{"title":"Self-Organizing Cellular Network Approaches Applied to 5G Networks","authors":"H. Fourati, Rihab Maaloul, L. Chaari","doi":"10.1109/GIIS48668.2019.9044964","DOIUrl":"https://doi.org/10.1109/GIIS48668.2019.9044964","url":null,"abstract":"SON is an interesting topic in today’s cellular networks. Indeed, heterogeneous networks, ultra-dense deployments and diverse Radio Access Technologies in the same operating area in 5G systems require functions enabling networks to configure, optimize and heal itself. These automated functions will undoubtedly simplify the operational tasks as well as improve network flexibility. We give a special focus on a set of useful use cases, as described by 3rd Generation Partnership Project (3GPP). In this paper, we review and discuss the basic concepts of SON. Furthermore, we provide a new taxonomy for SON use cases and describe their underlying Machine Learning techniques.","PeriodicalId":165839,"journal":{"name":"2019 Global Information Infrastructure and Networking Symposium (GIIS)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128807357","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":"Dynamic Configuration for Multiplex MIMO channel with Shared Antenna on Heterogeneous Wireless Systems","authors":"Yusuke Okumoto, Y. Takizawa","doi":"10.1109/GIIS48668.2019.9045868","DOIUrl":"https://doi.org/10.1109/GIIS48668.2019.9045868","url":null,"abstract":"Recently, network traffic has increased rapidly becasue of the expansion of the utilization of various applications in smartphones and the spread of IoT. Therefore, the spread of 5th generation mobile communication (5G) is expected as a new wireless communication system. 5G uses high frequency bands and MIMO for communication capacity expansion. On the other hand, the communication in high frequency band requires a much large number of antennas because the communication range in high frequency band becomes narrower. In this paper, using a large number of antennas and MIMO technology in 5G, dynamic configuration for multiplex MIMO channel with shared antennas on heterogenous wireless systems is proposed. The proposal lets heterogenous wireless systems share their antennas, dynamically distributes the shared antennas among them, and increases sum of their MIMO channel capacity, and increases application throughput by bonding their MIMO channels.","PeriodicalId":165839,"journal":{"name":"2019 Global Information Infrastructure and Networking Symposium (GIIS)","volume":"61 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121304351","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":"On the 10BASE-T1S preamble for multidrop","authors":"Gergely Huzsak, H. Morita","doi":"10.1109/GIIS48668.2019.9044963","DOIUrl":"https://doi.org/10.1109/GIIS48668.2019.9044963","url":null,"abstract":"The task force (TF) 802.3cg of the Institute of Electrical and Electronics Engineers (IEEE) has extensively worked on proposing an appropriate preamble for its short-reach PHY, 10BASE-T1S. Present work is to analyze their methods, their findings and propose alternative preambles, to serve as a basis for future research of this group.","PeriodicalId":165839,"journal":{"name":"2019 Global Information Infrastructure and Networking Symposium (GIIS)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132932870","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}
Chihiro Kawata, Takamasa Kitanouma, Eiji Nii, Ryusei Mori, Y. Takizawa
{"title":"Self-Organizing Localization with multiplexed topology for smart devices in indoor space","authors":"Chihiro Kawata, Takamasa Kitanouma, Eiji Nii, Ryusei Mori, Y. Takizawa","doi":"10.1109/GIIS48668.2019.9044953","DOIUrl":"https://doi.org/10.1109/GIIS48668.2019.9044953","url":null,"abstract":"Previously, we have shown SmartFinder as an indoor localization system of many mobile smart devices with three anchor nodes without prepared measurements. It can localize smart devices with high accuracy. Unfortunately, its accuracy deteriorates with a small number of smart devices in indoor space. In this paper, we propose a SmartFinder with multiplexed topology, which virtually increases the number of devices by handling each moving location of the mobile devices in discrete time as multiple locations of each different device, and show our new proposed method’s effectiveness.","PeriodicalId":165839,"journal":{"name":"2019 Global Information Infrastructure and Networking Symposium (GIIS)","volume":"386 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134343367","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":"Performance Enhancement of Spectral Multi Diagonal Code by Incorporating Polarization Multiplexing","authors":"N. Jellali, M. Ferchichi, M. Najjar","doi":"10.1109/GIIS48668.2019.9044965","DOIUrl":"https://doi.org/10.1109/GIIS48668.2019.9044965","url":null,"abstract":"An improved spectral polarization multi-diagonal (MD) system is presented by exploiting the property of polarization of fiber. The performance of polarized MD scheme is enhanced two times that of the traditional MD system. This method can be used to increase the number of active users by assigning vertical or horizontal polarization states of each sequence code. The numerical results show that the polarized MD scheme can meet the optical transmission property with 200 and 300 users, using two or three wavelengths as a code weight, respectively.","PeriodicalId":165839,"journal":{"name":"2019 Global Information Infrastructure and Networking Symposium (GIIS)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129934115","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}
Miriam A. Carlos-Mancilla, E. López-Mellado, Mario Siller
{"title":"A Reconfiguration Framework for Multi-Sink Wireless Sensor Networks","authors":"Miriam A. Carlos-Mancilla, E. López-Mellado, Mario Siller","doi":"10.1109/GIIS48668.2019.9044967","DOIUrl":"https://doi.org/10.1109/GIIS48668.2019.9044967","url":null,"abstract":"The problem of sensor network recovery from failures due to loss of nodes is addressed; a distributed reconfiguration scheme is proposed. The approach for network formation is multi-agent based, in which the agents are provided with reconfiguration capabilities by handling neighbour nodes information. Agents perform in a coordinated way a severity analysis to determine, according to the number of affected nodes, the type of reconfiguration, which can be of three types: a) Low, for a local area, b) Medium, when the fault affects one or more clusters, and c) High, when a major reconfiguration is needed, and the networking process is restarted. The strategy is demonstrated through the simulation of network failure recovery in diverse scenarios.","PeriodicalId":165839,"journal":{"name":"2019 Global Information Infrastructure and Networking Symposium (GIIS)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115308167","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}
Nour El Houda Bahloul, Nouman Bashir, S. Boudjit, D. E. Boubiche
{"title":"A Simple Proactive Routing Protocol with Multiple Base Stations Deployment for Unmanned Aerial Vehicular Networks","authors":"Nour El Houda Bahloul, Nouman Bashir, S. Boudjit, D. E. Boubiche","doi":"10.1109/GIIS48668.2019.9044958","DOIUrl":"https://doi.org/10.1109/GIIS48668.2019.9044958","url":null,"abstract":"Unmanned Aerial Vehicles (UAVs) or aerial drones have a very encouraging future owing to the flexibility of their use in plenty of applications and the provision of less costly solutions in comparison to fixed infrastructure networks. It is a very challenging design problem to realize a collaborating end-to-end routing solution for a UAV network, which is very prone to link failures due to its highly dynamic nature. In this paper, a simple Proactive Routing scheme with Multiple ground Base Stations deployment (PRMBS) is presented. In PRMBS, periodic messages called DNA for Drones and Network Association from the ground base stations side are broadcast and relayed into the whole network. There are no separate hello messages in PRMBS and the role of a hello message is played by DNA messages. The path for data traffic is formed in a reverse manner to reach the respective ground base station from which the DNA message was received. The proposed proactive scheme is simulated in Network-Simulator-2 and its hows very promising results for dynamic UAV networks.","PeriodicalId":165839,"journal":{"name":"2019 Global Information Infrastructure and Networking Symposium (GIIS)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121805523","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":"Elastic Gigabit NDN Forwarder for Big Data Applications","authors":"Junior Dongo, C. Mahmoudi, F. Mourlin","doi":"10.1109/GIIS48668.2019.9044959","DOIUrl":"https://doi.org/10.1109/GIIS48668.2019.9044959","url":null,"abstract":"Information Centric Networking is more and more used today. Named Data Networking (NDN) is one implementation of such paradigm focusing the communication on the information instead of the hosts. The performance of the NDN forwarder - called Name Forwarder Daemon (NFD) - is one major challenge faced by the NDN community especially due to the complex structures of both the naming prefixes and the forwarding tables. High-performance NFD is a major requirement to enable Big Data processing over NDN due to the scale of the exchanges used in real life applications. This paper proposes an approach to overcome the actual limitation of the packets processing capability of the NFD. The proposed approach uses state-of-the-art virtualization techniques to distribute the processing among several NFD instances to build an elastic NFD. The proposed forwarder architecture challenges the status quo in term of applicability of NFD for high-speed Big Data transfers that we demonstrate with experiments using our proof-of-concept implementation.","PeriodicalId":165839,"journal":{"name":"2019 Global Information Infrastructure and Networking Symposium (GIIS)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125787199","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":"Routing Optimization in SDN using Scalable Load Prediction","authors":"M. Majdoub, A. Kamel, H. Youssef","doi":"10.1109/GIIS48668.2019.9044960","DOIUrl":"https://doi.org/10.1109/GIIS48668.2019.9044960","url":null,"abstract":"With the exponential growth of data traffic and the rapid development of smart devices, networks are becoming more and more heterogeneous and complex. Therefore, managing network resources with traditional routing features is no longer advised. More intelligence needs to be deployed. However, deploying intelligence in traditional networks seems to be hard to achieve since they are naturally distributed. The emerging of Software Defined Networking (SDN) will ease the introduction of intelligence in networks. In this vein, Deep Learning (DL) is considered the most promising concept for intelligence delivery.In this paper, we combine Deep learning (DL) with SDN in order to improve the performance of routing techniques efficiently. In this work, we analyse the algorithm denoted “Predicting of Future load-based routing (PFLR)” and we prove that it is not scalable in Very Large-Scale Networks(VLSN). Therefore, we suggest an enhancement of this algorithm to achieve scalability by predicting available future bandwidth on path-basis in spite of link-basis. Predicted values are obtained using a MultiLayer Perceptron (MLP) neural network and applied in the Dijkstra algorithm to find the optimal path according to a reciprocal metric. The proposed approach is denoted Scalable Predicting of future load-based routing (SPFLR). Experiments show that the proposed approach outperforms parallel ones by achieving significant load balancing through the network.","PeriodicalId":165839,"journal":{"name":"2019 Global Information Infrastructure and Networking Symposium (GIIS)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115404314","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}
Junior Dongo, Ludovic Foltete, C. Mahmoudi, F. Mourlin
{"title":"Distributed Edge Solution for IoT based Building Management System with NDN","authors":"Junior Dongo, Ludovic Foltete, C. Mahmoudi, F. Mourlin","doi":"10.1109/GIIS48668.2019.9044955","DOIUrl":"https://doi.org/10.1109/GIIS48668.2019.9044955","url":null,"abstract":"The Building Management Systems (BMS) faces nowadays scalability challenges related to the scale of the new buildings. Moreover, integration with the smart grid and other sources of renewable energy requires new solutions that offers the required dynamicity and scale of deployment. In this paper, we propose a novel approach that leverage the current trends in term of Edge processing, Internet of Things (IoT), and Named-Data Networking (NDN) to provide a scalable, fully distributed, and optimized solution that can support extreme scale buildings requirements.","PeriodicalId":165839,"journal":{"name":"2019 Global Information Infrastructure and Networking Symposium (GIIS)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125191498","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}