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2018 10th International Workshop on Resilient Networks Design and Modeling (RNDM)最新文献

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Vulnerable Regions of Networks on Sphere 球面上网络的脆弱区域
Pub Date : 2018-08-01 DOI: 10.1109/RNDM.2018.8489836
Bálazs Vass, László Németh, Martin Zachariasen, A. Sousa, János Tapolcai
Several recent works shed light on the vulnerability of networks against regional failures, which are failures of multiple equipments in a geographical region as a result of a natural disaster. In order to enhance the preparedness of a given network to natural disasters, regional failures and associated Shared Risk Link Groups (SRLGs) should be first identified. For simplicity, most of the previous works assume the network is embedded on an Euclidean plane. Nevertheless, since real networks are embedded on the Earth surface, this assumption causes distortion. In this work, we generalize some of the related results on plane to sphere. In particular, we focus on algorithms for listing SRLGs as a result of regional failures of circular shape.
最近的几项研究揭示了网络在应对区域故障时的脆弱性,区域故障是指自然灾害导致的地理区域内多个设备的故障。为了加强特定网络对自然灾害的防范,首先应该确定区域故障和相关的共享风险链接组(SRLGs)。为了简单起见,以前的大多数工作都假设网络嵌入在欧几里得平面上。然而,由于真实的网络嵌入地球表面,这种假设会导致失真。本文将平面上的一些相关结果推广到球面上。特别地,我们专注于列出由于圆形区域失效而导致的SRLGs的算法。
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引用次数: 3
[Copyright notice] (版权)
Pub Date : 2018-08-01 DOI: 10.1109/rndm.2018.8489834
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引用次数: 0
Topology Design of Transparent Optical Networks Resilient to Multiple Node Failures 多节点故障弹性透明光网络拓扑设计
Pub Date : 2018-08-01 DOI: 10.1109/RNDM.2018.8489825
Fábio Barbosa, A. Sousa, A. Agra
Consider the resilience of a network defined by the average 2-terminal reliability (A2TR) against a set of critical node failures. Consider an existing transparent optical network with a total fibre length L. The first goal of this paper is to assess the resiliency gap between the existing topology and a new network topology designed to maximize its resilience with the same fibre budget L. The resiliency gap gives us a measure of how good the resilience of existing network topologies are. Consider now that an existing network is upgraded with new links aiming to maximize its resiliency improvement with a fibre budget L′. The second goal of this paper is to assess how much the resiliency gap can be reduced between a good upgraded solution and a network topology designed to maximize its resiliency with the same fibre budget L + L′. The gap reduction gives us a measure of how close to the best resilience the upgraded solutions can get for different values of L′.To reach these goals, we first describe how the Critical Node Detection problem is defined and solved in the context of transparent optical networks. Then, we propose a multi-start greedy randomized method to generate network topologies, with a given fibre length budget, that are resilient to critical node failures. This method is also adapted to the upgrade of an existing network topology. At the end, we run the proposed methods on network topologies with public available information. The computational results show that the resiliency gap of existing topologies is significantly large but network upgrades with L′ = 10%L can significantly reduce the resiliency gaps provided that such upgrades are aimed at maximizing the network resilience to multiple node failures.
考虑由平均2端可靠性(A2TR)定义的网络对一组关键节点故障的弹性。考虑一个光纤总长度为l的现有透明光网络。本文的第一个目标是评估现有拓扑和新网络拓扑之间的弹性差距,该网络拓扑旨在以相同的光纤预算l最大化其弹性。弹性差距使我们能够衡量现有网络拓扑的弹性有多好。现在考虑一下,现有的网络升级了新的链路,旨在最大限度地提高光纤预算L '的弹性。本文的第二个目标是评估在一个良好的升级解决方案和一个旨在以相同的光纤预算L + L’最大化其弹性的网络拓扑之间可以减少多少弹性差距。差距的减小为我们提供了一种测量方法,可以衡量升级后的解决方案在不同的L '值下与最佳弹性的接近程度。为了达到这些目标,我们首先描述了在透明光网络背景下如何定义和解决关键节点检测问题。然后,我们提出了一种多起点贪婪随机化方法来生成具有给定光纤长度预算的网络拓扑结构,该拓扑结构对关键节点故障具有弹性。该方法也适用于对已有网络拓扑进行升级。最后,我们在具有公共可用信息的网络拓扑上运行了所提出的方法。计算结果表明,现有拓扑的弹性差距明显较大,但当L′= 10%L时,以最大限度地提高网络对多节点故障的弹性为目标,网络升级可以显著减小弹性差距。
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引用次数: 10
Reliability Performance Aware Routing 可靠性性能感知路由
Pub Date : 2018-08-01 DOI: 10.1109/RNDM.2018.8489789
P. Wiatr, D. Yuan
In communication networks, a device failure is never a desired event, as it can interrupt multiple connections and disturb transmission of large amount of data and thus decrease connection reliability performance. The approaches used to ensure high connection reliability performance focus mainly on minimizing the impact due to a device failure by using backup resources. These approaches commonly assume the reliability performance of a device to be constant. However, it is known that the device reliability performance is related to its level of occupancy. In this article we leverage on this relation and propose a novel routing algorithm referred to as: device reliability performance aware routing (RAR) that allows for significant reduction of the number of device failures and connection reconfigurations in the network. The proposed RAR algorithm is evaluated using simulations and compared to the shortest path (SP) approach. Evaluation results show that RAR can provide significant benefits comparing to the SP approach. The number of device failures can be reduced by ~20% while the number of connection reconfigurations caused by the failure of a device can be reduced by ~30%.
在通信网络中,设备故障是不希望发生的事件,因为它会中断多个连接,干扰大量数据的传输,从而降低连接的可靠性性能。保证高连接可靠性性能的方法主要集中在通过使用备份资源将设备故障的影响降到最低。这些方法通常假设设备的可靠性性能是恒定的。然而,众所周知,设备的可靠性性能与其占用水平有关。在本文中,我们利用这种关系并提出一种新的路由算法,称为设备可靠性性能感知路由(RAR),该算法允许显著减少网络中设备故障和连接重新配置的数量。通过仿真对提出的RAR算法进行了评价,并与最短路径(SP)方法进行了比较。评价结果表明,与SP方法相比,RAR可以提供显著的效益。设备故障的数量可以减少~20%,而由设备故障引起的连接重新配置的数量可以减少~30%。
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引用次数: 2
On the Design and Analysis of a Resilient Transport Protocol 弹性传输协议的设计与分析
Pub Date : 2018-08-01 DOI: 10.1109/RNDM.2018.8489800
T. A. Nguyen, J. Sterbenz
We present the design and simulation analysis of ResTP, a multipath-capable configurable and adaptive transport-layer protocol developed for Future Internet resilience and survivability. ResTP is distinct from the conventional transport protocols such as TCP, UDP, and MPTCP by the flexibility in its design so that it can satisfy the requirements of various traffic classes, application types, and taking into account the underlying network characteristics, and its emphasis on achieving resilience, an essential property that is unfortunately lacking in the current Internet system. In this paper, we perform a simulation evaluation of ResTP, with the focus on its single-path mode, in comparison with TCP and UDP under various network conditions to show that ResTP can be used in place of these standard protocols with no performance loss. In some scenarios, ResTP outperforms the standards due to its flexibility in adopting the appropriate set of algorithms for specific application needs and network conditions.
我们提出了ResTP的设计和仿真分析,ResTP是一种多路径可配置和自适应的传输层协议,为未来互联网的弹性和生存性而开发。ResTP与传统的传输协议(如TCP、UDP和MPTCP)的不同之处在于其设计的灵活性,因此它可以满足各种流量类、应用程序类型的需求,并考虑到潜在的网络特征,并且强调实现弹性,这是当前Internet系统中不幸缺乏的基本属性。在本文中,我们对ResTP进行了仿真评估,重点关注其单路径模式,并在各种网络条件下与TCP和UDP进行了比较,以表明ResTP可以代替这些标准协议而不会造成性能损失。在某些情况下,ResTP优于标准,因为它可以灵活地为特定的应用程序需求和网络条件采用适当的算法集。
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引用次数: 0
Monte Carlo Tree Search for Cross-Stratum Optimization of Survivable Inter-Data Center Elastic Optical Network 可生存数据中心间弹性光网络跨层优化的蒙特卡罗树搜索
Pub Date : 2018-08-01 DOI: 10.1109/RNDM.2018.8489841
Michal Aibin, K. Walkowiak
In last few years, cloud computing and other services based on data centers have evolved from an emerging technology to a recognized approach that is gaining broad acceptance and deployment. Therefore, there is a significant need to provide efficient and reliable operation of inter-data center networks based on optical technologies. In this article, we focus on cross stratum optimization of an inter-data center elastic optical network with additional survivability requirements. We propose a novel optimization approach that employs machine learning Monte Carlo Tree Search (MCTS) algorithm for simulation of future traffic to improve the performance of the network regarding blocking probability and operational cost. We evaluate the performance of the proposed method and other reference algorithms under various network scenarios, using representative topologies and real data provided by Amazon Web Services. The main conclusion is that the approach based on the MCTS algorithm enables better coordination of resource allocation in both strata, which results in lower blocking of requests and lower cost taking into account the survivability requirements, in comparison to other algorithms.
在过去几年中,基于数据中心的云计算和其他服务已经从一种新兴技术发展成为一种得到广泛接受和部署的公认方法。因此,为基于光技术的数据中心间网络提供高效、可靠的运行是迫切需要的。在本文中,我们关注具有额外生存性要求的数据中心间弹性光网络的跨层优化。我们提出了一种新的优化方法,采用机器学习蒙特卡罗树搜索(MCTS)算法来模拟未来的流量,以提高网络在阻塞概率和运行成本方面的性能。我们使用具有代表性的拓扑和Amazon Web Services提供的真实数据,评估了所提出的方法和其他参考算法在各种网络场景下的性能。主要结论是,与其他算法相比,基于MCTS算法的方法可以更好地协调两个层的资源分配,从而减少请求阻塞,降低成本,同时考虑到生存性要求。
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引用次数: 4
On Selecting the Relevant Metrics of Network Robustness 选取网络鲁棒性的相关指标
Pub Date : 2018-08-01 DOI: 10.1109/RNDM.2018.8489809
J. Marzo, E. Calle, Sergio G. Cosgaya, D. F. Rueda, Andreu Manosa
This paper deals with selecting the most relevant metrics with which to measure the robustness of a network. Although earlier efforts have also attempted to do this, there is still no consensus on how to define a single robustness metric. Instead, a large set of metrics regarding the structural, fragmentation, connectivity and centrality properties of a graph have been used. Here, we propose a novel methodology based on the Principal Component Analysis to calculate a single value Robustness* (R*). This is also a consistent way of analyzing how a network behaves under a severe removal of elements. Results show how to select the most relevant metrics for robustness and how to apply them in heterogeneous topologies.
本文讨论如何选择最相关的指标来衡量网络的鲁棒性。尽管早期的努力也试图做到这一点,但对于如何定义单个健壮性度量仍然没有达成共识。相反,使用了大量关于图的结构、碎片、连通性和中心性属性的度量。在这里,我们提出了一种基于主成分分析的新方法来计算单值稳健性* (R*)。这也是分析网络在严重移除元素时的行为的一致方法。结果显示了如何选择最相关的鲁棒性指标,以及如何将它们应用于异构拓扑。
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引用次数: 8
Protecting Wireless Mesh Networks Against Adverse Weather Conditions 保护无线网状网络免受恶劣天气条件的影响
Pub Date : 2018-08-01 DOI: 10.1109/RNDM.2018.8489837
Emma Fitzgerald, M. Pióro, A. Tomaszewski
Adverse weather conditions can cause deterioration of wireless channels, leading to reduced link capacities. Unlike in other types of networks, in radio-based wireless mesh networks, the link capacities depend not only on the prevailing conditions, but also on interfering transmissions, as well as the transmission power and modulation and coding schemes used. This leads to increased difficulty in modelling and mitigating partial link failures, such as those caused by unfavourable weather. In this paper we present optimisation models for reconfiguration of routing and traffic demand volumes in wireless mesh networks, taking into account transmission power and modulation and coding schemes. We consider both a network planning application and online optimisation in response to failure states as they occur. We conduct a numerical study on a realistic network topology, showing the feasibility of our models for practical implementation.
恶劣的天气条件会导致无线信道恶化,导致链路容量减少。与其他类型的网络不同,在基于无线电的无线网状网络中,链路容量不仅取决于当前条件,还取决于干扰传输,以及所使用的传输功率和调制和编码方案。这增加了建模和减轻部分链接故障的难度,例如由不利天气引起的故障。在本文中,我们提出了优化模型,重新配置路由和流量需求量在无线网状网络,考虑到传输功率和调制和编码方案。我们考虑网络规划应用程序和在线优化响应故障状态,因为他们发生。我们对一个实际的网络拓扑进行了数值研究,证明了我们的模型在实际应用中的可行性。
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引用次数: 2
Dual-Failure Restorability of Meta-Mesh Networks 元网状网络的双故障可恢复性
Pub Date : 2018-08-01 DOI: 10.1109/RNDM.2018.8489819
Andrés Castillo, Tetsuhei Nakashima-Paniagua, J. Doucette
The meta-mesh approach was previously proposed as an innovative method for improving the capacity efficiency of span restoration in sparse network topologies. The fundamental idea is to route lightpaths that fully transit chains of degree-2 nodes onto logical bypass spans that physically traverse the chain, but which are allowed to fail back to the anchor nodes or degree-3 nodes of the chain. From the transiting lightpath perspective, the effect is an increase in network connectivity from which a decrease in required spare capacity is allowed. Prior work on the meta-mesh approach considered only single span failure restorability. The work herein addresses the issue of dual-failure survivability by developing an ILP design model that produces a minimum-cost meta-mesh network design that is fully restorable in the event of all possible dual span failures scenarios.
元网格方法是提高稀疏网络拓扑中跨度恢复容量效率的一种创新方法。其基本思想是将完全传输2级节点链的光路路由到物理上穿越链的逻辑旁路上,但允许其故障返回到链的锚节点或3级节点。从传输光路的角度来看,其效果是网络连接性的增加,从而允许所需备用容量的减少。先前的元网格方法只考虑单跨故障的可恢复性。本文通过开发一种ILP设计模型来解决双故障生存能力问题,该模型产生了在所有可能的双跨故障情况下完全可恢复的最小成本元网格网络设计。
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引用次数: 1
Practical aspects of Flow Thinning optimization 流动减薄优化的实践方面
Pub Date : 2018-08-01 DOI: 10.1109/RNDM.2018.8489835
M. Pióro, I. Kalesnikau, M. Poss, D. Nace, A. Tomaszewski
Flow thinning (FT) is a traffic protection mechanism for communication networks with variable link capacities, for example wireless networks. With FT, end-to-end traffic demands are equipped with dedicated logical tunnels, for example MPLS tunnels, whose nominal capacity is subject to thinning in order to follow the fluctuations of link capacities availability. Moreover, instantaneous traffic of each demand is throttled at its originating node accordingly to the current total capacity available on the demand’s dedicated tunnels. In effect, the network is always capable of carrying the admitted traffic. In this paper we deal with an efficient, implementable version of FT, referred to as AFT (affine flow thinning). By deriving appropriate cutting-plane and path-generation algorithms, we show how real-life network dimensioning problems for AFT can be efficiently treated using a proper characterization of the network link availability states. Results of a numerical study illustrate tractability of the cost minimization problems, and assess cost efficiency of AFT in comparison with other protection mechanisms.
流量细化(FT)是一种针对可变链路容量的通信网络(如无线网络)的流量保护机制。通过FT,端到端的流量需求配备了专用的逻辑隧道,例如MPLS隧道,其标称容量会随着链路容量可用性的波动而减少。此外,每个需求的瞬时流量在其发起节点上根据需求专用隧道当前可用的总容量进行限制。实际上,网络总是能够承载被允许的流量。在本文中,我们处理一个有效的,可实现的FT版本,称为AFT(仿射流细化)。通过推导适当的切割平面和路径生成算法,我们展示了如何使用网络链路可用性状态的适当表征有效地处理AFT的现实网络维度问题。数值研究结果说明了成本最小化问题的可跟踪性,并与其他保护机制进行了比较,评估了AFT的成本效率。
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引用次数: 2
期刊
2018 10th International Workshop on Resilient Networks Design and Modeling (RNDM)
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