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2019 15th Annual Conference on Wireless On-demand Network Systems and Services (WONS)最新文献

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C-ITS PKI protocol: Performance Evaluation in a Real Environment C-ITS PKI协议:真实环境下的性能评估
Farah Haidar, Arnaud Kaiser, B. Lonc, P. Urien
In the near future, vehicles and roadside units (RSU) will communicate and cooperate by broadcasting V2X messages over the vehicular network (IEEE 802.11p). These messages are used by safety applications to improve road safety and traffic efficiency. However, those messages could also be used in a malicious way to track vehicles. Therefore, to guarantee drivers privacy, vehicles use pseudonym identities (or certificates) provided by a Public Key Infrastructure (PKI). During a trip, vehicles frequently change of certificates to make tracking much more difficult. They thus need to reload their certificates pool by requesting new ones to the PKI. In this paper, we evaluate the performance of the PKI protocol regarding the reloading of certificates. We ran several tests while driving in order to quantify the number of certificates that can be reloaded from the PKI at different speeds. The obtained results show that 1) the end-to-end latency between a requesting vehicle and the PKI is non-negligible and 2) as speed increases, the number of successfully reloaded certificates decreases.
在不久的将来,车辆和路边单元(RSU)将通过车载网络(IEEE 802.11p)广播V2X消息进行通信和合作。安全应用程序使用这些信息来提高道路安全和交通效率。然而,这些信息也可能被恶意用来追踪车辆。因此,为了保证驾驶员的隐私,车辆使用公钥基础设施(Public Key Infrastructure, PKI)提供的假名身份(或证书)。在旅途中,车辆频繁更换证件,使得追踪更加困难。因此,他们需要通过向PKI请求新的证书来重新加载他们的证书池。在本文中,我们评估了PKI协议在重新加载证书方面的性能。我们在开车时运行了几个测试,以便量化可以以不同速度从PKI重新加载的证书的数量。得到的结果表明:1)请求车辆和PKI之间的端到端延迟是不可忽略的;2)随着速度的增加,成功重新加载证书的次数减少。
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引用次数: 5
Contextual Dishonest Behaviour Detection for Cognitive Adaptive Charging in Dynamic Smart Micro-Grids 动态智能微电网认知自适应充电的情境不诚实行为检测
M. Radenkovic, Adam David Walker
The emerging Smart Grid (SG) paradigm promises to address decreasing grid stability from thinning safe operating margins, meet continually rising demand from pervasive high capacity devices such as electric vehicles (EVs), and fully embrace the shift towards green energy solutions. At the SG edge, widespread decentralisation of heterogeneous devices coupled with fluctuating energy availability and need as well as a greatly increased fluidity between their roles as energy producers, consumers, and stores raises significant challenges to ensuring robustness and security of both information and energy exchange. Detecting and mitigating both malicious and non-malicious threats in these environments is essential to the realisation of the full potential of the SG. To address this need for robust, localised, real-time security at the grid edge we propose CONCEDE, a collaborative cross-layer ego-network integrity awareness and attack impact reduction extension to our previous work on delay-tolerant cognitive adaptive energy exchange. We detail a substantial, targeted, energy disruption attack perpetrated by colluding mobile energy prosumers. Our CONCEDE proposal is then evaluated in multiple, diverse smart micro-grid (SMG) scenarios using hybrid traces of EVs and infrastructure from Europe, North America, and South America in the presence of a coordinated attack from malicious distributors seeking to disrupt energy supply to a target community. We show that CONCEDE successfully detects and identifies the nodes exhibiting malicious, dishonest behaviour and that CONCEDE also reduces the impact of a coordinated energy disruption attack on innocent parties in all explored scenarios across multiple criteria. Keywords— Smart energy, Mobile DTNs, Autonomous Vehicles, Security
新兴的智能电网(SG)模式有望解决因安全运营利润减少而导致电网稳定性下降的问题,满足电动汽车(ev)等普遍存在的高容量设备不断增长的需求,并完全接受向绿色能源解决方案的转变。在SG边缘,异构设备的广泛分散,加上能源可用性和需求的波动,以及它们作为能源生产者、消费者和存储者角色之间的流动性大大增加,对确保信息和能源交换的稳健性和安全性提出了重大挑战。在这些环境中检测和减轻恶意和非恶意威胁对于实现SG的全部潜力至关重要。为了满足这种对网格边缘健壮、本地化、实时安全的需求,我们提出了一种协作的跨层自我网络完整性意识和攻击影响减少扩展,以扩展我们之前在延迟容忍认知自适应能量交换方面的工作。我们详细介绍了一个实质性的,有针对性的,由串通移动能源消费者犯下的能源中断攻击。然后,我们的让步建议在多个不同的智能微电网(SMG)场景中进行评估,使用来自欧洲、北美和南美的电动汽车和基础设施的混合痕迹,以应对恶意分销商寻求破坏目标社区能源供应的协同攻击。我们表明,CONCEDE成功地检测和识别出表现出恶意、不诚实行为的节点,并且在跨多个标准的所有探索场景中,CONCEDE还减少了协调的能源中断攻击对无辜各方的影响。关键词:智能能源,移动ddn,自动驾驶汽车,安全
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引用次数: 1
5G Traffic Forecasting: If Verticals and Mobile Operators Cooperate 5G流量预测:如果垂直行业和移动运营商合作
F. Malandrino, C. Chiasserini
In 5G research, it is traditionally assumed that vertical industries (a.k.a verticals) set the performance requirements for the services they want to offer to mobile users, and the mobile operators alone are in charge of orchestrating their resources so as to meet such requirements. Motivated by the observation that successful orchestration requires reliable traffic predictions, in this paper we investigate the effects of having the verticals, instead of the mobile operators, performing such predictions. Leveraging a real-world, large-scale, crowd-sourced trace, we find that involving the verticals in the prediction process reduces the prediction errors and improves the quality of the resulting orchestration decisions.
在5G研究中,传统上认为垂直行业(又称垂直行业)为他们想要提供给移动用户的服务设定了性能要求,而移动运营商则负责协调他们的资源以满足这些要求。由于观察到成功的编排需要可靠的流量预测,在本文中,我们调查了由垂直行业而不是移动运营商执行此类预测的影响。利用一个真实的、大规模的、众包的跟踪,我们发现在预测过程中涉及到垂直部门可以减少预测错误,并提高最终编制决策的质量。
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引用次数: 3
MEC-based UWB Indoor Tracking System 基于mec的超宽带室内跟踪系统
J. Carrera, Zhongliang Zhao, M. Wenger, T. Braun
Real-time localization is the underlying requirement for providing context-aware services in the Internet of Things (IoT), Although several methods have been proposed to provide indoor localization, most of them implement the running algorithms locally in the mobile device to be located. However, the limited computational resources of mobile devices make it difficult to run complex algorithms. As an alternative, Multi-Access Edge Computing (MEC) as a promising paradigm extends the traditional cloud computing capabilities towards the edge of the network. This enables accurate location-aware services. In this work, we present an indoor tracking system based on the MEC paradigm for ultra wide band devices. Our tracking algorithms fuse machine learning-based zone prediction, Ultra Wide Band (UWB) radio ranging, inertial measurement units, and floor plan information into an enhanced particle filter. The localization process is hosted in an Edge server, which performs the resource-demanding calculation that is offloaded from the client devices. Moreover, the client devices are also equipped with certain processing power to handle sensor data processing. Our system includes also a Cloud layer, which enables data storage and data visualization for multiple clients. We evaluate our system in two complex environments. Experiment results show that our tracking system can achieve the average tracking error of 0.49 meters and 90% accuracy of 0.6 meters in real-time.
实时定位是在物联网(IoT)中提供上下文感知服务的基本要求,尽管已经提出了几种提供室内定位的方法,但大多数方法都是在待定位的移动设备中本地实现运行算法。然而,移动设备有限的计算资源使得复杂的算法难以运行。作为一种替代方案,多访问边缘计算(MEC)作为一种有前途的范例将传统云计算功能扩展到网络边缘。这使得精确的位置感知服务成为可能。在这项工作中,我们提出了一种基于MEC范式的超宽带设备室内跟踪系统。我们的跟踪算法将基于机器学习的区域预测、超宽带(UWB)无线电测距、惯性测量单元和平面图信息融合到一个增强的粒子滤波器中。本地化过程托管在边缘服务器中,该服务器执行从客户端设备卸载的资源需求计算。此外,客户端设备还具有一定的处理能力,对传感器数据进行处理。我们的系统还包括一个云层,它支持多个客户端的数据存储和数据可视化。我们在两个复杂的环境中评估我们的系统。实验结果表明,该跟踪系统实时平均跟踪误差为0.49 m,精度为0.6 m,达到90%。
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引用次数: 2
Benefits and Challenges of Software Defined Satellite-5G Communication 软件定义卫星- 5g通信的优势与挑战
H. Khalili, Pouria Sayyad Khodashenas, C. Fernández, Daniel Guija, K. Liolis, C. Politis, Gint Atkinson, Joe Cahill, R. King, Mark Kavanagh, Boris Tiomela Jou, O. Vidal
The convergence of innovation in satellite communications, 5G terrestrial systems and cloud technology promises a ubiquitous networking solution, which offers a wide range of features, including but not limited to: universal multiaccess coverage at extraordinarily high speeds & capacity, multi-tenancy, fixed and wireless access network convergence, software controlled, agile service provisioning, on-demand service-oriented resource allocation, and highly orchestrated. To meet the needs of future communication, a paradigm shift both in the terrestrial and satellite segments is needed, transforming them from data-only transport media to intelligent services, equipped with computational, storage and decision-making capacities. In this article, we present H2020 SaT5G project vision to integrate the next generation satellite systems into 5G terrestrial networks at different levels. To this end, after highlighting the benefits of the integrated satellite-5G systems via some potential use cases, we detail the architectural options proposed by the project. In addition, we will present a management solution for the effective management and orchestration of the end-to-end heterogeneous technologies (terrestrial and satellite services).
卫星通信、5G地面系统和云技术的创新融合承诺提供无处不在的网络解决方案,该解决方案提供了广泛的功能,包括但不限于:以极高的速度和容量实现普遍多址覆盖、多租户、固定和无线接入网络融合、软件控制、敏捷服务供应、按需服务资源分配和高度编排。为了满足未来通信的需要,需要在地面和卫星部分进行范式转变,将它们从仅数据传输媒体转变为配备计算、存储和决策能力的智能服务。在本文中,我们提出了H2020 SaT5G项目愿景,将下一代卫星系统集成到不同级别的5G地面网络中。为此,在通过一些潜在的用例强调了卫星- 5g集成系统的好处之后,我们详细介绍了该项目提出的架构选择。此外,我们将为端到端异构技术(地面和卫星服务)的有效管理和编排提供一个管理解决方案。
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引用次数: 12
On the Properties of Infective Flooding in Low-Duty-Cycle Networks 低占空比网络中感染泛洪的性质
L. Baldesi, L. Maccari, R. Cigno
Broadcasting information in a network is an important function in networking applications. In some networks, as wireless sensor networks or some ad-hoc networks it is so essential as to dominate the performance of the entire system. Exploiting some recent results based on the computation of the eigenvector centrality of nodes in the network graph and classical dynamic diffusion models on graphs, this paper derives a novel theoretical framework for efficient information broadcasting in mesh networks with low duty-cycling without the need to build a distribution tree. The model provides lower and upper stochastic bounds with high probability. We show that the lower bound is very close to the theoretical optimum and that a preliminary implementation provides results that are very close to the lower bound on classical graph models.
网络信息广播是网络应用中的一项重要功能。在一些网络中,如无线传感器网络或一些自组织网络,它是如此重要,以至于主导了整个系统的性能。基于网络图中节点特征向量中心性的计算和图上经典的动态扩散模型,本文提出了一种新的理论框架,在不需要建立分布树的情况下,在低占空比的网状网络中有效地传播信息。该模型提供了高概率的上下随机边界。我们证明了下限非常接近理论最优,并且初步实现提供的结果非常接近经典图模型的下限。
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引用次数: 1
Least Squares Optimization for Forest Propagation Augmented by Rainfall/Snowfall, Frequency, and Polarization Effects 降雨/降雪、频率和极化效应增强的森林繁殖最小二乘优化
M. Al Salameh
The general path loss model parameters for forest propagation environment are optimized using the least squares technique. The resulting model is verified by comparison with measured data where acceptable agreement is observed. The direct wave, vegetation effect, and rainfall/snowfall contribute to the wave propagation in a forest. The average rain rate that will probably be exceeded for at most 0.01% of the year (i.e., $mathbf{R}_{mathbf{0.01}%}$) is computed using real measured data in Jordan. Based on that, rainfall attenuation rate is computed and analyzed for varying frequencies and for both horizontal and vertical polarizations.
利用最小二乘法对森林传播环境的一般路径损失模型参数进行了优化。通过与观测到的可接受的一致的数据进行比较,验证了所得模型。直接波、植被效应和降雨/降雪对波在森林中的传播有促进作用。一年中可能超过的平均降雨率最多为0.01%(即$mathbf{R}_{mathbf{0.01}%}$)是使用约旦的实际测量数据计算的。在此基础上,计算并分析了不同频率和水平极化和垂直极化下的降雨衰减率。
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引用次数: 0
DVFS-Power Management and Performance Engineering of Data Center Server Clusters 数据中心服务器集群电源管理与性能工程
P. Kühn, M. Mashaly
Dynamic Voltage and Frequency Scaling (DVFS) is a method to save energy consumption of electronic devices and to protect them against overheating by automatic sensing and adaptation of their energy consumption. This can be accomplished either on the program instruction level for electronic devices or on the task or job level for server clusters. This paper models DVFS on the job level and through which Service Levels Objectives can be guaranteed with respect to prescribed mean or quantiles of service delays according to given Service Level Agreements (SLA) between user and service provider. The two parameters V (voltage) and f (frequency) cannot be changed independently of each other; typically only several combinations of V and f values are implemented in hardware for several power states. In this paper a novel analysis of operating DVFS is suggested for Server Clusters of Cloud Data Centers (CDC) under prescribed bounds of service level objectives which are defined by SLAs. The method is based on the theory of queuing models of the type GI/G/n for a server cluster to establish a relationship between SLA parameters and the power consumption and is performed for the example of the Intel Pentium M Processor with Enhanced SpeedStep Power Management. As result of this method precise bounds are provided for the load ranges of service request rates $lambda$ for each power mode which guarantee minimum power consumption dependent on given SLA values and job arrival and service statistics. As the instantaneous load in a CDC can be highly volatile the current load level is usually monitored by periodic sensing which may result in a rather high frequency of DVFS range changes and corresponding overhead. For that reason an automated smoothing method is suggested which reduces the frequency of DVFS range changes significantly. This method is based on a Finite State Machine (FSM) with hysteresis levels.
动态电压和频率缩放(DVFS)是一种通过自动感知和适应电子设备的能量消耗来节省电子设备的能量消耗并防止电子设备过热的方法。这既可以在电子设备的程序指令级别上完成,也可以在服务器集群的任务或作业级别上完成。本文在作业层面建立了DVFS模型,通过该模型,根据给定的用户和服务提供商之间的服务水平协议(SLA),可以保证服务水平目标相对于规定的服务延迟平均值或分位数。两个参数V(电压)和f(频率)不能相互独立改变;通常,在硬件中只有几种V和f值的组合用于几种电源状态。本文对云数据中心(CDC)服务器集群在sla定义的服务水平目标的限定范围内运行DVFS提出了一种新的分析方法。该方法基于服务器集群的GI/G/n类型排队模型理论,建立SLA参数与功耗之间的关系,并以Intel Pentium M处理器Enhanced SpeedStep电源管理为例进行了验证。由于该方法为每种电源模式的服务请求率的负载范围提供了精确的界限,从而保证根据给定的SLA值、作业到达和服务统计数据的最小功耗。由于CDC中的瞬时负载可能高度不稳定,因此通常通过周期性传感来监测当前负载水平,这可能导致DVFS范围变化的频率相当高,并导致相应的开销。为此,提出了一种自动平滑方法,该方法可以显著降低DVFS范围变化的频率。该方法基于具有迟滞级别的有限状态机(FSM)。
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引用次数: 9
A First Investigation of Congestion Control for LTE-V2X Mode 4 LTE-V2X模式4拥塞控制初探
Vincent Martinez, A. Mansouri, Jérôme Härri
3GPP LTE-V2X is a recent new cellular technology allowing direct communications between vehicles and any other stations. Its Sidelink mode 4 allows the scheduler to be fully distributed and not requiring any support from cellular infrastructures, thus making this mode well fitted for V2X safety-related communications. Based on a Listen-before-Talk (LBT) strategy, the scheduler, however, remains subject to performance degradation under increased channel load, and thus requires wireless congestion control mechanisms. In this work, we focus on the interactions between the strategies used by the LTE-V2X Sidelink mode 4 for autonomous resource allocations - LBT and Semi-persistent scheduling (SPS) - and decentralized congestion control (DCC) mechanisms. Simulations under various scenarios showed counter-productive interactions leading to performance degradations, and strategies to mitigate them are suggested.
3GPP LTE-V2X是一种最新的蜂窝技术,允许车辆与任何其他站点之间直接通信。它的Sidelink模式4允许调度器完全分布,不需要蜂窝基础设施的任何支持,因此这种模式非常适合V2X安全相关的通信。然而,基于先听后讲(LBT)策略的调度器在信道负载增加的情况下仍然存在性能下降的问题,因此需要无线拥塞控制机制。在这项工作中,我们重点研究了LTE-V2X副链路模式4用于自主资源分配的策略(LBT和半持久调度(SPS))与分散拥塞控制(DCC)机制之间的相互作用。在不同场景下的模拟结果表明,交互作用会导致性能下降,并提出了相应的缓解策略。
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引用次数: 49
2019 15th Annual Conference on Wireless On-demand Network Systems and Services Conference (WONS) 2019第15届无线点播网络系统与服务年会(WONS)
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引用次数: 0
期刊
2019 15th Annual Conference on Wireless On-demand Network Systems and Services (WONS)
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