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Using Heuristics to the Controller Placement Problem in Software-Defined Multihop Wireless Networking 软件定义多跳无线网络中控制器布局问题的启发式研究
Afsane Zahmatkesh, Chung-Horng Lung
Solving the controller placement problem (CPP) in an SDN architecture with multiple controllers has a significant impact on control overhead in the network, especially in multihop wireless networks (MWNs). The generated control overhead consists of controller-device and inter-controller communications to discover the network topology, exchange configurations, and set up and modify flow tables in the control plane. However, due to the high complexity of the proposed optimization model to the CPP, heuristic algorithms have been reported to find near-optimal solutions faster for large-scale wired networks. In this paper, the objective is to extend those existing heuristic algorithms to solve a proposed optimization model to the CPP in software-defined multihop wireless networking (SDMWN).Our results demonstrate that using ranking degrees assigned to the possible controller placements, including the average distance to other devices as a degree or the connectivity degree of each placement, the extended heuristic algorithms are able to achieve the optimal solution in small-scale networks in terms of the generated control overhead and the number of controllers selected in the network. As a result, using extended heuristic algorithms, the average number of hops among devices and their assigned controllers as well as among controllers will be reduced. Moreover, these algorithms are able tolower the control overhead in large-scale networks and select fewer controllers compared to an extended algorithm that solves the CPP in SDMWN based on a randomly selected controller placement approach.
在具有多个控制器的SDN体系结构中,解决控制器放置问题(CPP)对网络的控制开销有重要影响,特别是在多跳无线网络(MWNs)中。生成的控制开销包括控制器-设备和控制器间的通信,以发现网络拓扑、交换配置、建立和修改控制平面中的流表。然而,由于所提出的优化模型对CPP的高度复杂性,已有报道称启发式算法可以更快地找到大规模有线网络的近最优解。本文的目标是将现有的启发式算法扩展到软件定义多跳无线网络(SDMWN)中的CPP优化模型。我们的研究结果表明,使用分配给可能的控制器放置的排序度,包括到其他设备的平均距离作为一个度或每个放置的连接度,扩展启发式算法能够在小规模网络中根据生成的控制开销和网络中选择的控制器数量实现最优解。因此,使用扩展启发式算法,设备之间及其分配的控制器之间以及控制器之间的平均跳数将减少。此外,与基于随机选择控制器放置方法解决SDMWN中的CPP的扩展算法相比,这些算法能够降低大规模网络中的控制开销,并选择更少的控制器。
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引用次数: 0
A P2P Approach to Routing in Hierarchical MANETs 分层manet中的P2P路由方法
T. Kunz, Silas Echegini, B. Esfandiari
We present an effective routing solution for the backbone of hierarchical MANETs. Our solution leverages the storage and retrieval mechanisms of a Distributed Hash Table (DHT) common to many (structured) P2P overlays. The DHT provides routing information in a decentralized fashion, while supporting different forms of node and network mobility. We split a flat network into clusters, each having a gateway who participates in a DHT overlay. These gateways interconnect the clusters in a backbone network. Two routing approaches for the backbone are explored: flooding and a new solution exploiting the storage and retrieval capabilities of a P2P overlay based on a DHT. We implement both approaches in a network simulator and thoroughly evaluate the performance of the proposed scheme using a range of static and mobile scenarios. We also compare our solution against flooding. The simulation results show that our solution, even in the presence of mobility, achieved well above 90% success rates and maintained very low and constant round trip times, unlike the flooding approach. In fact, the performance of the proposed inter-cluster routing solution, in many cases, is comparable to the performance of the intra-cluster routing case. The advantage of our proposed approach compared to flooding increases as the number of clusters increases, demonstrating the superior scalability of our proposed approach.
提出了一种有效的分层manet主干网路由解决方案。我们的解决方案利用了分布式哈希表(DHT)的存储和检索机制,这是许多(结构化)P2P覆盖所共有的。DHT以分散的方式提供路由信息,同时支持不同形式的节点和网络移动性。我们将平面网络分成集群,每个集群都有一个参与DHT覆盖的网关。这些网关将骨干网络中的集群相互连接。探讨了主干网的两种路由方法:泛洪和利用基于DHT的P2P覆盖的存储和检索能力的新解决方案。我们在网络模拟器中实现了这两种方法,并使用一系列静态和移动场景彻底评估了所提出方案的性能。我们还将我们的解决方案与洪水进行了比较。模拟结果表明,即使在存在流动性的情况下,我们的解决方案也实现了90%以上的成功率,并保持了非常低且恒定的往返时间,这与注水方法不同。实际上,在许多情况下,所提出的集群间路由解决方案的性能与集群内路由解决方案的性能相当。与泛洪相比,我们提出的方法的优势随着集群数量的增加而增加,这表明我们提出的方法具有优越的可扩展性。
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引用次数: 4
Enhancing Cloud-Based IoT/M2M System Scalability by Dynamic Network Slicing 通过动态网络切片增强基于云的IoT/M2M系统的可扩展性
David de la Bastida, F. Lin
With ever-increasing applications of IoT, and due to the heterogeneous and bursty nature of these applications, scalability has become an important research issue in building cloud-based IoT/M2M systems. This research proposes a dynamic SDN-based network slicing mechanism to tackle the scalability problems caused by such heterogeneity and fluctuation of IoT application requirements. The proposed method can automatically create a network slice on-the-fly for each new type of IoT application and adjust the QoS characteristics of the slice dynamically according to the changing requirements of an IoT application. Validated with extensive experiments, the proposed mechanism demonstrates better platform scalability when compared to a static slicing system.
随着物联网应用的不断增加,由于这些应用的异构性和突发性,可扩展性已成为构建基于云的物联网/M2M系统的重要研究问题。为了解决物联网应用需求的异质性和波动性带来的可扩展性问题,本研究提出了一种基于动态sdn的网络切片机制。该方法可以自动为每一种新型物联网应用动态创建网络切片,并根据物联网应用不断变化的需求动态调整切片的QoS特性。经过大量的实验验证,与静态切片系统相比,所提出的机制具有更好的平台可扩展性。
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引用次数: 0
Prediction-Based Resource Assignment Scheme to Maximize the Net Profit of Cloud Service Providers 基于预测的云服务提供商净利润最大化资源分配方案
Sarabjeet Singh, M. St-Hilaire
In a cloud computing environment, users using the pay-as-you-go billing model can relinquish their services at any point in time and pay accordingly. From the perspective of the Cloud Service Providers (CSPs), this is not beneficial as they may lose the opportunity to earn from the relinquished resources. Therefore, this paper tackles the resource assignment problem while considering users relinquishment and its impact on the net profit of CSPs. As a solution, we first compare different ways to predict user behavior (i.e. how likely a user will leave the system before its scheduled end time) and deduce a better prediction technique based on linear regression. Then, based on the RACE (Relinquishment-Aware Cloud Economics) model proposed in [1], we develop a relinquishment-aware resource optimization model to estimate the amount of resources to assign on the basis of predicted user behavior. Simulations performed with CloudSim show that cloud service providers can gain more by estimating the amount of resources using better prediction techniques rather than blindly assigning resources to users. They also show that the proposed prediction-based resource assignment scheme typically generates more profit for a lower or similar utilization.
在云计算环境中,使用现收现付计费模式的用户可以在任何时间点放弃他们的服务,并相应地支付费用。从云服务提供商(csp)的角度来看,这是没有好处的,因为他们可能会失去从放弃的资源中获利的机会。因此,本文在解决资源分配问题的同时考虑用户放弃及其对csp净利润的影响。作为解决方案,我们首先比较了预测用户行为的不同方法(即用户在预定结束时间之前离开系统的可能性),并推导出基于线性回归的更好的预测技术。然后,我们在[1]中提出的RACE(放弃感知云经济学)模型的基础上,建立了放弃感知资源优化模型,在预测用户行为的基础上估计分配的资源量。使用CloudSim进行的模拟表明,云服务提供商可以通过使用更好的预测技术来估计资源量,而不是盲目地将资源分配给用户,从而获得更多收益。它们还表明,提出的基于预测的资源分配方案通常在较低或相似的利用率下产生更多的利润。
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引用次数: 1
Quality of Service (QoS) Evaluation in Wideband Code Division Multiplexing Access (WCDMA) Networks Using Empirical Analysis Methods 基于实证分析方法的宽带码分多址(WCDMA)网络服务质量评估
G. Chukwudebe, E. Ekwonwune, Florence O. Elei
Performance evaluation is essential in maintaining the Quality of Service (QOS) of the Wideband Code Division Multiplexing Access (WCDMA). This work was motivated by the reception of the poor signals, increase call drop, failure rate which was a poor QoS Reception. The aim is to survey WCDMA services in Owerri environs and establish that there are degradation and the level of debasement in the network. The methodology involved an Empirical Analysis through Drive Test across Owerri City in Imo State. The work adopted the empirical approach and deduction of some Standard performance metrics like call drop rate, failure rate, call success rate, call completion rate, Handover success rate and handover Failure Rate, compare with expected KPI(key performance indicator) threshold. From the assessment, it was found that only one out Four Networks (“GLO”) met the target Call Drop Rate (CDR), Call Completion Success rate (CCSR), Call Setup Success Rate (CSSR) and Call Blocked Rate (CBR) and the Handover was better in “GLO” and 9 mobile than in the “MTN” and Airtel.
性能评估是维持宽带码分多址(WCDMA)服务质量(QOS)的关键。这项工作的动机是接收较差的信号,增加呼叫掉线,故障率,这是一个较差的QoS接收。目的是调查Owerri环境中的WCDMA业务,并确定网络中存在降级和降级水平。方法包括通过在伊莫州奥韦里市进行驾驶测试进行实证分析。本工作采用实证方法,通过与预期KPI(关键绩效指标)阈值比较,推导出掉话率、失败率、呼叫成功率、呼叫完成率、切换成功率、切换失败率等标准绩效指标。从评估中发现,只有四分之一的网络(“GLO”)达到了呼叫掉话率(CDR)、呼叫完成成功率(CCSR)、呼叫建立成功率(CSSR)和呼叫阻塞率(CBR)的目标,“GLO”和9移动的切换优于“MTN”和Airtel。
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引用次数: 0
Risk Assessment Framework of mHealth System Vulnerabilities: A Multilayer Analysis of the Patient Hub 移动医疗系统漏洞风险评估框架:患者中心的多层分析
M. Ali, T. Wood-Harper, Abdullah Sultan Al-Qahtani, Abubakar Albakri
Although there have been remarkable technological developments in healthcare, the privacy and security of mobile health systems (mHealth) still raise many concerns with considerable consequences for patients using these technologies. For instance, potential security and privacy threats in wireless devices, such as Wi-Fi and Bluetooth connected to a patient hub at the application, middleware and sensory layers, may result in the disclosure of private and sensitive data. This paper explores the security and privacy of the patient hub, including patient applications and their connections to sensors and cloud technology. Addressing the privacy and security concerns of the patient hub called for a comprehensive risk assessment by using the OCTAVE risk assessment framework. Findings reveal that the highest risk concerned data exposure at the sensory layer. In spite of the countermeasures presented in this paper, most served as a means to identify risk early as opposed to mitigating them. The findings can serve to inform users of the potential vulnerabilities in the patient hub before they arise.
尽管在医疗保健方面已经有了显著的技术发展,但移动医疗系统(mHealth)的隐私和安全仍然引起了许多关注,并对使用这些技术的患者造成了相当大的后果。例如,无线设备中的潜在安全和隐私威胁,例如连接到应用程序、中间件和传感器层的患者中心的Wi-Fi和蓝牙,可能导致隐私和敏感数据的泄露。本文探讨了患者中心的安全性和隐私性,包括患者应用程序及其与传感器和云技术的连接。为了解决患者中心的隐私和安全问题,需要使用OCTAVE风险评估框架进行全面的风险评估。研究结果显示,最高的风险涉及感觉层的数据暴露。尽管本文中提出了对策,但大多数都是作为早期识别风险的手段,而不是减轻风险。这些发现可以在患者中心出现潜在漏洞之前告知用户。
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引用次数: 4
Software Defined Network (SDN) and OpenFlow Protocol in 5G Network 5G网络中的SDN (Software Defined Network)和OpenFlow协议
Khaled Alghamdi, R. Braun
The world is moving at a high speed in the implementation and innovations of new systems and gadgets. 3G and 4G networks support currently wireless network communications. However, the networks are deemed to be slow and fail to receive signals or data transmission to various regions as a result of solving the problem. This paper will analyze the use of Software Defined Network (SDN) in a 5G (fifth generation) network that can be faster and reliable. Further, in Mobile IP, there exist triangulation problems between the sending and receiving nodes along with latency issues during handoff for the mobile nodes causing huge burden in the network. With Cloud Computing and ecosystem for Virtualization developed for the Core and Radio Networks SDN OpenFlow seems to be a seamless solution for determining signal flow between mobiles. There have been a lot of researches going on for deploying SDN OpenFlow with the 5G Cellular Network. The current paper performs benchmarks as a feasibility need for implementing SDN OpenFlow for 5G Cellular Network. The Handoff mechanism impacts the scalability required for a cellular network and simulation results can be further used to be deployed the 5G Network.
世界在新系统和新设备的实施和创新方面正在高速发展。3G和4G网络支持目前的无线网络通信。然而,解决了这个问题后,网络被认为速度很慢,无法接收到各个区域的信号或数据传输。本文将分析软件定义网络(SDN)在更快、更可靠的5G(第五代)网络中的使用。此外,在移动IP中,发送和接收节点之间存在三角测量问题,并且移动节点在切换过程中存在延迟问题,给网络带来了巨大的负担。随着核心和无线网络的云计算和虚拟化生态系统的发展,SDN OpenFlow似乎是确定手机之间信号流的无缝解决方案。在5G蜂窝网络中部署SDN OpenFlow已经进行了大量的研究。本文将基准测试作为5G蜂窝网络实现SDN OpenFlow的可行性需求。切换机制影响蜂窝网络所需的可扩展性,仿真结果可进一步用于5G网络的部署。
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引用次数: 10
5G New Radio Prototype Implementation Based on SDR 基于SDR的5G新无线电原型实现
Lama Y. Hosni, Ahmed Y. Farid, Abdelrahman A. Elsaadany, M. Safwat
The fifth generation (5G) New Radio (NR) has been developed to provide significant improvements in scalability, flexibility, and efficiency in terms of power usage and spectrum as well. To meet the 5G vision, service and performance requirements, various candidate technologies have been proposed in 5G new radio; some are extensions of 4G and, some are developed explicitly for 5G. These candidate technologies include non-Orthogonal Multiple Access (NOMA), and Low Density Parity Check (LDPC) channel coding. In addition, deploying software defined radio (SDR) instead of traditional hardware modules. In this paper we build an open source SDR-based platform to realize the transceiver of the physical downlink shared channel (PDSCH) of 5G NR according to Third Generation Partnership Project (3GPP) standard. We provide a prototype for pairing between two 5G users using NOMA technique. In addition, a suitable design for LDPC channel coding is performed. The intermediate stage of segmentation, rate matching and interleaving are also carried out in order to realize a standard NR frame. Finally, experiments are carried out in both simulation and real time scenario on the designed 5G NR for the purpose of system performance evaluation, and to demonstrate its potential in meeting future 5G mobile network challenges.
第五代(5G)新无线电(NR)已经开发出来,在功率使用和频谱方面提供了可扩展性,灵活性和效率方面的显着改进。为了满足5G的愿景、业务和性能要求,5G新无线电中提出了多种候选技术;有些是4G的延伸,有些是专门为5G开发的。这些候选技术包括非正交多址(NOMA)和低密度奇偶校验(LDPC)信道编码。此外,采用软件定义无线电(SDR)代替传统的硬件模块。本文根据第三代合作伙伴计划(3GPP)标准,构建了一个基于开源sdr的平台,实现5G NR物理下行链路共享信道(PDSCH)的收发。我们提供了一个使用NOMA技术在两个5G用户之间进行配对的原型。此外,还进行了LDPC信道编码的设计。为了实现标准的NR帧,还进行了中间阶段的分割、速率匹配和交织。最后,在仿真和实时场景下对设计的5G NR进行了实验,以评估系统性能,并展示其在应对未来5G移动网络挑战方面的潜力。
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引用次数: 8
Analysis of Wide-Bandgap Material OPFET UV Detectors for High Dynamic Range Imaging and Communication Applications 用于高动态范围成像和通信应用的宽禁带材料OPFET紫外探测器分析
J. Gaitonde, R. Lohani
The ultraviolet (UV) photoresponses of Wurtzite GaN, ZnO, and 6H-SiC-based Optical Field Effect Transistor (OPFET) detectors are estimated with an in-depth analysis of the same considering the generalized model and the front-illuminated model for high resolution imaging and UV communication applications. The gate materials considered for the proposed study are gold (Au) and Indium-Tin-Oxide (ITO) for GaN, Au for SiC, and Au and silver dioxide (AgO2) for ZnO. The results indicate significant improvement in the Linear Dynamic Range (LDR) over the previously investigated GaN OPFET (buried-gate, front-illuminated and generalized) models with Au gate. The generalized model has superior dynamic range than the front-illuminated model. In terms of responsivity, all the models including buried-gate OPFET exhibit high and comparable photoresponses. Buried-gate devices on the whole, exhibit faster response than the surface gate models except in the AgO2-ZnO generalized OPFET model wherein the switching time is the lowest. The generalized model enables faster switching than the front-illuminated model. The switching times in all the cases are of the order of nanoseconds to picoseconds. The SiC generalized OPFET model shows the highest 3-dB bandwidths of 11.88 GHz, 36.2 GHz, and 364 GHz, and modest unity-gain cut-off frequencies of 4.62 GHz, 8.71 GHz, and 5.71 GHz at the optical power densities of 0.575 μW/cm2, 0.575 mW/cm2, and 0.575 W/cm2 respectively. These are in overall, the highest detection-cum-amplifi-cation bandwidths among all the investigated devices. The same device exhibits the highest LDR of 73.3 dB. The device performance is superior to most of the other existing detectors along with comparable LDR, thus, emerging as a high performance photodetector for imaging and communication applications. All the detectors show considerably high detectivities owing to the high responsivity values. The results have been analyzed by the photovoltaic and the photoconductive effects, and the series resistance effects and will aid in conducting further research. The results are in line with the experiments and the commercially available software simulations. The devices will greatly contribute towards single photon counting, high resolution imaging, and UV communication applications.
考虑到用于高分辨率成像和紫外通信的广义模型和前置照明模型,对纤锌矿GaN、ZnO和6h - sic基光场效应晶体管(OPFET)探测器的紫外(UV)光响应进行了深入分析,估计了它们的紫外(UV)光响应。该研究考虑的栅极材料是金(Au)和氧化铟锡(ITO)作为GaN的栅极材料,金(Au)作为SiC的栅极材料,金和二氧化银(AgO2)作为ZnO的栅极材料。结果表明,与先前研究的具有Au栅极的GaN OPFET(埋门,前照明和广义)模型相比,线性动态范围(LDR)有了显着改善。广义模型比前照模型具有更好的动态范围。在响应率方面,包括埋栅OPFET在内的所有模型都表现出高且相当的光响应。除AgO2-ZnO广义OPFET模型中开关时间最低外,埋门器件总体上表现出比表面栅极模型更快的响应。广义模型比前照模型能实现更快的切换。所有情况下的切换时间都在纳秒到皮秒之间。在光功率密度分别为0.575 μW/cm2、0.575 mW/cm2和0.575 W/cm2时,SiC广义OPFET模型的最高3 db带宽分别为11.88 GHz、36.2 GHz和364 GHz,单位增益截止频率分别为4.62 GHz、8.71 GHz和5.71 GHz。总的来说,在所有被调查的设备中,这些是最高的检测和放大带宽。同一器件的最大LDR为73.3 dB。该器件的性能优于大多数其他现有的探测器以及类似的LDR,因此,成为成像和通信应用的高性能光电探测器。所有的探测器显示相当高的检出率,由于高响应值。对所得结果进行了光伏效应、光导效应、串联电阻效应的分析,将有助于进一步的研究。所得结果与实验和商用软件模拟结果一致。该器件将为单光子计数、高分辨率成像和紫外通信应用做出巨大贡献。
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引用次数: 8
A Mobile Edge Computing Approach for Vehicle to Everything Communications 一种基于移动边缘计算的车对万物通信方法
Plouton Grammatikos, P. Cottis
This paper explores the exploitation of Mobile/Multi-access Edge Computing (MEC) for Vehicle-to-Everything (V2X) communications. Certain V2X applications that aim at improving road safety require reliable and low latency message delivery. As the number of connected vehicles increases, these requirements cannot be satisfied by technologies relying on the IEEE 802.11p standard. Therefore, the exploitation of the 4th generation Long Term Evolution (LTE) mobile networks has been considered. However, despite their widespread use, LTE systems are characterized by high end-to-end latency since the messages have to traverse the core network. MEC addresses this problem by offering computing, storage and network resources at the edge of the network closer to the end-users. This paper aims at investigating the benefits MEC may offer toward implementing V2X communications. In this framework, simulation scenarios were examined concerning various V2X use cases implemented employing either LTE or MEC. The simulation results indicate a clear superiority of MEC over LTE, especially in the case of delivering critical data.
本文探讨了移动/多接入边缘计算(MEC)在车对一切(V2X)通信中的应用。某些旨在改善道路安全的V2X应用需要可靠和低延迟的消息传递。随着联网车辆数量的增加,依赖于IEEE 802.11p标准的技术无法满足这些要求。因此,第4代长期演进(LTE)移动网络的开发已被考虑。然而,尽管广泛使用,LTE系统的特点是端到端延迟高,因为消息必须遍历核心网络。MEC通过在靠近最终用户的网络边缘提供计算、存储和网络资源来解决这个问题。本文旨在研究MEC可能为实现V2X通信提供的好处。在此框架中,研究了采用LTE或MEC实现的各种V2X用例的仿真场景。仿真结果表明,MEC明显优于LTE,特别是在传输关键数据的情况下。
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引用次数: 4
期刊
... IEEE Conference on Communications and Network Security. IEEE Conference on Communications and Network Security
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