Opportunistic resilience embedding (ORE): Toward cost-efficient resilient virtual networks

Network Virtualization promotes the development of new architectures and protocols by enabling the creation of multiple virtual networks on top of the same physical substrate. One of its main advantages is the use of isolation to limit the scope of attacks - that is, avoiding traffic from one virtual network to interfere with the others. However, virtual networks are still vulnerable to disruptions on the underlying network. Particularly, high capacity physical links constitute good targets since they may be important for a large number of virtual networks.Previous work protects virtual networks by setting aside backup resources. Although effective, this kind of solution tends to be expensive, as backup resources increase the cost to infrastructure providers and usually remain idle. This paper presents ORE (opportunistic resilience embedding), a novel embedding approach for protecting virtual links against substrate network disruptions. ORE's design is two-fold: while a proactive strategy embeds each virtual link into multiple substrate paths in order to mitigate the initial impact of a disruption, a reactive one attempts to recover any capacity affected by an underlying disruption. Both strategies are modeled as optimization problems. Additionally, since the embedding problem is NP -Hard, ORE uses a simulated annealing-based meta-heuristic to solve it efficiently. Numerical results show that ORE can provide resilience to disruptions at a lower cost.

[1]  Jean-Loup Guillaume,et al.  Impact of random failures and attacks on Poisson and power-law random networks , 2009, ACM Comput. Surv..

[2]  Deep Medhi,et al.  A unified approach to network survivability for teletraffic networks: models, algorithms and analysis , 1994, IEEE Trans. Commun..

[3]  Deep Medhi,et al.  Network protection design models, a heuristic, and a study for concurrent single-link per layer failures in three-layer networks , 2013, Comput. Commun..

[4]  Ahmed Karmouch,et al.  Resource Discovery and Allocation in Network Virtualization , 2012, IEEE Communications Surveys & Tutorials.

[5]  Mikkel Thorup,et al.  Increasing Internet Capacity Using Local Search , 2004, Comput. Optim. Appl..

[6]  David G. Andersen,et al.  Theoretical Approaches to Node Assignment , 2002 .

[7]  Luciana S. Buriol,et al.  Security-aware optimal resource allocation for virtual network embedding , 2012, 2012 8th international conference on network and service management (cnsm) and 2012 workshop on systems virtualiztion management (svm).

[8]  Ulas C. Kozat,et al.  Designing and embedding reliable virtual infrastructures , 2011, CCRV.

[9]  Luciana S. Buriol,et al.  DoS-resilient virtual networks through multipath embedding and opportunistic recovery , 2013, SAC '13.

[10]  Albert,et al.  Topology of evolving networks: local events and universality , 2000, Physical review letters.

[11]  Wolfgang Kellerer,et al.  Network virtualization: a hypervisor for the Internet? , 2012, IEEE Communications Magazine.

[12]  T. V. Lakshman,et al.  Preconfiguring IP-over-Optical Networks to Handle Router Failures and Unpredictable Traffic , 2007, IEEE J. Sel. Areas Commun..

[13]  Jennifer Rexford,et al.  Toward internet-wide multipath routing , 2008, IEEE Network.

[14]  Raouf Boutaba,et al.  Virtual Network Embedding with Coordinated Node and Link Mapping , 2009, IEEE INFOCOM 2009.

[15]  Mikkel Thorup,et al.  Internet traffic engineering by optimizing OSPF weights , 2000, Proceedings IEEE INFOCOM 2000. Conference on Computer Communications. Nineteenth Annual Joint Conference of the IEEE Computer and Communications Societies (Cat. No.00CH37064).

[16]  Eric Bouillet,et al.  Role of optical network and spare router strategy in resilient IP backbone architecture , 2003, Fourth International Workshop on Design of Reliable Communication Networks, 2003. (DRCN 2003). Proceedings..

[17]  Deep Medhi,et al.  Optimization and performance of restoration schemes for wide-area teletraffic networks , 2005, Journal of Network and Systems Management.

[18]  Biswanath Mukherjee,et al.  Survivable multipath provisioning with differential delay constraint in telecom mesh networks , 2011, IEEE/ACM Trans. Netw..

[19]  Deep Medhi,et al.  Network Restoration , 2006, Handbook of Optimization in Telecommunications.

[20]  Jianxin Li,et al.  Resilient Virtual Network Service Provision in Network Virtualization Environments , 2010, 2010 IEEE 16th International Conference on Parallel and Distributed Systems.

[21]  Raouf Boutaba,et al.  ViNEYard: Virtual Network Embedding Algorithms With Coordinated Node and Link Mapping , 2012, IEEE/ACM Transactions on Networking.

[22]  Gustavo Prado Alkmim,et al.  Optimal Mapping of Virtual Networks , 2011, 2011 IEEE Global Telecommunications Conference - GLOBECOM 2011.

[23]  Deep Medhi,et al.  Network routing - algorithms, protocols, and architectures , 2007 .

[24]  Tao Guo,et al.  Shared Backup Network Provision for Virtual Network Embedding , 2011, 2011 IEEE International Conference on Communications (ICC).

[25]  Didier Colle,et al.  Intelligent optical networking for multilayer survivability , 2002 .

[26]  Deep Medhi,et al.  Multipath Routing from a Traffic Engineering Perspective: How Beneficial Is It? , 2014, 2014 IEEE 22nd International Conference on Network Protocols.

[27]  Chunming Qiao,et al.  Survivable Virtual Infrastructure Mapping in a Federated Computing and Networking System under Single Regional Failures , 2010, 2010 IEEE Global Telecommunications Conference GLOBECOM 2010.

[28]  C. Diekmann,et al.  Routing , 2016, Arch. Formal Proofs.

[29]  Haim Kaplan,et al.  How to split a flow? , 2012, 2012 Proceedings IEEE INFOCOM.

[30]  Gustavo Prado Alkmim,et al.  Approximated algorithms for mapping virtual networks on network substrates , 2012, 2012 IEEE International Conference on Communications (ICC).

[31]  Chunming Qiao,et al.  Cost Efficient Design of Survivable Virtual Infrastructure to Recover from Facility Node Failures , 2011, 2011 IEEE International Conference on Communications (ICC).

[32]  Raouf Boutaba,et al.  SVNE: Survivable Virtual Network Embedding Algorithms for Network Virtualization , 2013, IEEE Transactions on Network and Service Management.

[33]  Didier Colle,et al.  A Quantitative Comparison of Some Resilience Mechanisms in a Multidomain IP-over-Optical Network Environment , 2006, 2006 IEEE International Conference on Communications.

[34]  Michel Savoie,et al.  Availability of survivable Valiant load balancing (VLB) networks over optical networks , 2013, Opt. Switch. Netw..

[35]  Georg Carle,et al.  Resilient Virtual Network Design for End-to-End Cloud Services , 2012, Networking.

[36]  Luciana S. Buriol,et al.  No more backups: Toward efficient embedding of survivable virtual networks , 2013, 2013 IEEE International Conference on Communications (ICC).

[37]  Minlan Yu,et al.  Rethinking virtual network embedding: substrate support for path splitting and migration , 2008, CCRV.

[38]  Raouf Boutaba,et al.  A survey of network virtualization , 2010, Comput. Networks.

[39]  K. Bala,et al.  IP over optical networks: architectural aspects , 2000, IEEE Commun. Mag..

[40]  Djamal Zeghlache,et al.  Virtual network provisioning across multiple substrate networks , 2011, Comput. Networks.

[41]  Murali S. Kodialam,et al.  Preconfiguring IP-Over-Optical Networks to Handle Router Failures and Unpredictable Traffic , 2006, Proceedings IEEE INFOCOM 2006. 25TH IEEE International Conference on Computer Communications.

[42]  Luciana S. Buriol,et al.  Characterizing the impact of network substrate topologies on virtual network embedding , 2013, Proceedings of the 9th International Conference on Network and Service Management (CNSM 2013).

[43]  Biswanath Mukherjee,et al.  Fault management in IP-over-WDM networks: WDM protection versus IP restoration , 2002, IEEE J. Sel. Areas Commun..

[44]  Deep Medhi,et al.  Impact of a transmission facility link failure on dynamic call routing circuit-switched networks under various circuit layout policies , 2005, Journal of Network and Systems Management.

[45]  Xiang Cheng,et al.  Virtual network embedding through topology awareness and optimization , 2012, Comput. Networks.

[46]  Changcheng Huang,et al.  Provisioning high-availability datacenter networks for full bandwidth communication , 2014, Comput. Networks.

[47]  Raouf Boutaba,et al.  Topology-Awareness and Reoptimization Mechanism for Virtual Network Embedding , 2010, Networking.