2016.Y. Zhang N. Beheshti and M. Tatipamula, “On resilience of split architecture networks,” Glob. Telecommun. Conf. GLOBECOM ’11 IEEE, pp. 1–6, 2011.J. M. B, “Advances in Dependability Engineering of Complex Systems,” vol. 582, 2018.F. J. Ros and P. M. 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