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2018 4th IEEE Conference on Network Softwarization and Workshops (NetSoft)最新文献

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Modeling and Performance Analysis for Service Function Chaining in the SDN/NFV Architecture SDN/NFV架构中业务功能链的建模与性能分析
Pub Date : 2018-06-01 DOI: 10.1109/NETSOFT.2018.8460068
Q. Duan
Service function chaining (SFC) in the SDN/NFV architecture offers a flexible approach to end-to-end service provisioning in future networks. Analysis on the quality of service (QoS) guaranteed by SFC becomes an important research topic. The resource abstraction and dynamic elastic service provisioning enabled by SDN/NFV bring in new challenges to SFC performance evaluation that have not been fully addressed by existing approaches. In order to face such challenges, a novel modeling and analysis method is proposed in this paper for evaluating end-to-end service performance of SFC in the SDN/NFV architecture. Application of network calculus-based techniques in this paper makes the proposed modeling and analysis method agnostic to VNF implementations and adaptive to service capacity scaling; thus applicable to performance evaluation of SFC in SDN/NFV for dynamic elastic service provisioning.
SDN/NFV架构中的业务功能链(SFC)为未来网络提供了一种灵活的端到端业务发放方式。分析SFC所保证的服务质量(QoS)成为一个重要的研究课题。SDN/NFV带来的资源抽象和动态弹性业务发放给SFC性能评估带来了新的挑战,这些挑战是现有方法无法完全解决的。为了应对这些挑战,本文提出了一种新的建模和分析方法来评估SDN/NFV架构下SFC的端到端业务性能。本文采用基于网络演算的技术,使所提出的建模和分析方法对VNF实现不可知,并能适应业务容量的扩展;适用于SDN/NFV中SFC动态弹性业务发放的性能评估。
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引用次数: 6
A Decomposition-based Architecture for Distributed Cyber-Foraging of Multiple Edge Functions 基于分解的多边缘函数分布式网络觅食体系结构
Pub Date : 2018-06-01 DOI: 10.1109/NETSOFT.2018.8459933
Flavio Esposito, F. Paganelli, R. Fantacci
Edge computing is an emerging paradigm whose goal is to boost with cloud resources available at the edge the computational capability of otherwise weak devices. This paradigm is mostly attractive to reduce user perceived latency. A central mechanism in edge computing is cyber-foraging, i.e., the search and delegation to capable edge cloud processes of tasks too complex, time consuming or resource intensive to be running on user devices or low-latency demanding to be running remotely, as a form of edge function. An edge function is any network or device-specific process that may be run on an edge process instead. Despite the recent interest for this technology from industry and academia, cyber-foraging techniques and protocols have yet to be standardized. In this paper, we leverage decomposition theory to propose an architecture providing insights in the design and implementation of protocols for cyber-foraging of multiple edge functions. In contrast with several existing solutions, we argue that the (distributed) cyber-foraging orchestration should be policy-based and not an ad-hoc solution, i.e., either a pure edge cloud burden or a device decision. To this end, via simulations, we show how our approach can be used by edge computing providers and application programmers to compare and evaluate different alternative cyber-foraging solutions. Our decomposition-based approach has general applicability to other network utility maximization problems, even outside the edge computing domain.
边缘计算是一种新兴的范式,其目标是利用边缘可用的云资源来提高其他弱设备的计算能力。这种模式对于减少用户感知到的延迟非常有吸引力。边缘计算的核心机制是网络觅食,即作为边缘功能的一种形式,将过于复杂、耗时或资源密集的任务搜索并委托给有能力的边缘云进程,而这些任务无法在用户设备上运行,或者需要低延迟才能远程运行。边缘函数是可以在边缘进程上运行的任何网络或特定于设备的进程。尽管工业界和学术界最近对这项技术感兴趣,但网络觅食技术和协议尚未标准化。在本文中,我们利用分解理论提出了一个架构,为多个边缘函数的网络觅食协议的设计和实现提供了见解。与几个现有的解决方案相比,我们认为(分布式)网络觅食编排应该是基于策略的,而不是一个特别的解决方案,也就是说,要么是纯粹的边缘云负担,要么是设备决策。为此,通过模拟,我们展示了边缘计算提供商和应用程序程序员如何使用我们的方法来比较和评估不同的替代网络觅食解决方案。我们基于分解的方法一般适用于其他网络效用最大化问题,甚至在边缘计算领域之外。
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引用次数: 2
Fault Tolerance Comparison of ONOS and OpenDaylight SDN Controllers ONOS与OpenDaylight SDN控制器容错性比较
Pub Date : 2018-06-01 DOI: 10.1109/NETSOFT.2018.8460099
José Manuel Sánchez-Vílchez, D. Sarmiento
Software-Defined Networking logically centralizes the intelligence inside the SDN controller, therefore the fault tolerance of an SDN not only depends on the SDN controller availability but also on its timely forwarding decisions in realtime to circumvent faults on the data plane. In this paper we compare the behavior of the opensource SDN controllers OpenDaylight and ONOS when circumventing faults on the data plane and dealing with topological changes to ensure the continuity of service. We evaluated both controllers under a set of fault scenarios conceived to deploy fully customizable network topologies by keeping a better configuration control on the interconnections than the existing in current simulation tools such as Mininet.
软件定义网络逻辑上将智能集中在SDN控制器内部,因此SDN的容错性不仅取决于SDN控制器的可用性,还取决于SDN控制器实时的及时转发决策,以规避数据平面上的故障。本文比较了开源SDN控制器OpenDaylight和ONOS在规避数据平面故障和处理拓扑变化以保证业务连续性时的行为。我们在一组故障场景下评估了这两个控制器,这些故障场景旨在通过在互连上保持比现有仿真工具(如Mininet)更好的配置控制来部署完全可定制的网络拓扑。
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引用次数: 5
A Layer 2 Traffic Steering Mechanism for Network Slicing scenarios 面向网络切片场景的二层流量导向机制
Pub Date : 2018-06-01 DOI: 10.1109/NETSOFT.2018.8460100
J. Garay, J. Unzilla, E. Jacob, J. Matías
The need to support a wide variety of requirements, from the different verticals envisioned, make slicing a core component of the 5G scenario. One of the foundations of slicing is the capability of isolating the different services provided, to guarantee the required performance for each of them. The performance impact of the isolation mechanisms themselves becomes a key aspect that must be carefully balanced and evaluated in all the components of the infrastructure. In this paper, we introduce L2TSM, a Layer 2 Traffic Steering Mechanism for Network Slicing scenarios, including Service Function Chaining and Network Function Virtualization deployments. L2TSM minimizes the overhead, simplifies exposing the programmability of the network devices to be exploited by the service functions and maintains the isolation between the service chains, through a software-defined and standard compliant addressing scheme. With a case study in our L2TSM prototype, we show how different types of traffic composing a service chain are supported and gather some insights on the performance of the solution.
由于需要支持来自不同垂直领域的各种需求,切片技术成为5G场景的核心组成部分。切片的基础之一是隔离所提供的不同服务的能力,以保证每个服务所需的性能。隔离机制本身的性能影响成为必须在基础设施的所有组件中仔细平衡和评估的一个关键方面。在本文中,我们介绍了L2TSM,一种用于网络切片场景的第二层流量引导机制,包括业务功能链和网络功能虚拟化部署。L2TSM通过软件定义的和符合标准的寻址方案,最大限度地减少了开销,简化了服务功能可以利用的网络设备的可编程性,并保持了服务链之间的隔离。通过L2TSM原型中的一个案例研究,我们将展示如何支持组成服务链的不同类型的流量,并收集有关解决方案性能的一些见解。
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引用次数: 1
NFV-compliant Traffic Monitoring and Anomaly Detection based on Dispersed Vantage Points in Shared Network Infrastructures 共享网络基础设施中基于分散优势点的nfv兼容流量监控与异常检测
Pub Date : 2018-06-01 DOI: 10.1109/NETSOFT.2018.8460031
A. Pavlidis, Giannis Sotiropoulos, Kostas Giotis, D. Kalogeras, B. Maglaris
In this paper we propose a monitoring architecture based on dispersed vantage points in networking infrastructures. Our framework offers on-demand network monitoring data and related analytics to users and/or organizations, considered as tenants of shared infrastructures. Measurements are collected from monitoring agents scattered in a legacy production network, offering authorized users (tenants and administrators) better visibility of events. Adhering to the NFV principles we implemented, deployed and orchestrated management-plane monitoring and anomaly detection services using Docker containers. Thus, our architecture enables users to process, analyze and visualize customized network monitoring data. The proposed architecture was shown to be well-suited for anomaly detection schemas by considering measurements gathered from centralized and localized vantage points within a network.
本文提出了一种基于网络基础设施中分散优势点的监控体系结构。我们的框架为用户和/或组织提供按需网络监控数据和相关分析,这些用户和/或组织被视为共享基础设施的租户。度量是从分散在遗留生产网络中的监视代理中收集的,为授权用户(租户和管理员)提供了更好的事件可见性。遵循NFV原则,我们使用Docker容器实现、部署和编排管理平面监控和异常检测服务。因此,我们的架构使用户能够处理、分析和可视化定制的网络监控数据。通过考虑从网络中集中和局部有利位置收集的测量数据,所提出的体系结构非常适合于异常检测模式。
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引用次数: 6
Simulation-driven Development of Self-adaptive Transportation Systems 自适应交通系统的仿真驱动开发
Pub Date : 2018-06-01 DOI: 10.1109/NETSOFT.2018.8460073
M. Oplenskedal, P. Herrmann, J. Blech, Amirhosein Taherkordi
Modern Intelligent Transportation Systems (ITS) operate highly automatically. Therefore, they have to be able to handle a large variety of situations each demanding a particular system behavior. That aggravates the development of control software that has to guarantee safe and expedient operation in all possible situations. To support a suitable reconfiguration of the controllers to changing environments, the use of self-adaptation seems to be a highly promising approach. In this paper, we propose to combine model-based engineering of control software with simulation. That allows us to create and test controller software in parallel with the physical systems, it shall operate. Moreover, this approach makes it possible to safely confront a transport system with situations that, otherwise, could only be reproduced taking a significant risk. In particular, we introduce a framework for the creation of control software using simulators together with a development structure. The suggested design process is illustrated with a mobile robot example.
现代智能交通系统(ITS)运行高度自动化。因此,他们必须能够处理各种各样的情况,每种情况都要求特定的系统行为。这加剧了控制软件的开发,控制软件必须保证在所有可能的情况下安全、方便地运行。为了支持控制器对不断变化的环境进行适当的重新配置,使用自适应似乎是一种非常有前途的方法。在本文中,我们提出将基于模型的控制软件工程与仿真相结合。这允许我们创建和测试控制器软件与物理系统并行,它应该运行。此外,这种办法使运输系统能够安全地面对那些否则只能冒很大风险才能重现的情况。特别地,我们介绍了一个使用模拟器和开发结构创建控制软件的框架。最后以移动机器人为例说明了建议的设计过程。
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引用次数: 0
Technical Sessions 技术会议
Pub Date : 2018-06-01 DOI: 10.1109/netsoft.2018.8474391
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引用次数: 0
Let the state follow its flows: An SDN-based flow handover protocol to support state migration 让状态遵循其流:基于sdn的流切换协议,以支持状态迁移
Pub Date : 2018-06-01 DOI: 10.1109/NETSOFT.2018.8460007
Manuel Peuster, Hannes Kuttner, H. Karl
Dynamically steering flows through virtualized network function instances is a key enabler for elastic, on-demand deployments of virtualized network functions. This becomes particular challenging when stateful functions are involved, necessitating state management. The problem with existing solutions is that they typically embrace state migration and flow rerouting jointly, imposing a huge set of requirements on the on-boarded VNFs, e.g., solution-specific state management interfaces. In this paper, we introduce the seamless handover protocol (SHarP). It provides an easy-to-use, loss-less, and order-preserving flow rerouting mechanism that is not fixed to a single state management approach. This allows VNF vendors to implement or use the state management solution of their choice. SHarP supports these solutions with additional information when flows are migrated. Further, we show how SHarP significantly reduces the buffer usage at a central (SDN) controller, which is a typical bottleneck in existing solutions. Our experiments show that SHarP uses a constant amount of controller buffer, irrespective of the time taken to migrate the VNF state.
通过虚拟化网络功能实例动态引导流是实现虚拟化网络功能的弹性、按需部署的关键因素。当涉及到有状态函数时,这变得特别具有挑战性,需要进行状态管理。现有解决方案的问题在于,它们通常同时包含状态迁移和流重路由,从而对已装载的vnf施加了大量需求,例如,特定于解决方案的状态管理接口。本文介绍了无缝切换协议(SHarP)。它提供了一种易于使用、无损且保持秩序的流重路由机制,而不是固定于单一状态管理方法。这允许VNF供应商实现或使用他们选择的状态管理解决方案。当流迁移时,SHarP通过附加信息支持这些解决方案。此外,我们还展示了SHarP如何显著减少中央(SDN)控制器的缓冲区使用,这是现有解决方案中的一个典型瓶颈。我们的实验表明,无论迁移VNF状态所花费的时间如何,SHarP都使用恒定数量的控制器缓冲区。
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引用次数: 7
A reference architecture for network slicing 网络切片的参考体系结构
Pub Date : 2018-06-01 DOI: 10.1109/NETSOFT.2018.8460057
S. Kukliński, Lechosław Tomaszewski, Tomasz Osiński, A. Ksentini, P. A. Frangoudis, E. Cau, M. Corici
Network slicing is an important technology that influences the way in which new networking solutions will be designed and operated. Currently, there are several approaches to network slicing, but so far there is no a systematic approach that includes all aspects of the technology. In this paper, we present a generic network slicing framework that includes embedded in each slice some management and operations related mechanisms in order to cope with slice management scalability and to address the multi-tenancy issue. The presented solution uses NFV MANO for slice orchestration and supports multi-domain slicing.
网络切片是一项重要的技术,它影响着新的网络解决方案的设计和运行方式。目前,有几种方法可以实现网络切片,但到目前为止还没有一种系统的方法可以涵盖该技术的所有方面。在本文中,我们提出了一个通用的网络切片框架,该框架在每个切片中嵌入了一些管理和操作相关的机制,以应对切片管理的可伸缩性和解决多租户问题。该解决方案使用NFV MANO进行切片编排,并支持多域切片。
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引用次数: 17
Stateful Distributed Firewall as a Service in SDN SDN中的状态分布式防火墙即服务
Pub Date : 2018-06-01 DOI: 10.1109/NETSOFT.2018.8460126
A. Zeineddine, W. El-Hajj
Software-defined networking (SDN) is a newly emerging approach in computer networking which abstracts network control functionalities and enables its direct programmability at the management plane. A new framework of communication between the control-plane and the data-plane is gaining a lot of attraction recently, which combines the advantages of the proactive approach, in pre-installing the flow rules in the data-plane, and the advantages of the reactive approach, in its ability to dynamically react to network events. This hybrid approach utilizes the potential of the SDN switches to recognize and host state machines. While the trending success of SDN is set to continue, this evolving network paradigm requires a new set of tools and strategies to secure the network elements against intrusions and at the same time maintain its efficiency and reliability. In this paper, we take advantage of the hybrid approach of network controllability and management to offload the processing of stateful applications from the control-plane to the data-plane and propose our framework, SDFS, which optimizes a distributed stateful application in the data-plane to transform the SDN network into one big firewall. While maintaining modularity of the framework, SDFS offers an optimized processing burden distribution of the stateful application in the data-plane among the switches in the network with inherent fault-tolerance mechanisms that eliminate the need for immediate controller intervention even in cases of network failure or attacks.
软件定义网络(SDN)是一种新兴的计算机网络方法,它将网络控制功能抽象出来,并使其在管理平面上具有直接可编程性。最近,一种新的控制平面和数据平面之间的通信框架受到了广泛的关注,它结合了主动方法在数据平面中预先安装流规则的优点和被动方法在动态响应网络事件的能力方面的优点。这种混合方法利用了SDN交换机识别和托管状态机的潜力。虽然SDN的成功趋势将继续下去,但这种不断发展的网络范式需要一套新的工具和策略来保护网络元素免受入侵,同时保持其效率和可靠性。在本文中,我们利用网络可控性和管理的混合方法,将有状态应用程序的处理从控制平面转移到数据平面,并提出了我们的框架SDFS,该框架在数据平面上优化分布式有状态应用程序,将SDN网络转变为一个大防火墙。在保持框架的模块化的同时,SDFS在网络中的交换机之间提供了数据平面中有状态应用程序的优化处理负担分配,具有固有的容错机制,即使在网络故障或攻击的情况下,也不需要立即进行控制器干预。
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引用次数: 6
期刊
2018 4th IEEE Conference on Network Softwarization and Workshops (NetSoft)
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