39th Annual IEEE Conference on Local Computer Networks最新文献_第4页

Back to the future: A need for multi-drop Ethernet for cost-effective power distribution 回到未来:需要多点以太网来实现经济高效的配电

39th Annual IEEE Conference on Local Computer Networks Pub Date : 2014-10-16 DOI: 10.1109/LCN.2014.6925796

Kenneth J. Christensen, B. Nordman

引用次数: 5

Making active-probing-based network intrusion detection in Wireless Multihop Networks practical: A Bayesian inference approach to probe selection 在无线多跳网络中实现基于主动探测的网络入侵检测:一种探测选择的贝叶斯推理方法

39th Annual IEEE Conference on Local Computer Networks Pub Date : 2014-10-16 DOI: 10.1109/LCN.2014.6925790

R. Carmo, Justus Hoffmann, Volker Willert, M. Hollick

{"title":"Making active-probing-based network intrusion detection in Wireless Multihop Networks practical: A Bayesian inference approach to probe selection","authors":"R. Carmo, Justus Hoffmann, Volker Willert, M. Hollick","doi":"10.1109/LCN.2014.6925790","DOIUrl":"https://doi.org/10.1109/LCN.2014.6925790","url":null,"abstract":"Practical intrusion detection in Wireless Multihop Networks (WMNs) is a hard challenge. The distributed nature of the network makes centralized intrusion detection difficult, while resource constraints of the nodes and the characteristics of the wireless medium often render decentralized, node-based approaches impractical. We demonstrate that an active-probing-based network intrusion detection system (AP-NIDS) is practical for WMNs. The key contribution of this paper is to optimize the active probing process: we introduce a general Bayesian model and design a probe selection algorithm that reduces the number of probes while maximizing the insights gathered by the AP-NIDS. We validate our model by means of testbed experimentation. We integrate it to our open source AP-NIDS DogoIDS and run it in an indoor wireless mesh testbed utilizing the IEEE 802.11s protocol. For the example of a selective packet dropping attack, we develop the detection states for our Bayes model, and show its feasibility. We demonstrate that our approach does not need to execute the complete set of probes, yet we obtain good detection rates.","PeriodicalId":143262,"journal":{"name":"39th Annual IEEE Conference on Local Computer Networks","volume":"56 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132272792","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 3

Scheduling policies based on dynamic throughput and fairness tradeoff control in LTE-A networks 基于动态吞吐量和公平性权衡控制的LTE-A网络调度策略

39th Annual IEEE Conference on Local Computer Networks Pub Date : 2014-10-16 DOI: 10.1109/LCN.2014.6925806

I. Comsa, Mehmet Emin Aydin, Sijing Zhang, P. Kuonen, J. Wagen, Yao Lu

{"title":"Scheduling policies based on dynamic throughput and fairness tradeoff control in LTE-A networks","authors":"I. Comsa, Mehmet Emin Aydin, Sijing Zhang, P. Kuonen, J. Wagen, Yao Lu","doi":"10.1109/LCN.2014.6925806","DOIUrl":"https://doi.org/10.1109/LCN.2014.6925806","url":null,"abstract":"In LTE-A cellular networks there is a fundamental trade-off between the cell throughput and fairness levels for preselected users which are sharing the same amount of resources at one transmission time interval (TTI). The static parameterization of the Generalized Proportional Fair (GPF) scheduling rule is not able to maintain a satisfactory level of fairness at each TTI when a very dynamic radio environment is considered. The novelty of the current paper aims to find the optimal policy of GPF parameters in order to respect the fairness criterion. From sustainability reasons, the multi-layer perceptron neural network (MLPNN) is used to map at each TTI the continuous and multidimensional scheduler state into a desired GPF parameter. The MLPNN non-linear function is trained TTI-by-TTI based on the interaction between LTE scheduler and the proposed intelligent controller. The interaction is modeled by using the reinforcement learning (RL) principle in which the LTE scheduler behavior is modeled based on the Markov Decision Process (MDP) property. The continuous actor-critic learning automata (CACLA) RL algorithm is proposed to select at each TTI the continuous and optimal GPF parameter for a given MDP problem. The results indicate that CACLA enhances the convergence speed to the optimal fairness condition when compared with other existing methods by minimizing in the same time the number of TTIs when the scheduler is declared unfair.","PeriodicalId":143262,"journal":{"name":"39th Annual IEEE Conference on Local Computer Networks","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134341265","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 17

Analyzing information propagation in a transoceanic aircraft delay tolerant network 跨洋飞机时延容忍网络中的信息传播分析

39th Annual IEEE Conference on Local Computer Networks Pub Date : 2014-10-16 DOI: 10.1109/LCN.2014.6925763

R. Martínez-Vidal, Ramon Martí, J. Borrell

引用次数: 5

H-box: Interconnecting devices across local networks H-box:跨局域网互连设备

39th Annual IEEE Conference on Local Computer Networks Pub Date : 2014-10-16 DOI: 10.1109/LCN.2014.6925778

Dung Vu Ba Tien, M. Komu, M. Siekkinen, Antti Ylä-Jääski

引用次数: 1

An approximation to rate-equalization fairness with logarithmic complexity for QoS QoS中具有对数复杂度的速率均衡公平性的近似

39th Annual IEEE Conference on Local Computer Networks Pub Date : 2014-10-16 DOI: 10.1109/LCN.2014.6925808

J. Cobb, Suparn Gupta

引用次数: 0

CSI-MIMO: Indoor Wi-Fi fingerprinting system CSI-MIMO:室内Wi-Fi指纹系统

39th Annual IEEE Conference on Local Computer Networks Pub Date : 2014-10-16 DOI: 10.1109/LCN.2014.6925773

Yogita Chapre, A. Ignjatović, A. Seneviratne, Sanjay Jha

引用次数: 114

An Energy Efficient Framework for Localization and Coverage in Participatory Urban Sensing 参与式城市遥感定位和覆盖的节能框架

39th Annual IEEE Conference on Local Computer Networks Pub Date : 2014-10-16 DOI: 10.1109/LCN.2014.6925772

Adnan Khan, S. Imon, Sajal K. Das

引用次数: 10

Practical passive shared bottleneck detection using shape summary statistics 基于形状汇总统计的实用被动共享瓶颈检测

39th Annual IEEE Conference on Local Computer Networks Pub Date : 2014-10-16 DOI: 10.1109/LCN.2014.6925767

D. Hayes, Simone Ferlin Oliveira, M. Welzl

引用次数: 23

Traffic Anomaly Detection in the presence of P2P traffic P2P流量的流量异常检测

39th Annual IEEE Conference on Local Computer Networks Pub Date : 2014-10-16 DOI: 10.1109/LCN.2014.6925822

Sardar Ali, Kui Wu, Hassan Khan

引用次数: 3