44 research outputs found

    A meter band rate mechanism to improve the native QoS capability of OpenFlow and OpenDaylight

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    The exponential growth of mobile connected devices with advanced multimedia features imposes a requirement to enhance quality of service (QoS) from heterogeneous systems and networks. In order to satisfy mission-critical multimedia QoS requirements new generation mobile networks must present content-optimized mechanisms in order to use valuable network resources efficiently and provide QoS requirements for each application. This research explores a novel solution for quality of service performance for streaming mission-critical video data in OpenFlow SDN networks. A Meter Band Rate Evaluator (MBE) Mechanism is proposed based on a new band rate description language to improve the native QoS capability of OpenFlow and OpenDaylight. Its design and development are presented and the mechanism is verified through a simulated experiment in an SDN testbed. The results revealed a significant percentage increase in QoS performance when the MBE was enabled. These findings provide support and validation for the effectiveness of the MBE to enhance the native capability of OpenFlow and OpenDaylight for efficient QoS provision

    A meter band rate mechanism to improve the native QoS capability of OpenFlow and OpenDaylight

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    The exponential growth of mobile connected devices with advanced multimedia features imposes a requirement to enhance quality of service (QoS) from heterogeneous systems and networks. In order to satisfy mission-critical multimedia QoS requirements new generation mobile networks must present content-optimized mechanisms in order to use valuable network resources efficiently and provide QoS requirements for each application. This research explores a novel solution for quality of service performance for streaming mission-critical video data in OpenFlow SDN networks. A Meter Band Rate Evaluator (MBE) Mechanism is proposed based on a new band rate description language to improve the native QoS capability of OpenFlow and OpenDaylight. Its design and development are presented and the mechanism is verified through a simulated experiment in an SDN testbed. The results revealed a significant percentage increase in QoS performance when the MBE was enabled. These findings provide support and validation for the effectiveness of the MBE to enhance the native capability of OpenFlow and OpenDaylight for efficient QoS provision

    Design and validation of a meter band rate in OpenFlow and OpenDaylight for optimizing QoS

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    Technological developments in the Internet and communications have created a vastly complex and dynamic context with diverse heterogeneous networks and fast growth of mobile devices and multimedia. As the Internet becomes the primary mode of communication for many organisations there is requirement to enhance quality of service (QoS) from heterogeneous systems and networks. Traditional networks such as TETRA have become increasingly incapable of addressing the demand for media rich, bandwidth intensive traffic flows and applications. Mission-critical multimedia over new generation mobile networks face QoS constraints. This research explores a novel solution for quality of service performance for streaming mission-critical video data in OpenFlow SDN networks. A Meter Band Rate Evaluation (MBE) mechanism is advanced that improves the native QoS capability of OpenFlow and OpenDaylight. The MBE is a physical component added to the OpenFlow meter table to evaluate and dynamically adjust traffic rates and allows the traffic volume to be specified relative to other traffic in the network. Its design and development are presented and the mechanism is verified through a simulated experiment in an SDN testbed. The results identified that QoS performance experienced a significant percentage increase when the MBE was active. These findings contribute a novel Meter Band Rate Evaluation mechanism that extends the native capability of OpenFlow and OpenDaylight to enhance the efficiency of QoS provision

    Policy Conflict Management in Distributed SDN Environments

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    abstract: The ease of programmability in Software-Defined Networking (SDN) makes it a great platform for implementation of various initiatives that involve application deployment, dynamic topology changes, and decentralized network management in a multi-tenant data center environment. However, implementing security solutions in such an environment is fraught with policy conflicts and consistency issues with the hardness of this problem being affected by the distribution scheme for the SDN controllers. In this dissertation, a formalism for flow rule conflicts in SDN environments is introduced. This formalism is realized in Brew, a security policy analysis framework implemented on an OpenDaylight SDN controller. Brew has comprehensive conflict detection and resolution modules to ensure that no two flow rules in a distributed SDN-based cloud environment have conflicts at any layer; thereby assuring consistent conflict-free security policy implementation and preventing information leakage. Techniques for global prioritization of flow rules in a decentralized environment are presented, using which all SDN flow rule conflicts are recognized and classified. Strategies for unassisted resolution of these conflicts are also detailed. Alternately, if administrator input is desired to resolve conflicts, a novel visualization scheme is implemented to help the administrators view the conflicts in an aesthetic manner. The correctness, feasibility and scalability of the Brew proof-of-concept prototype is demonstrated. Flow rule conflict avoidance using a buddy address space management technique is studied as an alternate to conflict detection and resolution in highly dynamic cloud systems attempting to implement an SDN-based Moving Target Defense (MTD) countermeasures.Dissertation/ThesisDoctoral Dissertation Computer Science 201

    Scalable Bandwidth Management in Software-Defined Networks

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    There has been a growing demand to manage bandwidth as the network traffic increases. Network applications such as real time video streaming, voice over IP and video conferencing in IP networks has risen rapidly over the recently and is projected to continue in the future. These applications consume a lot of bandwidth resulting in increasing pressure on the networks. In dealing with such challenges, modern networks must be designed to be application sensitive and be able to offer Quality of Service (QoS) based on application requirements. Network paradigms such as Software Defined Networking (SDN) allows for direct network programmability to change the network behavior to suit the application needs in order to provide solutions to the challenge. In this dissertation, the objective is to research if SDN can provide scalable QoS requirements to a set of dynamic traffic flows. Methods are implemented to attain scalable bandwidth management to provide high QoS with SDN. Differentiated Services Code Point (DSCP) values and DSCP remarking with Meters are used to implement high QoS requirements such that bandwidth guarantee is provided to a selected set of traffic flows. The theoretical methodology is implemented for achieving QoS, experiments are conducted to validate and illustrate that QoS can be implemented in SDN, but it is unable to implement High QoS due to the lack of implementation for Meters with DSCP remarking. The research work presented in this dissertation aims at the identification and addressing the critical aspects related to the SDN based QoS provisioning using flow aggregation techniques. Several tests and demonstrations will be conducted by utilizing virtualization methods. The tests are aimed at supporting the proposed ideas and aims at creating an improved understanding of the practical SDN use cases and the challenges that emerge in virtualized environments. DiffServ Assured Forwarding is chosen as a QoS architecture for implementation. The bandwidth management scalability in SDN is proved based on throughput analysis by considering two conditions i.e 1) Per-flow QoS operation and 2) QoS by using DiffServ operation in the SDN environment with Ryu controller. The result shows that better performance QoS and bandwidth management is achieved using the QoS by DiffServ operation in SDN rather than the per-flow QoS operation

    Integrated IT and SDN Orchestration of multi-domain multi-layer transport networks

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    Telecom operators networks' management and control remains partitioned by technology, equipment supplier and networking layer. In some segments, the network operations are highly costly due to the need of the individual, and even manual, configuration of the network equipment by highly specialized personnel. In multi-vendor networks, expensive and never ending integration processes between Network Management Systems (NMSs) and the rest of systems (OSSs, BSSs) is a common situation, due to lack of adoption of standard interfaces in the management systems of the different equipment suppliers. Moreover, the increasing impact of the new traffic flows introduced by the deployment of massive Data Centers (DCs) is also imposing new challenges that traditional networking is not ready to overcome. The Fifth Generation of Mobile Technology (5G) is also introducing stringent network requirements such as the need of connecting to the network billions of new devices in IoT paradigm, new ultra-low latency applications (i.e., remote surgery) and vehicular communications. All these new services, together with enhanced broadband network access, are supposed to be delivered over the same network infrastructure. In this PhD Thesis, an holistic view of Network and Cloud Computing resources, based on the recent innovations introduced by Software Defined Networking (SDN), is proposed as the solution for designing an end-to-end multi-layer, multi-technology and multi-domain cloud and transport network management architecture, capable to offer end-to-end services from the DC networks to customers access networks and the virtualization of network resources, allowing new ways of slicing the network resources for the forthcoming 5G deployments. The first contribution of this PhD Thesis deals with the design and validation of SDN based network orchestration architectures capable to improve the current solutions for the management and control of multi-layer, multi-domain backbone transport networks. These problems have been assessed and progressively solved by different control and management architectures which has been designed and evaluated in real evaluation environments. One of the major findings of this work has been the need of developed a common information model for transport network's management, capable to describe the resources and services of multilayer networks. In this line, the Control Orchestration Protocol (COP) has been proposed as a first contriution towards an standard management interface based on the main principles driven by SDN. Furthermore, this PhD Thesis introduces a novel architecture capable to coordinate the management of IT computing resources together with inter- and intra-DC networks. The provisioning and migration of virtual machines together with the dynamic reconfiguration of the network has been successfully demonstrated in a feasible timescale. Moreover, a resource optimization engine is introduced in the architecture to introduce optimization algorithms capable to solve allocation problems such the optimal deployment of Virtual Machine Graphs over different DCs locations minimizing the inter-DC network resources allocation. A baseline blocking probability results over different network loads are also presented. The third major contribution is the result of the previous two. With a converged cloud and network infrastructure controlled and operated jointly, the holistic view of the network allows the on-demand provisioning of network slices consisting of dedicated network and cloud resources over a distributed DC infrastructure interconnected by an optical transport network. The last chapters of this thesis discuss the management and orchestration of 5G slices based over the control and management components designed in the previous chapters. The design of one of the first network slicing architectures and the deployment of a 5G network slice in a real Testbed, is one of the major contributions of this PhD Thesis.La gesti贸n y el control de las redes de los operadores de red (Telcos), todav铆a hoy, est谩 segmentado por tecnolog铆a, por proveedor de equipamiento y por capa de red. En algunos segmentos (por ejemplo en IP) la operaci贸n de la red es tremendamente costosa, ya que en muchos casos a煤n se requiere con guraci贸n individual, e incluso manual, de los equipos por parte de personal altamente especializado. En redes con m煤ltiples proveedores, los procesos de integraci贸n entre los sistemas de gesti贸n de red (NMS) y el resto de sistemas (p. ej., OSS/BSS) son habitualmente largos y extremadamente costosos debido a la falta de adopci贸n de interfaces est谩ndar por parte de los diferentes proveedores de red. Adem谩s, el impacto creciente en las redes de transporte de los nuevos flujos de tr谩fico introducidos por el despliegue masivo de Data Centers (DC), introduce nuevos desaf铆os que las arquitecturas de gesti贸n y control de las redes tradicionales no est谩n preparadas para afrontar. La quinta generaci贸n de tecnolog铆a m贸vil (5G) introduce nuevos requisitos de red, como la necesidad de conectar a la red billones de dispositivos nuevos (Internet de las cosas - IoT), aplicaciones de ultra baja latencia (p. ej., cirug铆a a distancia) y las comunicaciones vehiculares. Todos estos servicios, junto con un acceso mejorado a la red de banda ancha, deber谩n ser proporcionados a trav茅s de la misma infraestructura de red. Esta tesis doctoral propone una visi贸n hol铆stica de los recursos de red y cloud, basada en los principios introducidos por Software Defined Networking (SDN), como la soluci贸n para el dise帽o de una arquitectura de gesti贸n extremo a extremo (E2E) para escenarios de red multi-capa y multi-dominio, capaz de ofrecer servicios de E2E, desde las redes intra-DC hasta las redes de acceso, y ofrecer ademas virtualizaci贸n de los recursos de la red, permitiendo nuevas formas de segmentaci贸n en las redes de transporte y la infrastructura de cloud, para los pr贸ximos despliegues de 5G. La primera contribuci贸n de esta tesis consiste en la validaci贸n de arquitecturas de orquestraci贸n de red, basadas en SDN, para la gesti贸n y control de redes de transporte troncales multi-dominio y multi-capa. Estos problemas (gestion de redes multi-capa y multi-dominio), han sido evaluados de manera incremental, mediante el dise帽o y la evaluaci贸n experimental, en entornos de pruebas reales, de diferentes arquitecturas de control y gesti贸n. Uno de los principales hallazgos de este trabajo ha sido la necesidad de un modelo de informaci贸n com煤n para las interfaces de gesti贸n entre entidades de control SDN. En esta l铆nea, el Protocolo de Control Orchestration (COP) ha sido propuesto como interfaz de gesti贸n de red est谩ndar para redes SDN de transporte multi-capa. Adem谩s, en esta tesis presentamos una arquitectura capaz de coordinar la gesti贸n de los recursos IT y red. La provisi贸n y la migraci贸n de m谩quinas virtuales junto con la reconfiguraci贸n din谩mica de la red, han sido demostradas con 茅xito en una escala de tiempo factible. Adem谩s, la arquitectura incorpora una plataforma para la ejecuci贸n de algoritmos de optimizaci贸n de recursos capaces de resolver diferentes problemas de asignaci贸n, como el despliegue 贸ptimo de Grafos de M谩quinas Virtuales (VMG) en diferentes DCs que minimizan la asignaci贸n de recursos de red. Esta tesis propone una soluci贸n para este problema, que ha sido evaluada en terminos de probabilidad de bloqueo para diferentes cargas de red. La tercera contribuci贸n es el resultado de las dos anteriores. La arquitectura integrada de red y cloud presentada permite la creaci贸n bajo demanda de "network slices", que consisten en sub-conjuntos de recursos de red y cloud dedicados para diferentes clientes sobre una infraestructura com煤n. El dise帽o de una de las primeras arquitecturas de "network slicing" y el despliegue de un "slice" de red 5G totalmente operativo en un Testbed real, es una de las principales contribuciones de esta tesis.La gesti贸 i el control de les xarxes dels operadors de telecomunicacions (Telcos), encara avui, est脿 segmentat per tecnologia, per prove茂dors d鈥檈quipament i per capes de xarxa. En alguns segments (Per exemple en IP) l鈥檕peraci贸 de la xarxa 茅s tremendament costosa, ja que en molts casos encara es requereix de configuraci贸 individual, i fins i tot manual, dels equips per part de personal altament especialitzat. En xarxes amb m煤ltiples prove茂dors, els processos d鈥檌ntegraci贸 entre els Sistemes de gesti贸 de xarxa (NMS) i la resta de sistemes (per exemple, Sistemes de suport d鈥檕peracions - OSS i Sistemes de suport de negocis - BSS) s贸n habitualment interminables i extremadament costosos a causa de la falta d鈥檃dopci贸 d鈥檌nterf铆cies est脿ndard per part dels diferents prove茂dors de xarxa. A m茅s, l鈥檌mpacte creixent en les xarxes de transport dels nous fluxos de tr脿nsit introdu茂ts pel desplegament massius de Data Centers (DC), introdueix nous desafiaments que les arquitectures de gesti贸 i control de les xarxes tradicionals que no estan llestes per afrontar. Per acabar de descriure el context, la cinquena generaci贸 de tecnologia m貌bil (5G) tamb茅 presenta nous requisits de xarxa altament exigents, com la necessitat de connectar a la xarxa milers de milions de dispositius nous, dins el context de l鈥橧nternet de les coses (IOT), o les noves aplicacions d鈥檜ltra baixa lat猫ncia (com ara la cirurgia a dist脿ncia) i les comunicacions vehiculars. Se suposa que tots aquests nous serveis, juntament amb l鈥檃cc茅s millorat a la xarxa de banda ampla, es lliuraran a trav茅s de la mateixa infraestructura de xarxa. Aquesta tesi doctoral proposa una visi贸 hol铆stica dels recursos de xarxa i cloud, basada en els principis introdu茂ts per Software Defined Networking (SDN), com la soluci贸 per al disseny de una arquitectura de gesti贸 extrem a extrem per a escenaris de xarxa multi-capa, multi-domini i consistents en m煤ltiples tecnologies de transport. Aquesta arquitectura de gesti贸 i control de xarxes transport i recursos IT, ha de ser capa莽 d鈥檕ferir serveis d鈥檈xtrem a extrem, des de les xarxes intra-DC fins a les xarxes d鈥檃cc茅s dels clients i oferir a m茅s virtualitzaci贸 dels recursos de la xarxa, obrint la porta a noves formes de segmentaci贸 a les xarxes de transport i la infrastructura de cloud, pels propers desplegaments de 5G. La primera contribuci贸 d鈥檃questa tesi doctoral consisteix en la validaci贸 de diferents arquitectures d鈥檕rquestraci贸 de xarxa basades en SDN capaces de millorar les solucions existents per a la gesti贸 i control de xarxes de transport troncals multi-domini i multicapa. Aquests problemes (gesti贸 de xarxes multicapa i multi-domini), han estat avaluats de manera incremental, mitjan莽ant el disseny i l鈥檃valuaci贸 experimental, en entorns de proves reals, de diferents arquitectures de control i gesti贸. Un dels principals troballes d鈥檃quest treball ha estat la necessitat de dissenyar un model d鈥檌nformaci贸 com煤 per a les interf铆cies de gesti贸 de xarxes, capa莽 de descriure els recursos i serveis de la xarxes transport multicapa. En aquesta l铆nia, el Protocol de Control Orchestration (COP, en les seves sigles en angl猫s) ha estat proposat en aquesta Tesi, com una primera contribuci贸 cap a una interf铆cie de gesti贸 de xarxa est脿ndard basada en els principis b脿sics de SDN. A m茅s, en aquesta tesi presentem una arquitectura innovadora capa莽 de coordinar la gesti贸 de els recursos IT juntament amb les xarxes inter i intra-DC. L鈥檃provisionament i la migraci贸 de m脿quines virtuals juntament amb la reconfiguraci贸 din脿mica de la xarxa, ha estat demostrat amb 猫xit en una escala de temps factible. A m茅s, l鈥檃rquitectura incorpora una plataforma per a l鈥檈xecuci贸 d鈥檃lgorismes d鈥檕ptimitzaci贸 de recursos, capa莽os de resoldre diferents problemes d鈥檃ssignaci贸, com el desplegament 貌ptim de Grafs de M脿quines Virtuals (VMG) en diferents ubicacions de DC que minimitzen la assignaci贸 de recursos de xarxa entre DC. Tamb茅 es presenta una soluci贸 b脿sica per a aquest problema, aix铆 com els resultats de probabilitat de bloqueig per a diferents c脿rregues de xarxa. La tercera contribuci贸 principal 茅s el resultat dels dos anteriors. Amb una infraestructura de xarxa i cloud convergent, controlada i operada de manera conjunta, la visi贸 hol铆stica de la xarxa permet l鈥檃provisionament sota demanda de "network slices" que consisteixen en subconjunts de recursos d鈥檟arxa i cloud, dedicats per a diferents clients, sobre una infraestructura de Data Centers distribu茂da i interconnectada per una xarxa de transport 貌ptica. Els 煤ltims cap铆tols d鈥檃questa tesi tracten sobre la gesti贸 i organitzaci贸 de "network slices" per a xarxes 5G en funci贸 dels components de control i administraci贸 dissenyats i desenvolupats en els cap铆tols anteriors. El disseny d鈥檜na de les primeres arquitectures de "network slicing" i el desplegament d鈥檜n "slice" de xarxa 5G totalment operatiu en un Testbed real, 茅s una de les principals contribucions d鈥檃questa tesi.Postprint (published version

    Intelligent multimedia flow transmission through heterogeneous networks using cognitive software defined networks

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    [ES] La presente tesis aborda el problema del encaminamiento en las redes definidas por software (SDN). Espec铆ficamente, aborda el problema del dise帽o de un protocolo de encaminamiento basado en inteligencia artificial (AI) para garantizar la calidad de servicio (QoS) en transmisiones multimedia. En la primera parte del trabajo, el concepto de SDN es introducido. Su arquitectura, protocolos y ventajas son comentados. A continuaci贸n, el estado del arte es presentado, donde diversos trabajos acerca de QoS, encaminamiento, SDN y AI son detallados. En el siguiente cap铆tulo, el controlador SDN, el cual juega un papel central en la arquitectura propuesta, es presentado. Se detalla el dise帽o del controlador y se compara su rendimiento con otro controlador com煤nmente utilizado. M谩s tarde, se describe las propuestas de encaminamiento. Primero, se aborda la modificaci贸n de un protocolo de encaminamiento tradicional. Esta modificaci贸n tiene como objetivo adaptar el protocolo de encaminamiento tradicional a las redes SDN, centrado en las transmisiones multimedia. A continuaci贸n, la propuesta final es descrita. Sus mensajes, arquitectura y algoritmos son mostrados. Referente a la AI, el cap铆tulo 5 detalla el m贸dulo de la arquitectura que la implementa, junto con los m茅todos inteligentes usados en la propuesta de encaminamiento. Adem谩s, el algoritmo inteligente de decisi贸n de rutas es descrito y la propuesta es comparada con el protocolo de encaminamiento tradicional y con su adaptaci贸n a las redes SDN, mostrando un incremento de la calidad final de la transmisi贸n. Finalmente, se muestra y se describe algunas aplicaciones basadas en la propuesta. Las aplicaciones son presentadas para demostrar que la soluci贸n presentada en la tesis est谩 dise帽ada para trabajar en redes heterog茅neas.[CA] La present tesi tracta el problema de l'encaminament en les xarxes definides per programari (SDN). Espec铆ficament, tracta el problema del disseny d'un protocol d'encaminament basat en intel路lig猫ncia artificial (AI) per a garantir la qualitat de servici (QoS) en les transmissions multim猫dia. En la primera part del treball, s'introdueix les xarxes SDN. Es comenten la seva arquitectura, els protocols i els avantatges. A continuaci贸, l'estat de l'art 茅s presentat, on es detellen els diversos treballs al voltant de QoS, encaminament, SDN i AI. Al seg眉ent cap铆tol, el controlador SDN, el qual juga un paper central a l'arquitectura proposta, 茅s presentat. Es detalla el disseny del controlador i es compara el seu rendiment amb altre controlador utilitzat comunament. M茅s endavant, es descriuen les propostes d'encaminament. Primer, s'aborda la modificaci贸 d'un protocol d'encaminament tradicional. Aquesta modificaci贸 t茅 com a objectiu adaptar el protocol d'encaminament tradicional a les xarxes SDN, centrat a les transmissions multim猫dia. A continuaci贸, la proposta final 茅s descrita. Els seus missatges, arquitectura i algoritmes s贸n mostrats. Pel que fa a l'AI, el cap铆tol 5 detalla el m貌dul de l'arquitectura que la implementa, junt amb els m猫todes intel路ligents usats en la proposta d'encaminament. A m茅s a m茅s, l'algoritme intel路ligent de decisi贸 de rutes 茅s descrit i la proposta 茅s comparada amb el protocol d'encaminament tradicional i amb la seva adaptaci贸 a les xarxes SDN, mostrant un increment de la qualitat final de la transmissi贸. Finalment, es mostra i es descriuen algunes aplicacions basades en la proposta. Les aplicacions s贸n presentades per a demostrar que la soluci贸 presentada en la tesi 茅s dissenyada per a treballar en xarxes heterog猫nies.[EN] This thesis addresses the problem of routing in Software Defined Networks (SDN). Specifically, the problem of designing a routing protocol based on Artificial Intelligence (AI) for ensuring Quality of Service (QoS) in multimedia transmissions. In the first part of the work, SDN is introduced. Its architecture, protocols and advantages are discussed. Then, the state of the art is presented, where several works regarding QoS, routing, SDN and AI are detailed. In the next chapter, the SDN controller, which plays the central role in the proposed architecture, is presented. The design of the controller is detailed and its performance compared to another common controller. Later, the routing proposals are described. First, a modification of a traditional routing protocol is discussed. This modification intends to adapt a traditional routing protocol to SDN, focused on multimedia transmissions. Then, the final proposal is described. Its messages, architecture and algorithms are depicted. As regards AI, chapter 5 details the module of the architecture that implements it, along with all the intelligent methods used in the routing proposal. Furthermore, the intelligent route decision algorithm is described and the final proposal is compared to the traditional routing protocol and its adaptation to SDN, showing an increment of the end quality of the transmission. Finally, some applications based on the routing proposal are described. The applications are presented to demonstrate that the proposed solution can work with heterogeneous networks.Rego M谩帽ez, A. (2020). Intelligent multimedia flow transmission through heterogeneous networks using cognitive software defined networks [Tesis doctoral]. Universitat Polit猫cnica de Val猫ncia. https://doi.org/10.4995/Thesis/10251/160483TESI

    A Survey on the Contributions of Software-Defined Networking to Traffic Engineering

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    Since the appearance of OpenFlow back in 2008, software-defined networking (SDN) has gained momentum. Although there are some discrepancies between the standards developing organizations working with SDN about what SDN is and how it is defined, they all outline traffic engineering (TE) as a key application. One of the most common objectives of TE is the congestion minimization, where techniques such as traffic splitting among multiple paths or advanced reservation systems are used. In such a scenario, this manuscript surveys the role of a comprehensive list of SDN protocols in TE solutions, in order to assess how these protocols can benefit TE. The SDN protocols have been categorized using the SDN architecture proposed by the open networking foundation, which differentiates among data-controller plane interfaces, application-controller plane interfaces, and management interfaces, in order to state how the interface type in which they operate influences TE. In addition, the impact of the SDN protocols on TE has been evaluated by comparing them with the path computation element (PCE)-based architecture. The PCE-based architecture has been selected to measure the impact of SDN on TE because it is the most novel TE architecture until the date, and because it already defines a set of metrics to measure the performance of TE solutions. We conclude that using the three types of interfaces simultaneously will result in more powerful and enhanced TE solutions, since they benefit TE in complementary ways.European Commission through the Horizon 2020 Research and Innovation Programme (GN4) under Grant 691567 Spanish Ministry of Economy and Competitiveness under the Secure Deployment of Services Over SDN and NFV-based Networks Project S&NSEC under Grant TEC2013-47960-C4-3-
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