I. Atanasov, E. Pencheva, A. Nametkov, V. Trifonov
{"title":"Provisioning of UE Behavior Prognostic by Multiaccess Edge Computing","authors":"I. Atanasov, E. Pencheva, A. Nametkov, V. Trifonov","doi":"10.1109/ISNCC.2019.8909152","DOIUrl":"https://doi.org/10.1109/ISNCC.2019.8909152","url":null,"abstract":"Multi-access Edge Computing (MEC) provides cloud intelligence at the mobile network edge. MEC provides services for access to radio network information and User Equipment (UE) location and for data plane handling. The potential of MEC is beyond standardized services. In this paper, we propose a new mobile edge service, which provides open access information about UE reachability and activity and enables analytics mobile edge applications to provide UE behavior prognostic to the network. The service is described by typical use cases illustrating the service functionality, data providing uniform access to and storage of data for different applications, and interface definition. Some implementation aspects are considered in terms of modeling the resource state as seen by the network and mobile edge application.","PeriodicalId":187178,"journal":{"name":"2019 International Symposium on Networks, Computers and Communications (ISNCC)","volume":"12 4 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":"132412904","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}
{"title":"Examining Liberalization of Railway Communication Services","authors":"M. Yazdani, F. Hajizadeh, Saeed Ghazi-Maghrebi","doi":"10.1109/ISNCC.2019.8909182","DOIUrl":"https://doi.org/10.1109/ISNCC.2019.8909182","url":null,"abstract":"In every country, railway is a measuring factor for cultural, economic and political progress. In today's world there is no gap amongst railway systems and coordinated international railways along with traffic control system has made this an easy task. From the other hand considering high maintenance as well as development costs as oppose to little income results in passenger section be in red economical condition all over the world, hence plenty of attention is paid to finding new ways of increasing revenue in non-passenger sections. One of the main ways to reach this goal is development of communication infrastructure and related services. Considering vast geography as well as high level of technology in Iran railway communication network, in addition to providing services for the railway, has potentials to enter national communication market as well, hence be able to upgrade its equipment and services and also create even more revenue and well as new work opportunities. In this article, we will examine ways to develop railway communication infrastructure as well as increasing in revenue via privatization, investigating the same process in developed countries and also by providing questionaries' and field study. Among countries with privatized railway communication system, Britain with even an advanced privatization status, has not been successful due to government interference, but in USA because of capitalist system and lower government interference privatization has been very successful.","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":"116398166","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}
Yulan Gao, Mingming Wu, Yue Xiao, Ping Yang, Bin Fu, Dongyan Wang
{"title":"Blockchain Enabled Distributed Cooperative D2D Communications","authors":"Yulan Gao, Mingming Wu, Yue Xiao, Ping Yang, Bin Fu, Dongyan Wang","doi":"10.1109/ISNCC.2019.8909202","DOIUrl":"https://doi.org/10.1109/ISNCC.2019.8909202","url":null,"abstract":"In this paper, we propose a blockchain (BC)-enabled relay selection method in distributed cooperative communication networks, where non-cell-edge users (NCEUs) consume transmit power to relay cell edge users (CEUs) for uplink transmission in exchange for payments from CEUs. The proposed BC-enabled relay selection method aims at eliminating the failure of cooperative device to device (D2D) communication while maintaining privacy protection. By exploiting BC in the probe-reply phase, both CEU request and NCEU reply messages can be recorded in a verifiable manner. Once the feedback messages are received, the next step is decision making, which can be implemented by a two-sided matching game, in which the players include the CEUs party and the NCEUs one. In addition, the information recorded on the BC contains not only the probe-reply messages but also the optimal matching profile (e.g., transmission power sequence of NCEUs and the corresponding payment sequence of CEUs) in the second phase. The simulation results show that the proposed method is improved compared with the traditional matching scheme.","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":"123394212","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}
{"title":"Blind Source Separation Via Geometric Segmentation with Canonical Correlation Analysis in Satellite Communications","authors":"Chengjie Li, Lidong Zhu, Zhen Zhang","doi":"10.1109/ISNCC.2019.8909190","DOIUrl":"https://doi.org/10.1109/ISNCC.2019.8909190","url":null,"abstract":"In this paper, we consider a simple and effective blind source separation (BSS) method based on geometric segmentation in satellite communications. In the geometric segmentation, we analyze the correlation between any two vectors with canonical correlation analysis. There are two contributions in this paper. Firstly, a three-dimensional geometrical hybrid model is proposed based on the source signal's sparseness. Secondly, a novel geometrical hybrid model of feature extraction is proposed according to the idea of canonical correlation analysis. At last, we discuss the performance of the proposed method and verify the novel method based on several simulations. The experimental results demonstrate the effectiveness of the proposed method.","PeriodicalId":187178,"journal":{"name":"2019 International Symposium on Networks, Computers and Communications (ISNCC)","volume":"10 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":"123531068","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}
{"title":"F-DCTCP: Fair Congestion Control for SDN-Based Data Center Networks","authors":"Jonathan Aina, L. Mhamdi, Hédi Hamdi","doi":"10.1109/ISNCC.2019.8909171","DOIUrl":"https://doi.org/10.1109/ISNCC.2019.8909171","url":null,"abstract":"Network congestion control and management has long been a major issue in providing low-latency, high throughput and high link-utilisation. In particular, Data Center Network (DCN) environments, often dominated by partition-aggregate workloads, suffer performance collapse due to TCP Incast caused by inadequate congestion control parameters. This paper proposes a step in solving this problem. In particular, we describe a novel framework to overcome and control congestion in DCNs based on Software Defined Networking (SDN). We propose a native SDN-based congestion control mechanism, termed Fair Data Center TCP (F-DCTCP). As we shall see, the experimental results show that F-DCTCP outperforms all previous proposals by providing the best combined overall performance in terms of throughout, fairness and flow completion times, making it highly attractive for next generation networks.","PeriodicalId":187178,"journal":{"name":"2019 International Symposium on Networks, Computers and Communications (ISNCC)","volume":"6 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":"124304110","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}
{"title":"Securing Blockchain Shards By Using Learning Based Reputation and Verifiable Random Functions","authors":"Ahmet Bugday, Adnan Ozsoy, H. Sever","doi":"10.1109/ISNCC.2019.8909175","DOIUrl":"https://doi.org/10.1109/ISNCC.2019.8909175","url":null,"abstract":"In order to meet the increasing demand of the blockchain, it needs to find a solution to the scalability problem. It has been focused on sharding recently to address the scalability problem. In the sharding method, the blockchain is divided into pieces. Instead of a more extensive network, networks with fewer nodes are created. As a result, it becomes more important that each node in the network is reliable. In this study, studies using sharding method have been investigated, and methods for the assigning nodes to shards are proposed. The use of learning-based adaptive methods for this process will contribute to the safe and reliable use of shards. The probability of the shards to deteriorate and influence the whole blockchain will be reduced.","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":"128651812","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}
{"title":"The Presence of Thermal, Shot, Impulsive and Flicker Noise at Millimeter-Wave Frequencies","authors":"H. Amca","doi":"10.1109/isncc.2019.8909177","DOIUrl":"https://doi.org/10.1109/isncc.2019.8909177","url":null,"abstract":"To meet the target demands in capacity, spectral efficiency, power efficiency and latency for the future mobile communications systems, a wide range of research is being carried out and many different scenarios are being considered. One of the most likely scenarios is the deployment of small-cells in the future 5G network that rely on the allocation of new frequencies around 30 GHz, which are referred to as mmWave frequencies. However, the noise and interference characteristics of these spectral regions need to be irrigated further before a new research begins. This article therefore analyses the behavior of the mm Wave frequencies with regards to the thermal noise, Shot Noise, Impulsive Noise and Flicker Noise behavior at the mm Wave frequencies in the context of future mobile communications systems such as 5G.","PeriodicalId":187178,"journal":{"name":"2019 International Symposium on Networks, Computers and Communications (ISNCC)","volume":"11 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":"130744598","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}
{"title":"Live Video Streaming Application with Geo- Tagging to alert authorities about an on-going crime","authors":"Muntaha Saleem","doi":"10.1109/ISNCC.2019.8909161","DOIUrl":"https://doi.org/10.1109/ISNCC.2019.8909161","url":null,"abstract":"An increase in crime rate around the globe has left people agitated for their safety. A victim is usually unable to report to the police during a crime occurrence. Due to which help could not get to them on time. This could result in the loss of the victim's life or property. Moreover, after a crime has happened the authorities spend limited resources and time on gathering evidence to present in court. So, it was imperative to solve this problem. Thus, Live Video Streaming Application (LVSA) was proposed, where a victim could not only transmit live video of crime occurrence to authorities but could also send their current GPS location through video. Moreover, this stream could be stored on a server which could be used as a piece of evidence in court. For this, the Android operating system was used. If this app is used by Police authorities then it would not only make people safe and secure but would also help the authorities in catching criminals.","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":"130191558","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}
N. Aburaed, Shadi Atalla, Husameldin Mukhtar, M. Al-Saad, W. Mansoor
{"title":"Scaled Conjugate Gradient Neural Network for Optimizing Indoor Positioning System","authors":"N. Aburaed, Shadi Atalla, Husameldin Mukhtar, M. Al-Saad, W. Mansoor","doi":"10.1109/ISNCC.2019.8909147","DOIUrl":"https://doi.org/10.1109/ISNCC.2019.8909147","url":null,"abstract":"In this paper, several indoor positioning systems are reviewed and a deep neural network (DNN) algorithm based on Scaled Conjugate Gradient (SCG) algorithm is proposed. In the proposed indoor positioning system, Received Signal Strength (RSS) is used as a fingerprint to identify the indoor location in terms of Building and Floor. The performance of the system is evaluated and compared against other machine learning based positioning systems. The accuracy of the proposed DNN is 99% when tested using a standard dataset.","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":"130883356","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}
Ruimeng Gan, Yucheng Liao, Yue Xiao, Ping Yang, Bin Fu
{"title":"Cooperative Caching based on Small Base Station Selection for Wireless Networks","authors":"Ruimeng Gan, Yucheng Liao, Yue Xiao, Ping Yang, Bin Fu","doi":"10.1109/ISNCC.2019.8909138","DOIUrl":"https://doi.org/10.1109/ISNCC.2019.8909138","url":null,"abstract":"In this paper, the problem of caching at small base stations (SBSs) is investigated, where the SBSs are allowed to communicate with each other through a fixed communication topology. Assume that the central controller can only serve a subset of SBSs due to its limited capacity, when the cellular users request files. A problem rises in selecting which SBSs to cache the files requested in order to minimize the delay of file transmission from the SBS to the user. Moreover, the delay associated with all the user in the wireless network depends on the number of requirements. Motivated by this, the problem of selecting which SBSs to cache which file for minimizing the delay experienced by the cellular users is studied. We formulate the problem of minimizing the latency experienced by the cellular users as an integer programming problem and then propose a corresponding algorithm to obtain the optimal caching strategy. The numerical simulations show the validity of the proposed algorithm.es, or Math in Paper Title or Abstract.","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":"128735956","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}