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The 16th Asia-Pacific Network Operations and Management Symposium最新文献

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A traffic load balancing method for component-based service platform with heterogeneous wireless access networks 具有异构无线接入网络的基于组件的业务平台的流量负载均衡方法
Pub Date : 2014-12-29 DOI: 10.1109/APNOMS.2014.6996596
Hiroki Matsuyama, Yuya Inoue, Y. Hirota, K. Kinoshita, H. Tode, Takashi Watanabe
To guarantee the quality of service is one of the most important problems in ICT (Information Communication Technology) area. Therefore, we had proposed a service platform which integrates service control and network control by componentization of distributed objects. On the other hand, with advances of wireless communication technologies, users eager to have network services with a mobile terminal. However, this platform does not consider any wireless access networks. In this paper, we extend the platform to support mobile terminals with heterogeneous wireless access networks and also propose a traffic load balancing method on them for bandwidth guaranteed services. Finally, the effectiveness of the proposed method is evaluated by simulation experiments.
保证服务质量是信息通信技术(ICT)领域最重要的问题之一。因此,我们提出了一种通过分布式对象组件化,将业务控制与网络控制相结合的服务平台。另一方面,随着无线通信技术的发展,用户渴望通过移动终端获得网络服务。然而,该平台不考虑任何无线接入网络。在本文中,我们对平台进行了扩展,使其能够支持具有异构无线接入网络的移动终端,并提出了一种基于移动终端的流量负载均衡方法,以实现带宽保障业务。最后,通过仿真实验验证了该方法的有效性。
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引用次数: 1
BP neural network-based web service selection algorithm in the smart distribution grid 基于BP神经网络的智能配电网web服务选择算法
Pub Date : 2014-12-29 DOI: 10.1109/APNOMS.2014.6996111
Lanlan Rui, Yinglin Xiong, Ke Xiao, Xue-song Qiu
A good web selection algorithm can provide the most suitable service for users. However, known for its slow convergence rate and proneness of oscillation in its learning process, the traditional error back propagation neural network algorithm cannot be applied in the service selection scenarios of actual smart distribution grid. In order to meet the requirements of telecommunication technology for smart distribution grid and improve the quality of telecommunication service, this paper proposes an improved error back propagation algorithm, in which the learning factor can be self-adjusted with every iteration. The simulation results show an optimization of the training speed and an oscillation reduction in the learning process with the new algorithm, thus obvious optimizing the web services selection in smart distribution grid.
一个好的网页选择算法可以为用户提供最适合的服务。然而,传统的误差反向传播神经网络算法由于其收敛速度慢,学习过程中容易出现振荡,无法应用于实际智能配电网的服务选择场景。为了满足电信技术对智能配电网的要求,提高电信服务质量,本文提出了一种改进的误差反向传播算法,该算法每次迭代都可以自调整学习因子。仿真结果表明,新算法优化了训练速度,减少了学习过程中的振荡,从而明显优化了智能配电网中web服务的选择。
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引用次数: 5
On the resilience of software defined routing platform 软件定义路由平台的弹性研究
Pub Date : 2014-12-29 DOI: 10.1109/APNOMS.2014.6996605
P. Zeng, K. Nguyen, Yao Shen, S. Yamada
In recent years, there has been an increasing interest in Software Defined Networking (SDN)/OpenFlow, which is a novel network architecture splitting control and data planes. The SDN-enabled products have also been widely deployed in many production networks aiming to bypass the limitations of current Internet architecture. There are several efforts on building Software Defined Routing Platform (SDRP), which integrates SDN/OpenFlow within IP routing. However, to the best of our knowledge, there are a few successful works on realizing SDRP despite of the flexibility and rich features of SDN. In this paper, we investigate state-of-the-art works towards SDRP. We have evaluated the performance of a mainstream SDRP named RouteFlow. Our evaluations have been conducted using both the emulator Mininet and a real testbed with physical switches. Different to other works, we focus on the resilience aspect of the routing platform. The evaluation results show that RouteFlow is resilient against both single and multiple link failures. Additionally, OSPF provided by RouteFlow achieves a shorter failover time than the legacy OSPF. In the case of RIPv2, RouteFlow's protocol has a comparable performance value with the distributed one.
软件定义网络(SDN)/OpenFlow是一种分离控制平面和数据平面的新型网络架构,近年来受到越来越多的关注。支持sdn的产品也被广泛部署在许多生产网络中,旨在绕过当前Internet架构的限制。在构建软件定义路由平台(SDRP)方面有一些努力,它在IP路由中集成了SDN/OpenFlow。然而,据我们所知,尽管SDN具有灵活性和丰富的特性,但实现SDRP的成功作品很少。在本文中,我们研究了最新的研究成果。我们已经评估了一个名为RouteFlow的主流SDRP的性能。我们的评估是使用仿真器Mininet和物理交换机的真实测试平台进行的。与其他工作不同,我们重点关注路由平台的弹性方面。评估结果表明,RouteFlow对单链路和多链路故障都具有弹性。此外,RouteFlow提供的OSPF实现了比传统OSPF更短的故障转移时间。在RIPv2的情况下,RouteFlow协议与分布式协议具有相当的性能值。
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引用次数: 6
A context-aware content delivery framework for QoS in mobile cloud 面向移动云服务质量的上下文感知内容交付框架
Pub Date : 2014-12-29 DOI: 10.1109/APNOMS.2014.6996607
Rim Haw, Md. Golam Rabiul Alam, C. Hong
According to increasing performance of mobile devices, like smart phone, tablet PC and etc, and diffusing network infrastructures, like LTE, WiFi and etc, various types of content delivery services based on PC services can serve into mobile devices using cloud. In this paper we proposed content delivery framework with SDN (Software Defined Networking) and CCN (Content Centric Networking) to improve content delivery QoS in mobile cloud environment. Additionally to serve autonomic optimal services, we proposed reinforcement learning based context-aware content delivery scheme. Using our framework, we can guarantee QoS to provide context-aware content delivery scheme.
随着智能手机、平板电脑等移动设备性能的提高,以及LTE、WiFi等网络基础设施的扩散,基于PC服务的各种类型的内容交付服务可以通过云服务到移动设备中。本文提出了基于软件定义网络(SDN)和内容中心网络(CCN)的内容交付框架,以提高移动云环境下的内容交付QoS。此外,为了提供自主最优服务,我们提出了基于强化学习的上下文感知内容交付方案。使用我们的框架,我们可以保证QoS提供上下文感知的内容交付方案。
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引用次数: 10
PowerGuide: Accurate Wi-Fi power estimator for smartphones PowerGuide:准确的智能手机Wi-Fi功率估计
Pub Date : 2014-12-29 DOI: 10.1109/APNOMS.2014.6996567
Jian Li, Jin Xiao, H. Azzouz, J. W. Hong, R. Boutaba
Wi-Fi is a popular wireless communication technology for smart devices such as smartphones, however, Wi-Fi related energy consumption in smartphones contributes to a significant portion of its energy expenditure. Hence it is important to carefully analyze and profile Wi-Fi energy expenditure in order to improve mobile applications' energy efficiency. Although hardware based power meters provide very accurate power measurement result, it is infeasible to expect mobile application developers to rely on power meters. As alternative solutions, software based power estimation tools are popular. Most of the existing power estimation solutions to date do not provide accurate estimation result, as we disclose in this paper by analyzing the popular PowerTutor. Therefore, we propose a new Wi-Fi power model by taking into account important IEEE 802.11 communication patterns as well as Wi-Fi hardware settings in a way that increases the accuracy of power estimation. We design and implement the proposed power model as a smartphone application and deploy it into a real device for validation. The evaluation results show that our solution can achieve an estimation accuracy up to 86% compared to hardware power meters, and is much more accurate than PowerTutor.
Wi-Fi是智能手机等智能设备常用的无线通信技术,但智能手机的Wi-Fi相关能耗占其能耗的很大一部分。因此,为了提高移动应用的能源效率,仔细分析和描述Wi-Fi的能量消耗是很重要的。虽然基于硬件的电表提供了非常精确的功率测量结果,但期望移动应用程序开发人员依赖电表是不可行的。作为替代解决方案,基于软件的功率估计工具很受欢迎。正如我们在本文中通过分析流行的PowerTutor所揭示的那样,到目前为止,大多数现有的功率估计解决方案都不能提供准确的估计结果。因此,我们提出了一种新的Wi-Fi功率模型,该模型考虑了重要的IEEE 802.11通信模式以及Wi-Fi硬件设置,从而提高了功率估计的准确性。我们将提出的功率模型设计和实现为智能手机应用程序,并将其部署到实际设备中进行验证。评估结果表明,与硬件功率计相比,该方案的估计精度高达86%,远高于PowerTutor。
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引用次数: 4
DCP: An efficient and distributed data center cache protocol with Fat-Tree topology DCP:具有胖树拓扑结构的高效分布式数据中心缓存协议
Pub Date : 2014-12-29 DOI: 10.1109/APNOMS.2014.6996589
Zhihui Jiang, Zhiming Ding, Xiaofeng Gao, Guihai Chen
In the big data era, the principal traffic bottleneck in a data center is the communication between hosts. Moreover, the redundant packet contents indeed take a major part of the bottleneck. In this paper, we propose a distributed and efficient cache sharing protocol, named DCP, to eliminate redundant traffic in data center with Fat-Tree topology. In DCP, each switch holds packet caches, which are used for eliminating redundant packets. A cache sharing mechanism using Bloom Filter is also proposed to share local caches of switches with servers. Moreover, we propose another technique leveraging Bloom Filter to reduce false positive ratio caused by sharing cache information between switches and servers. We build up a Fat-Tree topology with k = 16 to evaluate the performance of DCP, and the simulation results show that DCP can eliminate 40% to 60% redundant packets, which validate its efficiency.
在大数据时代,数据中心主要的流量瓶颈是主机间的通信。此外,冗余包内容确实是瓶颈的主要组成部分。本文提出了一种分布式、高效的缓存共享协议DCP,利用胖树拓扑结构消除数据中心冗余流量。在DCP中,每个交换机都保存数据包缓存,用于消除冗余数据包。提出了一种利用Bloom Filter实现交换机本地缓存与服务器共享的缓存共享机制。此外,我们提出了另一种利用布隆过滤器的技术,以减少交换机和服务器之间共享缓存信息造成的误报率。我们建立了k = 16的Fat-Tree拓扑来评估DCP的性能,仿真结果表明,DCP可以消除40% ~ 60%的冗余数据包,验证了其效率。
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引用次数: 6
A scalable flow rule translation implementation for software defined security 用于软件定义安全性的可伸缩流规则转换实现
Pub Date : 2014-12-29 DOI: 10.1109/APNOMS.2014.6996571
Hao Tu, Weiming Li, Dong Li, Junqing Yu
Software defined networking brings many possibilities to network security, one of the most important security challenge it can help with is the possibility to make network traffic pass through specific security devices, in other words, determine where to deploy these devices logically. However, most researches focus on high level policy and interaction framework but ignored how to translate them to low-level OpenFlow rules with scalability. We analyze different actions used in common security scenarios and resource constraints of physical switch. Based on them, we propose a rule translation implementation which can optimize the resource consumption according to different actions by selecting forward path dynamically.
软件定义的网络为网络安全带来了许多可能性,它可以帮助解决的最重要的安全挑战之一是使网络流量通过特定安全设备的可能性,换句话说,确定在逻辑上部署这些设备的位置。然而,大多数研究都集中在高层次的策略和交互框架上,而忽略了如何将其转化为具有可扩展性的底层OpenFlow规则。我们分析了常见安全场景中使用的不同操作以及物理交换机的资源约束。在此基础上,提出了一种规则转换实现,通过动态选择前向路径,可以根据不同的动作优化资源消耗。
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引用次数: 3
Mobile ticket dispenser system with waiting time prediction 具有等待时间预测的移动售票机系统
Pub Date : 2014-12-29 DOI: 10.1109/APNOMS.2014.6996574
Yun-Wei Lin, Yi-Bing Lin
A ticket dispenser (TD) is used to assist customers for the waiting process in, e.g., a shop. This paper deploys a mobile ticket dispenser system (MTDS) with waiting time prediction to enhance user experience in waiting. For example, the MTDS for a restaurant allows a customer to remotely draw a ticket for meal order anywhere through a smart phone before she/he arrives at the restaurant and therefore reduces her/his waiting time. We propose an output indicator and develop a discrete event simulation model to investigate the performance of the MTDS. Our study indicates that the waiting times can be more accurately predicted without consuming much wireless network resources and power consumption of mobile devices.
售票机(TD)是用来帮助顾客在等待过程中,例如在商店。为了提高用户的等待体验,本文设计了一种具有等待时间预测功能的移动售票机系统(MTDS)。例如,餐厅的MTDS允许顾客在到达餐厅之前通过智能手机远程在任何地方取餐票,从而减少了她/他的等待时间。我们提出了一个输出指标,并建立了一个离散事件仿真模型来研究MTDS的性能。我们的研究表明,在不消耗大量无线网络资源和移动设备功耗的情况下,可以更准确地预测等待时间。
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引用次数: 6
Model for cost evaluation of OSS data integration OSS数据集成成本评估模型
Pub Date : 2014-12-29 DOI: 10.1109/APNOMS.2014.6996536
Naoki Take, Manabu Nishio
As a result of the rapid development in operation support systems (OSSs), OSS development costs have increased due to the separate development of individual systems, and maintenance costs have also risen due to the complex architecture of the entire system. To solve this problem, we previously proposed OSS data integration, which is an approach to integrate data among systems to reduce the cost of OSS development. To quantify the effect of data integration, we propose a model for cost evaluation focusing on software size as a metric based on an OSS software model and software size estimation method.
由于OSS (operation support systems)的快速发展,单个系统的独立开发增加了OSS的开发成本,整个系统的复杂架构也增加了维护成本。为了解决这个问题,我们之前提出了OSS数据集成,这是一种在系统之间集成数据以降低OSS开发成本的方法。为了量化数据集成的效果,我们提出了一个基于OSS软件模型和软件规模估算方法的成本评估模型,该模型将软件规模作为度量。
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引用次数: 0
Sales process management of project-based telecom services 基于项目的电信服务销售流程管理
Pub Date : 2014-12-29 DOI: 10.1109/APNOMS.2014.6996109
Ruey-Sheng Horng, Kuo-Dong Huang, Chien-Cheng Shen, Ya-Ting Hsu, Min-Che Hsu, Mingxuan Fan
The enterprise customer's demands for telecom applications often vary from case to case and contain many customization needs. In order to meet the demands of enterprise customers, many project-based sales cases have been carried by the telecom carriers. It is important to build up a company-wide standard process to help the telecom carrier effectively manage these sales cases. In addition, a good sales process could help the sales team of telecom carrier to run the sales cases in the most efficient way and help the sales manager to monitor the sales cases and forecast the revenues explicitly. Based on the sales processes defined in eTOM, a sales process management approach is proposed and an experimental information system is implemented in order to manage the project-based sales cases and to verify the effectiveness of this sales process management approach.
企业客户对电信应用程序的需求通常因情况而异,并且包含许多定制需求。为了满足企业客户的需求,电信运营商开展了许多基于项目的销售案例。建立一个全公司范围的标准流程来帮助电信运营商有效地管理这些销售案例是很重要的。此外,良好的销售流程可以帮助电信运营商的销售团队以最有效的方式运行销售案例,帮助销售经理监控销售案例并明确预测收入。基于eTOM中所定义的销售流程,提出了一种销售流程管理方法,并实现了一个实验信息系统,对基于项目的销售案例进行管理,验证了该销售流程管理方法的有效性。
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引用次数: 0
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The 16th Asia-Pacific Network Operations and Management Symposium
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