Optimal VDC service provisioning in optically interconnected disaggregated data centers

©2016 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.Virtual data center (VDC) is a key service in modern data center (DC) infrastructures. However, the rigid architecture of traditional servers inside DCs may lead to blocking situations when deploying VDC instances. To overcome this problem, the disaggregated DC paradigm is introduced. In this letter, we present an integer linear programming (ILP) formulation to optimally allocate VDC requests on top of an optically interconnected disaggregated DC infrastructure, aiming to quantify the benefits that such an architecture can bring when compared with traditional server-centric DCs. Moreover, a lightweight simulated annealing-based heuristic is provided for the scenarios where the ILP scalability is challenged. The obtained numerical results reveal the substantial benefits yielded by the resource disaggregation paradigm.Peer ReviewedPostprint (author's final draft

Virtual network provisioning over flexible optical transport infrastructure

Current transport network owners are focused on offering services on top of the infrastructures they own, while end users have no control over them. Traditionally, this has been their business model, as the cost of building the infrastructures to provide services is considerably high. However, the traffic on Internet has been, and still is, rapidly increasing over the years. Additionally new emerging services are pushing the limits of existing telecommunication infrastructures, particularly transport optical networks. To overcome such situation, network virtualization has been considered as an effective solution for the future optical networks architectures. Thanks to Virtual Optical Networks (VONs), it is possible to create mission-specific logic infrastructures, which fulfil the exact requirements of the applications that will run on top of them, sharing a unique physical substrate. However, the applicability of virtualization techniques to the optical domain is still under research, being on key point the mapping of the virtual resources to the actual physical ones. However, virtualization per se does not provide a solution flexible enough in terms of bandwidth utilization. For this to happen, an equally flexible transport technology must be adopted. Elastic Optical Networks (EONs) have been presented as an efficient solution for flexible bandwidth allocation. Additionally, due to the dinamicity of the traffic patterns that such virtual networks will face, it is highly desirable to provide a physical substrate that will help on keeping the associated operational expenditures (OPEX) at low levels, being a very important parameter the energy consumption. The energy consumption topic has been subject of big research efforts in order to provide more energy efficient optical transport networks, which, at their turn, will help on the creation of less costly virtual infrastructures. This thesis is devoted to the study of resource allocation to VONs, aiming to provide a flexible, efficient and optimized environment for the embedding of the VONs to the actual physical substrate. The considered scenario is composed of an underlying optical transport network and multiple client VONs that have to be allocated on top. In such scenario, a key aspect relates to how actual resources are associated to the virtual ones, guaranteeing the isolation among VONs and satisfying the resources requirements of every one of them. After an introduction to the thesis, chapter 2 surveys nowadays optical network infrastructures, concluding on the need to move towards a more dynamic and efficient optical network infrastructure. Next, it proceeds to summarize the state of the art of the concepts that enable for such network architecture, namely, VONs, EONs and energy efficient optical infrastructures. Then, chapters 3, 4 and 5 focus on providing solutions to optimize specific aspects of these enabling concepts. More in details, chapter 3 studies the main challenges on the VON embedding problem and presents solutions that allow for an optimized resoure assignment to VONs in a physical substrate depending on the VONs characteristics and the sppecific network substrate. Chapter 4 proposes the Split Spectrum (SS) approach as a way to improve the spectrum utilization of EONs. Finally, chapter 5 focuses on provide and evaluate routing and architectural solutions in aims to reduce the energy consumption of the optical substrate so as VONs with lower OPEX can be deployed on top of it.Els actuals propietaris de xarxes de transport es centren en oferir serveis mitjançant les infraestructures que posseeixen, mentre els usuaris finals no tenen cap control sobre aquests. Tradicionalment, aquest ha estat el seu model de negoci, ja que el cost de construir aquestes infraestructures és considerablement elevat. Tanmateix, el tràfic a Internet ha estat creixent de manera ràpida durant els últims anys. A més, l'aparició de nous serveis està portant al límit les actuals infraestructures de telecomunicacions, especialment les xarxes òptiques de transport. Per tal de superar aquesta situació, la virtualització de xarxes és considerada com una solució efectiva per les futures arquitectures de xarxes òptiques. Gràcies a les Xarxes Òptiques Virtuals (VONs), és possible crear infraestructures lògiques específiques en la seva missió, les quals permeten satisfer els requisits de les aplicacions que s'executaran a través d'elles, compartint un únic substrat físic. Tanmateix, l'aplicació de les tècniques de virtualització en el domini òptic encara és subjecte d'investigació, sent el mapeig entre els recursos virtuals i els recursos físics un punt clau que cal adreçar. No obstant això, la virtualització en si mateixa no proporciona una solució prou flexible en termes d'utilització de l'espectre. Per aquest motiu és necessari que el substrat físic adopti una tecnologia igualment flexible. Les Xarxes Òptiques Elàstiques (EONs) es presenten com una solució eficient per a una assignació flexible de l'espectre. A més, a causa del dinamisme dels perfils de trafic als quals s'enfrontaran les VONs, és desitjable proporcionar una infraestructura física que ajudi a mantenir baixes les despeses operatives (OPEX) d'aquestes xarxes, sent un paràmetre molt important el consum energètic. El tema del consum energètic ha estat subjecte de grans iniciatives de recerca per tal de proporcionar xarxes de transport òptiques més eficients energèticament, les quals permetran crear VONs menys costoses. Aquesta tesi està dedicada a l'estudi l'assignació de recursos a les VONs, amb l'objectiu de proporcionar un entorn flexible, eficient i optimitzat per a la incrustació de les VONs al substrat físic. L'escenari considerat es compon d'una xarxa de transport subjacent i múltiples VONs client a col·locar sobre el substrat físic. En aquest escenari, un aspecte clau es refereix a com els recursos reals s'associen als virtuals, garantint l'aïllament entre VONs i satisfent els recursos demanats per cada una d'elles. Després d'una introducció a la tesi, el capítol 2 revisa les infraestructures de xarxa òptica actuals, concloent en la necessitat d'avançar cap a infraestructures més dinàmiques i eficients. Tot seguit, es procedeix a resumir l'estat de l'art dels conceptes que habilitaran aquesta arquitectura de xarxa, bàsicament, VONs, EONs i les xarxes òptiques de baix consum. A continuació, els capítols 3, 4 i 5 es centren en proporcionar solucions per optimitzar aspectes específics d'aquests conceptes. Més en detall, el capítol 3 estudia els principals reptes en el problema de la incrustació de VONs i presenta solucions que permetin assignar recursos de manera optimitzada a les VONs en un substrat físic. El capítol 4 proposa el concepte de l'Split Spectrum (SS) com una forma de millorar la utilització de l'espectre en les EONs. Finalment, el capítol 5 es centra en proporcionar i avaluar solucions arquitectòniques i d'enrutament amb l'objectiu de reduir el consum d'energia del substrat òptic de tal manera que VONs amb menor OPEX puguin ser desplegades a través d'ell.Los actuales propietarios de las redes de transporte se centran en ofrecer servicios mediante las infraestructuras que poseen y gestionan, mientras que los usuarios finales no tienen ningún control sobre estos. Tradicionalmente, este ha sido el modelo de negocio adoptado por los operadores de redes, ya que el coste de construir y mantener las infraestructuras correspondientes por tal de ofrecer servicios mediante ellas era, y aun es, considerablemente elevado. No obstante, el tráfico en Internet ha crecido de manera rápida y sostenida durante los últimos años y se prevé que continuara con este crecimiento en el futuro. Además, la aparición de nuevos servicios y paradigmas, están llevando al límite las actuales infraestructuras de telecomunicaciones, especialmente las redes de trasporte óptico. Por tal de superar dicha situación, la virtualización de redes ha sido considerada como una solución efectiva para las futuras arquitecturas de redes ópticas. Gracias a las Redes Ópticas Virtuales (VONs), es posible crear infraestructuras lógicas especificas en su misión, las cuales podrán satisfacer los requisitos de las aplicaciones que se ejecutaran a través de ellas, usando y compartiendo un único sustrato físico. No obstante, la aplicación de las técnicas de virtualización en el dominio óptico aun es sujeto de investigación, siendo el mapeo entre los recursos virtuales y los físicos (también conocido como incrustación de la red virtual) un punto clave a solucionar. No obstante, la virtualización por si misma no ofrece una solución suficientemente flexible en términos de utilización del ancho de banda. Por tal de proporcionar un entorno de virtualización suficientemente flexible para acomodar cualquier ancho de banda con suficiente granularidad, es necesario que el sustrato físico adopte una tecnología de transporte igual de flexible. Las Redes Ópticas Elásticas (EONs) se presentan como una solución eficiente para una asignación flexible del ancho de banda en redes ópticas. Además, debido a la heterogeneidad y dinamismo de los perfiles de tráfico a los cuales se enfrentaran las redes virtuales, es altamente deseable proporcionar una infraestructura física que ayuda a mantener bajos los gastos operativos (OPEX) de estas redes, siendo un parámetro muy importante el consumo energético asociado a la operación de las VONs. El tema del consumo energético ha sido, y aun es, sujeto de grandes iniciativas de investigación centradas en desarrollar nuevas arquitecturas de dispositivos o algoritmos de asignación de recursos conscientes del consumo energético por tal de proporcionar redes de transporte ópticas más eficientes energéticamente que, a su vez, permitan crear infraestructuras virtuales menos costosas des del punto de vista energético. Esta tesis se centra en el estudio de la composición y asignación de recursos a las VONs, con el objetivo de proporcionar un entorno flexible, eficiente y optimizado para la incrustación de las VONs en el sustrato físico real. El escenario considerado se compone de una red de transporte subyacente, ya sea una Red Óptica de Conmutación de Longitud de Onda (WSON) o EON, y múltiples VONs cliente, las cuales se colocaran encima del sustrato físico. En este escenario, un aspecto clave se refiere a como los recursos reales se asocian a los virtuales, garantizando el aislamiento entre VONs y satisfaciendo los recursos pedidos (por ejemplo, capacidad de enlace) por cada una de ellas. Después de una introducción a la tesis, el capítulo 2 revisa las infraestructuras de redes ópticas actuales, concluyendo en la necesidad de avanzar hacia una infraestructura de red óptica más dinámica y eficiente por tal de afrontar el crecimiento del tráfico en Internet y la aparición de nuevos servicios y paradigmas. Seguidamente, se procede a resumir el estado del arte de los conceptos y paradigmas que permitirán habilitar esta arquitectura de red, básicamente, VONs, EONs y las infraestructuras ópticas de bajo consumo energético. A continuación, los capítulos 3, 4 y 5 se centran en proporcionar soluciones para optimizar aspectos específicos de estos conceptos con la finalidad de proporcionar un marco optimizado que ayudara en la configuración de las futuras infraestructuras de redes ópticas y sus modelos de negocio. Concretamente, el capítulo 3 estudia los principales retos en el problema de la incrustación de VONs y presenta soluciones que permiten una asignación de recursos optimizada a las VONs en un sustrato físico dependiendo de las características de las VONs y del sustrato de red. El capítulo 4 propone el concepto de Split Spectrum (SS) como una forma de mejorar la utilizaci_on del espectro en las EONs. Finalmente, el capítulo 5 se centra en proporcionar y evaluar soluciones arquitectónicas y de enrutamiento con el objetivo de reducir el consumo energético del sustrato óptico de tal manera que VONs con menor OPEX puedan ser desplegadas mediante este sustrato

End-to-end 5G service deployment and orchestration in optical networks with QoE guarantees

© 2018 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes,creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other worksThe upcoming 5G deployments will impose stringent requirements. Optical networks control and resource orchestration is set to potentially turn into software-defined approaches in order to address such requirements. As a result, there rises a need for an architectural scheme capable of supporting the different types of services defined for 5G verticals.We present in this paper an architecture enabling end-to-end (E2E) provisioning and monitoring of such 5G services over optical network segments. In particular, the scenario considers the coordination of various optical enabled network segments by a higher level E2E Orchestrator, which provides of network slice deployment and is able to guarantee agreed levels of Quality of Experience (QoE). Moreover, we discuss an example of 5G service provisioning using the proposed architecture to demonstrate its behaviour in front of different network events.Peer ReviewedPostprint (author's final draft

Lightpath fragmentation for efficient spectrum utilization in dynamic elastic optical networks

The spectrum-sliced elastic optical path network (SLICE) architecture has been presented as an efficient solution for flexible bandwidth allocation in optical networks. An homologous problem to the classical Routing and Wavelength Assignment (RWA) arises in such an architecture, called Routing and Spectrum Assignment (RSA). Imposed by current transmission technologies enabling the elastic optical network concept, the spectrum contiguity constraint must be ensured in the RSA problem, meaning that the bandwidth requested by any connection must be allocated over a contiguous portion of the spectrum along the path between source and destination nodes. In a dynamic network scenario, where incoming connections are established and disconnected in a quite random fashion, spectral resources tend to be highly fragmented, preventing the allocation of large contiguous spectrum portions for high data-rate connection requests. As a result, high data-rate connections experience unfairly increased bocking probability in contrast to low data-rate ones. In view of this, the present article proposes a lightpath fragmentation mechanism that makes use of the idle transponders in the source node of a high data-rate connection request to fragment it into multiple low data-rate ones, more easily allocable in the network. Besides, aiming to support such an operation, a light-weight RSA algorithm is also proposed so as to properly allocate the generated lightpath fragments over the spectrum. Benefits of the proposed approach are quantified through extensive simulations, showing drastically reduced high data-rate connection blocking probability compared to a usual contiguous bandwidth allocation, while keeping the performance of low data-rate requests to similar levels.Postprint (author’s final draft

On the complexity of configuration and orchestration for enabling disaggregated server provisioning in optical composable data centers

Due to the limitations of traditional data center (DC) architectures, the concept of infrastructure disaggregation has been proposed. DC resources are separated into multiple blades to be exploited independently. As a result, composable DC (CDC) infrastructures are achieved, enhancing the modularity of resource provisioning. However, disaggregation introduces additional challenges that need to be carefully analyzed. One relates to the potential complexity increase on the orchestration and infrastructure configuration that need to be performed when provisioning resources to support services. This aspect is highly influenced by the distribution of resources at the physical infrastructure. As such, when analyzing the performance of a CDC, it becomes essential to also study the related operational complexity of the resource orchestration and configuration phases. Furthermore, the requirements of several tenant services may impose heterogeneous deployments over the shared physical infrastructure in the form of either disaggregated single-server or multi-server distributions. The associated orchestration/configuration cost is again highly influenced by the data plane architecture of the CDC. With these aspects in mind, in this paper, we provide a methodology for analysis of the complexity of resource orchestration for a service deployment and the associated configuration cost in optical CDCs, considering various service deployment setups. A selected set of CDC architectures found in the literature is employed to quantitatively illustrate how the data plane design and service deployment strategies affect the complexity of infrastructure configuration and resource orchestration.This work has been supported by the Spanish Government through project TRAINER-B (PID2020-118011GB-C22) with FEDER contribution.Peer ReviewedPostprint (author's final draft

On the benefits of resource disaggregation for virtual data centre provisioning in optical data centres

Virtual Data Centre (VDC) allocation requires the provisioning of both computing and network resources. Their joint provisioning allows for an optimal utilization of the physical Data Centre (DC) infrastructure resources. However, traditional DCs can suffer from computing resource underutilization due to the rigid capacity configurations of the server units, resulting in high computing resource fragmentation across the DC servers. To overcome these limitations, the disaggregated DC paradigm has been recently introduced. Thanks to resource disaggregation, it is possible to allocate the exact amount of resources needed to provision a VDC instance. In this paper, we focus on the static planning of a shared optically interconnected disaggregated DC infrastructure to support a known set of VDC instances to be deployed on top. To this end, we provide optimal and sub-optimal techniques to determine the necessary capacity (both in terms of computing and network resources) required to support the expected set of VDC demands. Next, we quantitatively evaluate the benefits yielded by the disaggregated DC paradigm in front of traditional DC architectures, considering various VDC profiles and Data Centre Network (DCN) topologies.Peer ReviewedPostprint (author's final draft

Dynamic service reallocation in NFV-based transport WDM optical networks

© 2018 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes,creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.Future network services are expected to deliver additional functionalities besides connectivity. The Network Function Virtualization (NFV) paradigm provides the foundation for such concept. We propose a reallocation-based provisioning mechanism to enrich service provisioning architectures in NFV-based transport optical networks, achieving up to three orders of magnitude reductions in experienced blocking.Peer ReviewedPostprint (published version

Supporting QoE/QoS-aware end-to-end network slicing in future 5G-enabled optical networks

Copyright 2019 Society of Photo‑Optical Instrumentation Engineers (SPIE). One print or electronic copy may be made for personal use only. Systematic reproduction and distribution, duplication of any material in this publication for a fee or for commercial purposes, and modification of the contents of the publication are prohibited.Network slicing with Quality of Experience/Quality of Service (QoE/QoS) guarantees is seen as one of the key enablers of future 5G networks. Nevertheless, it poses several challenges in both resource provisioning and management that need to be addressed for the efficient end-to-end service delivery. In particular, network slice deployments considering operation across several domains and network segments, require of inter-domain configurations, continuous monitoring, potential actuations, inter-slice isolation, among other, in order to be provisioned and maintained, looking forward to guaranteeing their assured Key Performance Indicators (KPIs). In such scenario, optical networks are of prime importance, enabling the inter-connectivity between multiple far away segments and Points of Presence (PoPs). In light of this, in this paper we present an architecture design enabling network slice provisioning for 5G service chaining in multi-segment/multi-domain optical network scenarios. The presented design is enriched with a policy-based monitoring and actuation framework able to maintain the desired QoS for the provisioned end-to-end (E2E) network slice. We experimentally validated the proposal against real slice deployments and traffic generation, providing a proof of concept for the presented architecture, with special emphasis in the demonstration of the actuation framework as a key element for quality guarantees.Peer ReviewedPostprint (published version

Enabling multi-segment 5G service provisioning and maintenance through network slicing

This is a post-peer-review, pre-copyedit version of an article published in Journal of Network and Systems Management . The final authenticated version is available online at: http://dx.doi.org/10.1007/s10922-019-09509-9The current deployment of 5G networks in a way to support the highly demanding service types defined for 5G, has brought the need for using new techniques to accommodate legacy networks to such requirements. Network Slicing in turn, enables sharing the same underlying physical infrastructure among services with different requirements, thus providing a level of isolation between them to guarantee their proper functionality. In this work, we analyse from an architectural point of view, the required coordination for the provisioning of 5G services over multiple network segments/domains by means of network slicing, considering as well the use of sensors and actuators to maintain slices performance during its lifetime. We set up an experimental multi-segment testbed to demonstrate end-to-end service provisioning and its guarantee in terms of specific QoS parameters, such as latency, throughput and Virtual Network Function (VNF) CPU/RAM consumption. The results provided, demonstrate the workflow between different network components to coordinate the deployment of slices, besides providing a set of examples for slice maintenance through service monitoring and the use of policy-based actuations.Peer ReviewedPostprint (author's final draft

Orchestrated SDN-based VDC provisioning over multi-technology optical data centre networks

©2017 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.In this paper, we describe some scenarios and technologies that have been proposed to cope with the requirements of current and next generation data centre infrastructure. In particular, we discuss the extensions that have been implemented at both orchestration and control levels to efficiently manage the data centres resources. We put the focus on the integration between the Orchestrator and the SDN Controller by describing the communication interfaces and their interaction to provision optimized Virtual Data Centres (VDC) instances over novel data centre infrastructure, with special mention to the different solutions adopted to manage multiple optical technologies at the data plane.Peer ReviewedPostprint (author's final draft