2020 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)最新文献_第2页

An Anycast Service with Cognitive DTN Routing 具有认知DTN路由的任播业务

2020 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS) Pub Date : 2020-12-14 DOI: 10.1109/ANTS50601.2020.9342841

R. Lent

引用次数: 3

Virtual Network Function Embedding under Nodal Outage using Reinforcement Learning 节点中断下基于强化学习的虚拟网络功能嵌入

2020 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS) Pub Date : 2020-12-14 DOI: 10.1109/ANTS50601.2020.9342803

S. B. Chetty, H. Ahmadi, A. Nag

{"title":"Virtual Network Function Embedding under Nodal Outage using Reinforcement Learning","authors":"S. B. Chetty, H. Ahmadi, A. Nag","doi":"10.1109/ANTS50601.2020.9342803","DOIUrl":"https://doi.org/10.1109/ANTS50601.2020.9342803","url":null,"abstract":"With the emergence of various types of applications such as delay-sensitive applications, future communication networks are expected to be increasingly complex and dynamic. Network Function Virtualization (NFV) provides the necessary support towards efficient management of such complex networks, by disintegrating the dependency on the hardware devices via virtualizing the network functions and placing them on shared data centres. However, one of the main challenges of the NFV paradigm is the resource allocation problem which is known as NFV-Resource Allocation (NFV-RA). NFV-RA is a method of deploying software-based network functions on the substrate nodes, subject to the constraints imposed by the underlying infrastructure and the agreed Service Level Agreement (SLA). This work investigates the potential of Reinforcement Learning (RL) as a fast yet accurate means (as compared to integer linear programming) for deploying the softwarized network functions onto substrate networks under several Quality of Service (QoS) constraints. In addition to the regular resource constraints and latency constraints, we introduced the concept of a complete outage of certain nodes in the network. This outage can be either due to a disaster or unavailability of network topology information due to proprietary and ownership issues. We have analyzed the network performance on different network topologies, different capacities of the nodes and the links, and different degrees of the nodal outage. The computational time escalated with the increase in the network density to achieve the optimal solutions; this is because Q-Learning is an iterative process which results in a slow exploration. Our results also show that for certain topologies and a certain combination of resources, we can achieve between 7090% service acceptance rate even with a 40% nodal outage.","PeriodicalId":426651,"journal":{"name":"2020 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)","volume":"82 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124428968","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

Priority Order-Based Key Distribution in QKD-Secured Optical Networks qkd安全光网络中基于优先顺序的密钥分配

2020 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS) Pub Date : 2020-12-14 DOI: 10.1109/ANTS50601.2020.9342761

Purva Sharma, V. Bhatia, S. Prakash

{"title":"Priority Order-Based Key Distribution in QKD-Secured Optical Networks","authors":"Purva Sharma, V. Bhatia, S. Prakash","doi":"10.1109/ANTS50601.2020.9342761","DOIUrl":"https://doi.org/10.1109/ANTS50601.2020.9342761","url":null,"abstract":"In quantum key distribution (QKD)-secured optical networks, blocking increases with the number of QKD lightpath requests as well as with the number of times modification required to improve the security level of QKD lightpath requests. The blocking is severe problem in such networks because of the limited number of resources (wavelengths and time-slots) in each fiber link. In this paper, we propose a priority order-based routing wavelength and time-slot allocation (POB-RWTA) scheme to reduce the blocking of QKD lightpath requests. In the proposed POB-RWTA scheme, the QKD lightpath requests are served according to their priority order. The priority order of each QKD lightpath request is based on the security level. The blocking of high priority lightpath requests (HPLRs) and total incoming QKD lightpath requests due to limited resources can be reduced using the above criterion of priority order. The performance analysis of the proposed POB-RWTA scheme is made in terms of the success probability of QKD lightpath requests considering different wavelengths for QSCh and the probability of secret key update failure. We compared the proposed POB-RWTA scheme with a non-priority order-based routing wavelength and time-slot allocation (NPOB-RWTA) scheme. Simulations performed on NSFNET topology show that by using the POB-RWTA scheme, the success probability of HPLRs and total incoming QKD lightpath requests are significantly improved as compared to NPOB-RWTA.","PeriodicalId":426651,"journal":{"name":"2020 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116476817","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

Detection and Verification of Decreased Rank Attack using Round-Trip Times in RPL-Based 6LoWPAN Networks 基于rpl的6LoWPAN网络中基于往返时间的降秩攻击检测与验证

2020 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS) Pub Date : 2020-12-14 DOI: 10.1109/ANTS50601.2020.9342754

Abhay Deep Seth, S. Biswas, Amit Kumar Dhar

引用次数: 8

Network Security Systems Log Analysis for Trends and Insights: A Case Study 网络安全系统日志分析的趋势和见解:案例研究

2020 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS) Pub Date : 2020-12-14 DOI: 10.1109/ANTS50601.2020.9342776

A. Meena, N. Hubballi, Yogendra Singh, V. Bhatia, K. Franke

{"title":"Network Security Systems Log Analysis for Trends and Insights: A Case Study","authors":"A. Meena, N. Hubballi, Yogendra Singh, V. Bhatia, K. Franke","doi":"10.1109/ANTS50601.2020.9342776","DOIUrl":"https://doi.org/10.1109/ANTS50601.2020.9342776","url":null,"abstract":"Network perimeter security appliances like firewalls, intrusion detection systems mediate communications and log details pertaining to various events. Logs generated by these systems are used to identify security compromises, vulnerable systems, mis-configurations, etc and serve as a valuable asset for a network administrator. In this paper, we report on a study conducted using logs generated by production level security appliances deployed in our university network. In particular, we process the logs generated by firewall, intrusion detection/prevention system and domain name system service to identify trends and gain insights. We process 71 million network connection records which includes 95.7 thousand alerts generated by an open source intrusion detection system collected over a period of 31 days and derive statistics to understand end host level behavioral trends. In our analysis we compare hosts which are known to be infected with malware or running Peer-to-Peer applications and remaining using a set of relevant parameters and identify clearly differentiated behavioral trends.","PeriodicalId":426651,"journal":{"name":"2020 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126445143","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

E-Governance: A Tendering Framework Using Blockchain With Active Participation of Citizens 电子政务:公民积极参与的区块链招标框架

2020 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS) Pub Date : 2020-12-14 DOI: 10.1109/ANTS50601.2020.9342816

Yashita Goswami, Ankit Agrawal, Ashutosh Bhatia

{"title":"E-Governance: A Tendering Framework Using Blockchain With Active Participation of Citizens","authors":"Yashita Goswami, Ankit Agrawal, Ashutosh Bhatia","doi":"10.1109/ANTS50601.2020.9342816","DOIUrl":"https://doi.org/10.1109/ANTS50601.2020.9342816","url":null,"abstract":"E-governance, i.e., the use of information technology for government activities to provide services, exchange information, etc. are becoming increasingly popular. One such area of e-governance is e-tendering. While e-tendering makes the tendering process more efficient, a trust deficit remains between the citizens and the government, due to the centralized management of the whole tendering process. Several research works provide a decentralized solution to make the process of e-tendering more secure, transparent, and fair. However, in the present time, the government posts the problems/issues currently they are dealing with; and seems interested in taking the suggestions from the citizens to make the better solution for the problem. Thus, in this paper, a permissioned blockchain-based approach to provide a transparent and fair tendering system with citizens’ active participation and tracking of funds is presented. In the proposed scheme, the citizens can see the tendering activities transparently and give ideas and suggestions to solve the government’s posted problems and receive a due credit of that contribution is a fair manner.","PeriodicalId":426651,"journal":{"name":"2020 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121517190","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: 9

Dynamic Relay Selection using a Greedy Cluster Strategy 基于贪婪集群策略的动态中继选择

2020 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS) Pub Date : 2020-12-14 DOI: 10.1109/ANTS50601.2020.9342757

R. Mukhopadhyay, S. Neogy, Samiran Chattopadhyay

引用次数: 0

Real-Time Geometric Representation of Lane-Change Decision for Autonomous Vehicles Using Dynamic Optimization Algorithm 基于动态优化算法的自动驾驶汽车变道决策实时几何表示

2020 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS) Pub Date : 2020-12-14 DOI: 10.1109/ANTS50601.2020.9342809

A. Ibrahim, M. Darweesh, T. Ismail

{"title":"Real-Time Geometric Representation of Lane-Change Decision for Autonomous Vehicles Using Dynamic Optimization Algorithm","authors":"A. Ibrahim, M. Darweesh, T. Ismail","doi":"10.1109/ANTS50601.2020.9342809","DOIUrl":"https://doi.org/10.1109/ANTS50601.2020.9342809","url":null,"abstract":"This paper develops a lane-change geometric representation that can be used in an on-road vehicle. The design of the proposed system uses the data collected from active a host vehicle and measures the relative speed between host vehicle and obstacle vehicles in real-time. The available distance to the target lanes measures the separated distance between the host and obstacle vehicles in real-time. These data are generated automatically using a dynamic environment and updated using time and object dynamics laws. The main algorithm uses the data to test the availability of using lane-change while checking if there is a slight break applied not to waste the testing time of the testing, then the smart searching algorithm applies to find the most suitable solution to change the lane safely as fast as possible. The desired system has been achieved with accepted real-time results that exceed the standard driver response time. Also, full accepted safety results allow the vehicle to get out of the lane with particular speed and steering angles to avoid collisions and avoid crashes in the host vehicle.","PeriodicalId":426651,"journal":{"name":"2020 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)","volume":"76 6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121217683","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

On-Node Correlation Based Data Reduction in WSN for Smart Agriculture 面向智能农业的基于节点相关的WSN数据约简

2020 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS) Pub Date : 2020-12-14 DOI: 10.1109/ANTS50601.2020.9342775

Christian Salim, N. Mitton

{"title":"On-Node Correlation Based Data Reduction in WSN for Smart Agriculture","authors":"Christian Salim, N. Mitton","doi":"10.1109/ANTS50601.2020.9342775","DOIUrl":"https://doi.org/10.1109/ANTS50601.2020.9342775","url":null,"abstract":"Nowadays, climate change is one of the numerous factors affecting the agricultural sector. Optimizing the usage of natural resources is one of the challenges this sector faces. For this reason, it could be necessary to locally monitor weather data and soil conditions to make faster and better decisions locally adapted to the crop. Wireless sensor networks (WSNs) can serve as a monitoring system for these types of parameters. However, in WSNs, sensor nodes suffer from limited energy resources. The process of sending a large amount of data from the nodes to the sink results in high energy consumption at the sensor node and significant use of network bandwidth, which reduces the lifetime of the overall network. In this paper, for data reduction, a data correlation and prediction technique is proposed both at the sensor node level and at the sink level. The aim of this approach is to reduce the amount of transmitted data to the sink, depending on the degree of correlation between different parameters. In this work we propose the Pearson Data Correlation and Prediction (PDCP) algorithm to detect this correlation. This data reduction maintains the accuracy of the information while reducing the amount of data sent from the nodes to the sink. This approach is validated through simulations on MATLAB using real meteorological data-sets from Weather-Underground sensor network. The results show the validity of our approach by reducing the amount of data by a percentage up to 69% while maintaining the accuracy of the information. The humidity values prediction based on the temperature parameter is accurate and the deviation from the real value does not surpass 7% of humidity.","PeriodicalId":426651,"journal":{"name":"2020 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)","volume":"60 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134328832","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

Group based Publisher-Subscriber Communication Primitives for ndnSIM nnsim的基于组的发布者-订阅者通信原语

2020 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS) Pub Date : 2020-12-14 DOI: 10.1109/ANTS50601.2020.9342837

S. Ananthakrishnan, M. Tahiliani, D. Tandur, H. Satheesh

{"title":"Group based Publisher-Subscriber Communication Primitives for ndnSIM","authors":"S. Ananthakrishnan, M. Tahiliani, D. Tandur, H. Satheesh","doi":"10.1109/ANTS50601.2020.9342837","DOIUrl":"https://doi.org/10.1109/ANTS50601.2020.9342837","url":null,"abstract":"Named Data Networking (NDN), an information centric network architecture, aims to provide an efficient and scalable alternative for content distribution. Modern Internet applications have more emphasis on data, and are less concerned about the location from where data is retrieved. NDN’s communication primitives being strictly pull based help in bringing this focus shift from location of data to the data itself. A concern for NDN is to enable the support of other popular communication primitives, such as the Publisher-Subscriber (Pub-Sub) model, seamlessly. The Pub-Sub model is well suited for applications that require periodic retrieval of data or event triggered data, such as in Industrial Automation Control Systems (IACS). This paper presents the design and development of a model to support the group based Pub-Sub communication primitives in ndnSIM, a popular ns-3 based network simulator for NDN. The functionality of the proposed model is tested by developing an end-to-end simulation environment in ndnSIM that is representative of the popular use cases of Pub-Sub communication primitives.","PeriodicalId":426651,"journal":{"name":"2020 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115502296","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