2019 International Symposium on Networks, Computers and Communications (ISNCC)最新文献

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An Exploratory Data Analytics Platform for Factories of Future 面向未来工厂的探索性数据分析平台
2019 International Symposium on Networks, Computers and Communications (ISNCC) Pub Date : 2019-06-01 DOI: 10.1109/ISNCC.2019.8909119
E. Zeydan, Ömer Dedeoglu
{"title":"An Exploratory Data Analytics Platform for Factories of Future","authors":"E. Zeydan, Ömer Dedeoglu","doi":"10.1109/ISNCC.2019.8909119","DOIUrl":"https://doi.org/10.1109/ISNCC.2019.8909119","url":null,"abstract":"Factories of Future (FoF) is an emerging vertical sector towards 5G network evolution. Fine-grained monitoring the network performance of FoF environment can help to extract insight on the quality-of-service (QoS) of a given industrial service provided by next generation cellular technologies. However, one of the main solutins that mobile network operators (MNOs) are investing today is on data evaluation tools that can be integrated withing their network infrastructure. In this paper using the open-source analytics tools, we analyze the industrial network traffic characteristics behaviour of an operational cellular network of a MNO. Our results finds out the relationship between various key performance indicators (KPIs) and extract insights on the performance and operational aspects of a factory environment using the cellular networks data with ElasticSearch stack's data analytics capabilities.","PeriodicalId":187178,"journal":{"name":"2019 International Symposium on Networks, Computers and Communications (ISNCC)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126370343","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
Can I Trust Her? Intelligent Personal Assistants and GDPR 我能信任她吗?智能个人助理和GDPR
2019 International Symposium on Networks, Computers and Communications (ISNCC) Pub Date : 2019-06-01 DOI: 10.1109/ISNCC.2019.8909098
Eoghan Furey, Juanita Blue
{"title":"Can I Trust Her? Intelligent Personal Assistants and GDPR","authors":"Eoghan Furey, Juanita Blue","doi":"10.1109/ISNCC.2019.8909098","DOIUrl":"https://doi.org/10.1109/ISNCC.2019.8909098","url":null,"abstract":"Voice Command Devices and the Intelligent Personal Assistants they embody have become ubiquitous in homes and offer individuals many convenient and entertaining features. The Amazon Echo and its intelligent personal assistant, “Alexa”, is a leading innovation in this area. This novel research examines aspects of trust and privacy relating to personal use of the Echo. It aims to demonstrate the types of data that may be vocally extracted from a selection of the multitude of applications that may be linked to the Echo. In the era of Voice IoT, Big Data and Artificial Intelligence, trust and privacy concerns are paramount for the individual. Personal data has never been more valuable, both to large reputable corporations and to criminal groups. The European Union's General Data Protection Regulations (GDPR) came into force in May 2018, aiming to protect the privacy of personal data of EU citizens. This has further highlighted the trust issues stemming from this technological medium. This paper demonstrates that a typically configured Echo device can prove to be a vulnerable channel by which personal information may be accessed. Where no safeguards are implemented, a plethora of data including personal identifiable information and personal health information is available from the device. Data exposure by simple vocal request leaves the system vulnerable to inquisition by any unauthorized individual who is within “ear shot” of the device. The research explores the extent to which these risks can be reduced or mitigated, offering a set of recommendations aimed at building trust and preserving user privacy, while still enabling functionality of the device. Trust and privacy are based on a triad of shared responsibility. While the GDPR enforces trust between the voice service providers and the consumers, adherence to these recommendations will empower individuals to trust against privacy breaches from local sources.","PeriodicalId":187178,"journal":{"name":"2019 International Symposium on Networks, Computers and Communications (ISNCC)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134438274","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: 10
An Internet of Things (IoT) Management System for Improving Homecare - A Case Study 改善家庭护理的物联网(IoT)管理系统-案例研究
2019 International Symposium on Networks, Computers and Communications (ISNCC) Pub Date : 2019-06-01 DOI: 10.1109/ISNCC.2019.8909186
Areej Almazroa, Hongjian Sun
{"title":"An Internet of Things (IoT) Management System for Improving Homecare - A Case Study","authors":"Areej Almazroa, Hongjian Sun","doi":"10.1109/ISNCC.2019.8909186","DOIUrl":"https://doi.org/10.1109/ISNCC.2019.8909186","url":null,"abstract":"Due to the increasing of population, the number of hospital visits by patients are increasing which puts a pressure on hospitals. Nowadays, the need for taking care of patients while they are at home is essential. Internet of Things (IoT) has been widely used in different areas such as healthcare and smart homes. IoT will assist in minimizing the hospital burden of frequent patients' visits. Applying IoT in healthcare will improve the efficiency and effectiveness, bring economic benefits, and reduce human exertions. It is well known that the best health monitoring system is able to detect abnormalities and able to make diagnosis without human exertion. However, this kind of system is dealing with health conditions which are essential and sensitive that require high accuracy to be reliable. This paper presents an Electrocardiogram (ECG) monitoring framework that overcome the accuracy limitation. Signal processing and feature extraction are applied. For the diagnosis purpose a classification stage is made in two ways; threshold values and machine learning to increase the accuracy. Experiment results reveal that the proposed model is more accurate in the diagnosis of heart diseases than other researches which makes it more confident to rely on from health experts point of view.","PeriodicalId":187178,"journal":{"name":"2019 International Symposium on Networks, Computers and Communications (ISNCC)","volume":"82 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124946905","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
A Smart School Bus Tracking System 智能校车跟踪系统
2019 International Symposium on Networks, Computers and Communications (ISNCC) Pub Date : 2019-06-01 DOI: 10.1109/ISNCC.2019.8909188
I. Korkmaz, A. Camci, Cihangir Cengiz, Dogan Dirik, Emre Cekci, Fatih Mehmet Akbaba
{"title":"A Smart School Bus Tracking System","authors":"I. Korkmaz, A. Camci, Cihangir Cengiz, Dogan Dirik, Emre Cekci, Fatih Mehmet Akbaba","doi":"10.1109/ISNCC.2019.8909188","DOIUrl":"https://doi.org/10.1109/ISNCC.2019.8909188","url":null,"abstract":"The proposed smart school bus tracking system is an easy-to-use software, including both a web-based program and a mobile application, that mainly gives parents, students and school service firms the ability to track accurately the location of their school service vehicles. Such a smart school bus service information system is inevitable within the context of smart city features. The mobile application makes it smarter for kids/students using their school services; also, parents can easily track their kids' buses. In addition, bus service companies can easily register new students and determine the routes of the school buses dynamically. The system provides scalability, flexibility, low cost, security, and reliability. All shared location information and users' private data are stored encrypted; the parents may receive information about their related buses only. The system is based on both web and mobile platforms and it is implemented as an interactive application.","PeriodicalId":187178,"journal":{"name":"2019 International Symposium on Networks, Computers and Communications (ISNCC)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125248921","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: 8
Fine Tuning Distributed Divergecast Scheduling Algorithms in IEEE 802.1S.4e TSCH for Internet of Everything IEEE 802.1S中分布式发散广播调度算法的微调。万物互联(Internet of Everything
2019 International Symposium on Networks, Computers and Communications (ISNCC) Pub Date : 2019-06-01 DOI: 10.1109/ISNCC.2019.8909093
A. K. Demir, Sedat Bilgili
{"title":"Fine Tuning Distributed Divergecast Scheduling Algorithms in IEEE 802.1S.4e TSCH for Internet of Everything","authors":"A. K. Demir, Sedat Bilgili","doi":"10.1109/ISNCC.2019.8909093","DOIUrl":"https://doi.org/10.1109/ISNCC.2019.8909093","url":null,"abstract":"The concept of the Internet of Everything (IoE) is an area of great interest, with a lot of attention. The fact that it is used in almost all areas makes this concept progress much faster. The devices used in the environments of this concept are required to be minimal in terms of hardware as well as their energy consumption. Although there are different ways of minimizing energy consumption in these devices, one of the most promising protocols that provide mentioned demands is the IEEE 802.15.4e Time Slotted Channel Hopping (TSCH) Medium Access Control (MAC) protocol. This protocol runs on 802.15.4 radio and requires a communication schedule for MAC. How and when these schedules, updates and maintenance will take place are not covered by this protocol. Several solutions are available in the literature to solve these problems. Distributed divergecast Aloha based scheduling and DIVA scheduling algorithms are two of these solutions. Both algorithms make their scheduling according to certain probability calculations. Changing the values of these probability calculations is a novel research with evaluation results in this paper. The aim of this study is to examine the effect of the change in the related probability variables on the performance and try to find the best possible values. It has been observed that the changes in these calculation values have an effect on network converge time.","PeriodicalId":187178,"journal":{"name":"2019 International Symposium on Networks, Computers and Communications (ISNCC)","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116608049","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
Wildfire Propagation Simulation Tool using Cellular Automata and GIS 使用元胞自动机和GIS的野火传播模拟工具
2019 International Symposium on Networks, Computers and Communications (ISNCC) Pub Date : 2019-06-01 DOI: 10.1109/ISNCC.2019.8909129
W. Velásquez, Andrés Munoz-Arcentales, T. Bohnert, J. Salvachúa
{"title":"Wildfire Propagation Simulation Tool using Cellular Automata and GIS","authors":"W. Velásquez, Andrés Munoz-Arcentales, T. Bohnert, J. Salvachúa","doi":"10.1109/ISNCC.2019.8909129","DOIUrl":"https://doi.org/10.1109/ISNCC.2019.8909129","url":null,"abstract":"This paper states the research done in building a Wildfire Propagation Simulation tool able to present graphically, how the fire will be propagated in case of a wildfire. The core of this tool was developed using Cellular Automata (CA) relayed on mathematical foundations for modeling the propagation and the transition rules of the CA. Also, the mathematical model was combined with a geographical information system provided by Google Maps API, allowing to conduct a simulation that considers the kind and density of vegetation in a specific zone of interest. Finally, we define and perform a full simulation providing information for managing and predicting wildfires and, the future works derived from this research.","PeriodicalId":187178,"journal":{"name":"2019 International Symposium on Networks, Computers and Communications (ISNCC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129685926","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
The Nearest Origin-Shield (NOS): A Jitter-Free Overlay Routing Framework for Content Delivery Networks 最近的起点屏蔽(NOS):一个无抖动的覆盖路由框架的内容交付网络
2019 International Symposium on Networks, Computers and Communications (ISNCC) Pub Date : 2019-06-01 DOI: 10.1109/ISNCC.2019.8909164
Nima Najaflou, Ahmet Aris, B. Canberk, Z. Aydin
{"title":"The Nearest Origin-Shield (NOS): A Jitter-Free Overlay Routing Framework for Content Delivery Networks","authors":"Nima Najaflou, Ahmet Aris, B. Canberk, Z. Aydin","doi":"10.1109/ISNCC.2019.8909164","DOIUrl":"https://doi.org/10.1109/ISNCC.2019.8909164","url":null,"abstract":"Although Content Delivery Networks (CDN) do their best to quickly deliver the contents, Internet Service Providers (ISP) and network conditions cause unexpected changes on the routing paths. Hence, it gets difficult for CDNs to adhere to the delay promises within the Service Level Agreements. This paper presents a jitter-free overlay routing framework for CDNs, which struggle to adapt timely content delivery to end users due to the dynamicity of the Internet. The Nearest Origin-Shield (NOS) framework which we propose in this paper overcomes this issue by creating an overlay network on top of the existing physical ISP networks and dynamically determining the fastest routes to the content sources (Origins) on this overlay network. NOS keeps track of changes in underlay network through periodically measuring the end-to-end routing paths delays via Helper Modules. Based on the underlay network delay measures and the load (i.e., CPU, disk I/O and network usage) of the overlay network entities, NOS Central Module determines the fastest routes to the Origins using our novel Delay-Aware and Jitter-Free Overlay Routing Algorithm. Hence making it possible for CDNs to provide jitter-free and timely content deliveries meanwhile ensuring the cache servers not to be overloaded. We created a new testbed for performance evaluations with real CDN servers, Origin accounts and measurements. Results show that, NOS provides shorter, more stable and jitter-free routing paths with jitter gains up to 98 % and improves the Hit ratio by 0.74%.","PeriodicalId":187178,"journal":{"name":"2019 International Symposium on Networks, Computers and Communications (ISNCC)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126361916","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
A Systematic Approach to Identify an Appropriate Classifier for Limited-Sized Data Sets 为有限大小的数据集识别合适分类器的系统方法
2019 International Symposium on Networks, Computers and Communications (ISNCC) Pub Date : 2019-06-01 DOI: 10.1109/ISNCC.2019.8909099
Alanoud Bin Dris, Najla Alzakari, H. Kurdi
{"title":"A Systematic Approach to Identify an Appropriate Classifier for Limited-Sized Data Sets","authors":"Alanoud Bin Dris, Najla Alzakari, H. Kurdi","doi":"10.1109/ISNCC.2019.8909099","DOIUrl":"https://doi.org/10.1109/ISNCC.2019.8909099","url":null,"abstract":"Data size is a main issue in any data mining application, since limited size data results in a small training set that leads to a poor classification model and therefore a poor classification performance. Although, many real-life applications need a classifier that deals with limited size data sets appropriately. A considerable interest is focused on how to achieve a reasonable classification performance for small data sets. Current works focus on either enhancing classification algorithms or enlarging the data sets, these solutions have limitations such as increasing the computational time, or reaching data sets that do not reflect the actual population of the real data. However, this research looks at the problem from a different angel, it aims to address the data quantity issue by identifying the most appropriate classifier for small data sets using three well-known classifiers which are Decision tree (J48), Support Vector Machine (SVM) and Naïve Bayes. Extensive experiments are conducted to examine the performance in terms of four different measures which are accuracy, f-measure, sensitivity and specificity. We used six small data sets from UCI repository with different attributes and instances sizes. Results revealed that SVM accomplished the best performance along most of the used data sets.","PeriodicalId":187178,"journal":{"name":"2019 International Symposium on Networks, Computers and Communications (ISNCC)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114366734","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
Performance analysis of OFDM-IM over Faded Shadowing Channel with co-channel interference 同信道干扰下OFDM-IM衰落阴影信道性能分析
2019 International Symposium on Networks, Computers and Communications (ISNCC) Pub Date : 2019-06-01 DOI: 10.1109/ISNCC.2019.8909160
Ibrahim Aboharba, Q. Rahman, R. Rao
{"title":"Performance analysis of OFDM-IM over Faded Shadowing Channel with co-channel interference","authors":"Ibrahim Aboharba, Q. Rahman, R. Rao","doi":"10.1109/ISNCC.2019.8909160","DOIUrl":"https://doi.org/10.1109/ISNCC.2019.8909160","url":null,"abstract":"Orthogonal frequency division multiplexing with Index Modulation (OFDM-IM) has been used to transmit extra bits by indexing subcarriers using the ON-OFF keying modulation. In this paper, the closed-form of average bit error probability (ABEP) for BPSK and M-ary QAM modulations with OFDM-IM are derived in the absence and presence of co-channel interference (CCI) over composite Nakagami-m and Gamma (NG) shadowing channel. Simple closed-form expressions are introduced by using the Meijer G function. The theoretical results are validated through comparisons with existing research studies.","PeriodicalId":187178,"journal":{"name":"2019 International Symposium on Networks, Computers and Communications (ISNCC)","volume":"02 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130818619","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
Multi-Priority Based Interference Mitigation Scheme for HetNets Uplinks: A Frequency Hopping Method 基于多优先级的HetNets上行链路干扰缓解方案:一种跳频方法
2019 International Symposium on Networks, Computers and Communications (ISNCC) Pub Date : 2019-06-01 DOI: 10.1109/ISNCC.2019.8909203
Qi Zeng, Xing Liu
{"title":"Multi-Priority Based Interference Mitigation Scheme for HetNets Uplinks: A Frequency Hopping Method","authors":"Qi Zeng, Xing Liu","doi":"10.1109/ISNCC.2019.8909203","DOIUrl":"https://doi.org/10.1109/ISNCC.2019.8909203","url":null,"abstract":"Multi-tier interference is a critical issue in the HetNets uplinks, which dramatically deteriorates the system transmission performance and capacity. In this paper, we propose a prioritized radio-access scheme based on a frequency hopping (FH) technique to address the multi-tier interference issue. To endow the radio-access priorities to the users located at different tiers, a novel FH pattern (FH sequence set) with multi-level Hamming correlations are designed. As a study case, a low peak-to-average-power-ratio (PAPR) FH-based OFDM system (i.e, OFDMlFH system) employing the proposed FH sequence set is investigated in multi-tier HetNet uplinks. The performance in terms of anti-interference capability and spectral efficiency benefited from the proposed FH pattern are presented. The numerical and simulation results show that the proposed FH sequence set can provide a superior capability to mitigate the multi-tier interference in HetNet uplinks; meanwhile guarantee the transmission quality and the spectral efficiency for multi-tier users, even at the cell edge of HetNets.","PeriodicalId":187178,"journal":{"name":"2019 International Symposium on Networks, Computers and Communications (ISNCC)","volume":"69 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133173887","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: 2
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