2017 International Symposium on Networks, Computers and Communications (ISNCC)最新文献_第3页

A new band selection approach based on information theory and support vector machine for hyperspectral images reduction and classification 一种基于信息理论和支持向量机的高光谱图像约简分类新方法

2017 International Symposium on Networks, Computers and Communications (ISNCC) Pub Date : 2017-05-01 DOI: 10.1109/ISNCC.2017.8072002

Asma Elmaizi, E. Sarhrouni, A. Hammouch, C. Nacir

{"title":"A new band selection approach based on information theory and support vector machine for hyperspectral images reduction and classification","authors":"Asma Elmaizi, E. Sarhrouni, A. Hammouch, C. Nacir","doi":"10.1109/ISNCC.2017.8072002","DOIUrl":"https://doi.org/10.1109/ISNCC.2017.8072002","url":null,"abstract":"The high dimensionality of hyperspectral images consisting of several bands often imposes a big computational challenge for image processing. Therefore, spectral band selection is an essential step for removing the irrelevant, noisy and redundant bands. Consequently increasing the classification accuracy. However, identification of useful bands from hundreds or even thousands of related bands is a nontrivial task. This paper aims at identifying a small set of highly discriminative bands, for improving computational speed and prediction accuracy. Hence, we proposed a new strategy based on joint mutual information to measure the statistical dependence and correlation between the selected bands and evaluate the relative utility of each one to classification. The proposed filter approach is compared to an effective reproduced filters based on mutual information. Simulations results on the hyperpectral image HSI AVIRIS 92AV3C using the SVM classifier have shown that the effective proposed algorithm outperforms the reproduced filters strategy performance.","PeriodicalId":176998,"journal":{"name":"2017 International Symposium on Networks, Computers and Communications (ISNCC)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124585126","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: 7

On predicting the residence time of mobile users at relevant places 移动用户在相关地点停留时间预测

2017 International Symposium on Networks, Computers and Communications (ISNCC) Pub Date : 2017-05-01 DOI: 10.1109/ISNCC.2017.8072019

Abdessamed Sassi, Salah Eddine Henouda, A. Bachir

引用次数: 3

Shortest path problem on single valued neutrosophic graphs 单值嗜中性图的最短路径问题

2017 International Symposium on Networks, Computers and Communications (ISNCC) Pub Date : 2017-05-01 DOI: 10.1109/ISNCC.2017.8071993

S. Broumi, M. Talea, A. Bakali, F. Smarandache, P. K. K. Kumar

引用次数: 46

A comparison of migration and multihoming support in IPv6 and XIA IPv6和XIA中迁移和多宿主支持的比较

2017 International Symposium on Networks, Computers and Communications (ISNCC) Pub Date : 2017-05-01 DOI: 10.1109/ISNCC.2017.8071980

Nandi Zhang, M. Sirbu, J. Peha

{"title":"A comparison of migration and multihoming support in IPv6 and XIA","authors":"Nandi Zhang, M. Sirbu, J. Peha","doi":"10.1109/ISNCC.2017.8071980","DOIUrl":"https://doi.org/10.1109/ISNCC.2017.8071980","url":null,"abstract":"Mobility and multihoming have become the norm in Internet access, e.g. smartphones with Wi-Fi and LTE, and connected vehicles with LTE and DSRC links that change rapidly. Mobility creates challenges for active session continuity when provider-aggregatable locators are used, while multihoming brings opportunities for improving resiliency and allocative efficiency. This paper proposes a novel migration protocol, in the context of the eXpressive Internet Architecture (XIA), the XIA Migration Protocol. We compare it with Mobile IPv6, with respect to handoff latency and overhead, flow migration support, and defense against spoofing and replay of protocol messages. Handoff latencies of the XIA Migration Protocol and Mobile IPv6 Enhanced Route Optimization are comparable and neither protocol opens up avenues for spoofing or replay attacks. However, XIA requires no mobility anchor point to support client mobility while Mobile IPv6 always depends on a home agent. We show that XIA has significant advantage over IPv6 for multihomed hosts and networks in terms of resiliency, scalability, load balancing and allocative efficiency. IPv6 multihoming solutions either forgo scalability (BGP-based) or sacrifice resiliency (NAT-based), while XIA's fallback-based multihoming provides fault tolerance without a heavy-weight protocol. XIA also allows fine-grained incoming load-balancing and QoS-matching by supporting flow migration. Flow migration is not possible using Mobile IPv6 when a single IPv6 address is associated with multiple flows. From a protocol design and architectural perspective, the key enablers of these benefits are flow-level migration, XIA's DAG-based locators and self-certifying identifiers.","PeriodicalId":176998,"journal":{"name":"2017 International Symposium on Networks, Computers and Communications (ISNCC)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130748914","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: 6

Fuzzy logic based traffic surveillance system using cooperative V2X protocols with low penetration rate 基于模糊逻辑的低普及率协同V2X交通监控系统

2017 International Symposium on Networks, Computers and Communications (ISNCC) Pub Date : 2017-05-01 DOI: 10.1109/ISNCC.2017.8071997

Muntaser A. Salman, S. Özdemir, F. Çelebi

{"title":"Fuzzy logic based traffic surveillance system using cooperative V2X protocols with low penetration rate","authors":"Muntaser A. Salman, S. Özdemir, F. Çelebi","doi":"10.1109/ISNCC.2017.8071997","DOIUrl":"https://doi.org/10.1109/ISNCC.2017.8071997","url":null,"abstract":"In this paper, we studied the relationship between Vehicle Total Time (VTT) and the traffic conditions for signalized intersection. VTT is the duration that a vehicle remains associated with road side unit RSU through group leader. As the vehicle travels along an intersection and encounters different degrees of delay (i.e. different traffic conditions), the value of VTT varies accordingly. Intuitively, the higher value of VTT indicates the worse degree of traffic condition. This study, investigates the ways to estimate the traffic condition of an intersection based on the measurements of VTT taken from Vehicle to Everything V2X protocol of the COLOMBO project. Specifically, we estimate the traffic conditions of an intersection based on average speed and its derivative (acceleration) using fuzzy logic. The proposed method is evaluated using a well known network simulator benchmark (ns3). The simulation results reveal that VTT can be used with data fusion techniques to estimate the traffic conditions of an intersection with good accuracy even under low penetration rates (PR). This is comparable to a similar technique used in COLOMBO to abstract the traffic conditions of an intersection based on average speed. As a result, this study suggests a potential use of VTT as traffic indicator for signal control design in the future work.","PeriodicalId":176998,"journal":{"name":"2017 International Symposium on Networks, Computers and Communications (ISNCC)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133305868","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: 5

An extended IMS framework with a high-performance and scalable distributed storage and computing system 具有高性能和可扩展的分布式存储和计算系统的扩展IMS框架

2017 International Symposium on Networks, Computers and Communications (ISNCC) Pub Date : 2017-05-01 DOI: 10.1109/ISNCC.2017.8072003

Youssef Seraoui, B. Raouyane, M. Bellafkih

引用次数: 6

Optimal vertical handover based on TOPSIS algorithm and utility function in heterogeneous wireless networks 基于TOPSIS算法和效用函数的异构无线网络最优垂直切换

2017 International Symposium on Networks, Computers and Communications (ISNCC) Pub Date : 2017-05-01 DOI: 10.1109/ISNCC.2017.8072023

M. Lahby, A. Sekkaki

引用次数: 27

Impact of equalization on hybrid communication system for smart grid 均衡对智能电网混合通信系统的影响

2017 International Symposium on Networks, Computers and Communications (ISNCC) Pub Date : 2017-05-01 DOI: 10.1109/ISNCC.2017.8072017

Amani Aloui, Ons Ben Rhouma, C. Rebai

引用次数: 2

Combining real-time processing streams to enable demand response in smart grids 结合实时处理流，实现智能电网的需求响应

2017 International Symposium on Networks, Computers and Communications (ISNCC) Pub Date : 2017-05-01 DOI: 10.1109/ISNCC.2017.8072020

Ivana Kovacevic, A. Erdeljan, S. Vukmirović, Nikola Dalčeković, Jelena Stankovski

{"title":"Combining real-time processing streams to enable demand response in smart grids","authors":"Ivana Kovacevic, A. Erdeljan, S. Vukmirović, Nikola Dalčeković, Jelena Stankovski","doi":"10.1109/ISNCC.2017.8072020","DOIUrl":"https://doi.org/10.1109/ISNCC.2017.8072020","url":null,"abstract":"Modern smart grids are trending towards direct involvement of end customers in reaching the optimum in balancing energy consumption and generation. In the traditional model, supply follows demand while the modern grids are shifting to the opposite where the load follows supply. Since smart grid systems process a lot of data in real-time, we have researched how we could use the data in order to save energy and reduce peaks. Reducing peaks in energy consumption can save investments on utility side by supplying the same number of customers with less power generation units. The paper presents a possible solution that gives insight into the amount of energy that could potentially be saved at any time by turning off particular devices in the Demand Response (DR) program. Moreover, the proposed solution allows utility to easily and effectively manage network. The solution relies on real-time big data processing and is implemented as Apache Storm topology. Storm processes the gathered data in two data streams - location of customers and devices measurements. By combining two data streams, we check whether a household is empty and how much energy could be saved in every moment. We measured throughput for three distinct loads which were used to simulate three different city sizes. By increasing parallelism and the number of nodes we have noticed that those two factors have a significant influence on the obtained results. What is more, these results provide us with a valuable insight into the overall and complete state of the network in real time.","PeriodicalId":176998,"journal":{"name":"2017 International Symposium on Networks, Computers and Communications (ISNCC)","volume":"84 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124630513","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: 1

Secure genomic data evaluation in cloud environments 在云环境中保护基因组数据评估

2017 International Symposium on Networks, Computers and Communications (ISNCC) Pub Date : 2017-05-01 DOI: 10.1109/ISNCC.2017.8072027

Adil Bouti, J. Keller

{"title":"Secure genomic data evaluation in cloud environments","authors":"Adil Bouti, J. Keller","doi":"10.1109/ISNCC.2017.8072027","DOIUrl":"https://doi.org/10.1109/ISNCC.2017.8072027","url":null,"abstract":"Security in clouds often focuses on preventing unauthorized access to confidential information. However, cloud providers might also be a source for loss of confidentiality and are generally considered in risk models as honest but curious (HBC). The wide availability and high volume of genomic data improves advances in biomedical research, but outsourcing genomic data processing to cloud providers presents new challenges and risks due to the confidentiality of such data and the critical consequences of a possible loss. We present techniques to securely delegate Genome-Wide Association Study (GWAS) data into clouds using encrypted data. The protocol is based on homomorphic properties of well known encryption algorithms. The protocol can also be used to amend existing applications by software patches of binaries. In the present paper we introduce some practical extensions to our algorithm to improve its efficiency. Additionally we extend the algorithm to support novel optimizations, including Single Operation Multiple Data (SIMD) while preserving its homomorphic properties. We evaluate the protocol by a proof-of-concept implementation of minor allele frequency and chi-squared statistics computations on real-life genomic data to investigate practicability, and discuss variants and extensions to increase the prototype's efficiency.","PeriodicalId":176998,"journal":{"name":"2017 International Symposium on Networks, Computers and Communications (ISNCC)","volume":"84 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132897240","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: 0