2021 International Conference on Information Networking (ICOIN)最新文献_第5页

Real-time health monitoring system design based on optical camera communication 基于光学摄像机通信的实时健康监测系统设计

2021 International Conference on Information Networking (ICOIN) Pub Date : 2021-01-13 DOI: 10.1109/ICOIN50884.2021.9334018

Md. Faisal Ahmed, Md. Osman Ali, Md. Habibur Rahman, Y. Jang

引用次数: 5

Impact of ARQ on the Distortion Performance of Underwater Acoustic Mobile Networks ARQ对水声移动网络失真性能的影响

2021 International Conference on Information Networking (ICOIN) Pub Date : 2021-01-13 DOI: 10.1109/ICOIN50884.2021.9333994

A. Stefanov

引用次数: 0

A Study of CNN-Based Human Behavior Recognition with Channel State Information 基于信道状态信息的cnn人类行为识别研究

2021 International Conference on Information Networking (ICOIN) Pub Date : 2021-01-13 DOI: 10.1109/ICOIN50884.2021.9333879

K. Hwang, Sang-Chul Kim

引用次数: 6

Reconfigurable Transport Networks to Accommodate Much More Traffic Demand 可重构的传输网络，以适应更多的流量需求

2021 International Conference on Information Networking (ICOIN) Pub Date : 2021-01-13 DOI: 10.1109/ICOIN50884.2021.9333962

Kazuya Anazawa, Toru Mano, Takeru Inoue, Atsushi Taniguchi, K. Mizuno

{"title":"Reconfigurable Transport Networks to Accommodate Much More Traffic Demand","authors":"Kazuya Anazawa, Toru Mano, Takeru Inoue, Atsushi Taniguchi, K. Mizuno","doi":"10.1109/ICOIN50884.2021.9333962","DOIUrl":"https://doi.org/10.1109/ICOIN50884.2021.9333962","url":null,"abstract":"Transport networks are being used to exchange traffic among communication sites. Current transport networks are mostly static, because existing traffic patterns do not fluctuate wildly. However, given that demand fluctuations are likely to become significant due to the emerging diversity of network services, current static networks will have great difficulty in accommodating all future demands. In this paper, we propose a network architecture that can accommodate more demands by employing fiber cross-connects (FXCs) connected with dark fibers; FXCs, e.g., robotic patch panels and micro-electromechanical system, are optical switches that perform circuit-switching on a per-fiber basis. Because the FXCs can satisfy demand changes by reconfiguring the physical network topology, it can accommodate greater demand variations than traditional fixed networks; this is confirmed by numerical simulations. The reconfigurable network is particularly effective when the network has many nodes with significant demand fluctuations; it accommodates up to 2.5 times more demand than the fixed equivalent.","PeriodicalId":6741,"journal":{"name":"2021 International Conference on Information Networking (ICOIN)","volume":"155 1","pages":"361-366"},"PeriodicalIF":0.0,"publicationDate":"2021-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79812571","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

Hit Ratio and Latency Optimization for Caching Systems: A Survey 缓存系统的命中率和延迟优化:综述

2021 International Conference on Information Networking (ICOIN) Pub Date : 2021-01-13 DOI: 10.1109/ICOIN50884.2021.9334019

Anh-Tien Tran, D. Lakew, The-Vi Nguyen, Van-Dat Tuong, Thanh Phung Truong, Nhu-Ngoc Dao, Sungrae Cho

{"title":"Hit Ratio and Latency Optimization for Caching Systems: A Survey","authors":"Anh-Tien Tran, D. Lakew, The-Vi Nguyen, Van-Dat Tuong, Thanh Phung Truong, Nhu-Ngoc Dao, Sungrae Cho","doi":"10.1109/ICOIN50884.2021.9334019","DOIUrl":"https://doi.org/10.1109/ICOIN50884.2021.9334019","url":null,"abstract":"The rise of fifth-generation (5G) communication systems allows the super high-quality services to be implemented in real-life; however, it requires a massive amount of mobile data traffic to be simultaneously transmitted and processed. Fortunately, a significant percentage of mobile data traffic is indeed reusable and should be cached properly in somewhere, and then be delivered back to users’ equipment (UEs) in the future requests. To proactively utilize this nature of content distribution, the caching techniques have attracted significant attention from the research community by alleviating unnecessary duplicated data transmission of popular content in mobile edge caching enabled networks. As a result, numerous scientific approaches under different perspectives have been published and hence should be categorized through specific criteria. In this study, we systematically and extensively survey the most recent caching techniques that were published. For each caching policy, we critically analyze its target in detail by performance metrics, including hit ratio, latency, and storage efficiency. Besides, we display the current trend by sorting them into common technical classes such as machine learning, deep learning, game theory, optimization techniques, etc. To visualize and predict the application of caching algorithms, in reality, we summarize their typical use cases.","PeriodicalId":6741,"journal":{"name":"2021 International Conference on Information Networking (ICOIN)","volume":"38 1","pages":"577-581"},"PeriodicalIF":0.0,"publicationDate":"2021-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89034279","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

Adaptive Beacon Transmission for Reducing Inter-Reception Time in Vehicle Platooning 减少车辆队列间接收时间的自适应信标传输

2021 International Conference on Information Networking (ICOIN) Pub Date : 2021-01-13 DOI: 10.1109/ICOIN50884.2021.9333954

Minok Kim, Joonwoo Kim, Sangheon Pack

引用次数: 1

Priority-Based Dynamic Resource Allocation Scheme in Network Slicing 基于优先级的网络切片动态资源分配方案

2021 International Conference on Information Networking (ICOIN) Pub Date : 2021-01-13 DOI: 10.1109/ICOIN50884.2021.9333944

Haneul Ko, Jaewook Lee, Sangheon Pack

引用次数: 12

Let’s Attest! Multi-modal Certificate Exchange for the Web of Trust 让我们证明!用于信任网络的多模态证书交换

2021 International Conference on Information Networking (ICOIN) Pub Date : 2021-01-13 DOI: 10.1109/ICOIN50884.2021.9333877

Tobias Mueller

{"title":"Let’s Attest! Multi-modal Certificate Exchange for the Web of Trust","authors":"Tobias Mueller","doi":"10.1109/ICOIN50884.2021.9333877","DOIUrl":"https://doi.org/10.1109/ICOIN50884.2021.9333877","url":null,"abstract":"On the Internet, trust is difficult to obtain. With the rise of the possibility of obtaining gratis x509 certificates in an automated fashion, the use of TLS for establishing secure connections has significantly increased. However, other use cases, such as end-to-end encrypted messaging, do not yet have an easy method of managing trust in the public keys. This is particularly true for personal communication where two people want to securely exchange messages. While centralised solutions, such as Signal, exist, decentralised and federated protocols lack a way of conveniently and securely exchanging personal certificates.This paper presents a protocol and an implementation for certifying OpenPGP certificates. By offering multiple means of data transport protocols, it achieves robust and resilient certificate exchange between an attestee, the party whose key certificate is to be certified, and an attestor, the party who will express trust in the certificate once seen. The data can be transferred either via the Internet or via proximity-based technologies, i.e. Bluetooth or link-local networking. The former presents a challenge when the parties interested in exchanging certificates are not physically close, because an attacker may tamper with the connection. Our evaluation shows that a passive attacker learns nothing except the publicly visible metadata, e.g. the timings of the transfer while an active attacker can either have success with a very low probability or be detected by the user.","PeriodicalId":6741,"journal":{"name":"2021 International Conference on Information Networking (ICOIN)","volume":"20 1","pages":"758-763"},"PeriodicalIF":0.0,"publicationDate":"2021-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87669339","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

Improving the performance of Machine Learning Algorithms for TOR detection 改进机器学习算法在TOR检测中的性能

2021 International Conference on Information Networking (ICOIN) Pub Date : 2021-01-13 DOI: 10.1109/ICOIN50884.2021.9333989

Adityan Gurunarayanan, Ankit Agrawal, Ashutosh Bhatia, D. Vishwakarma

{"title":"Improving the performance of Machine Learning Algorithms for TOR detection","authors":"Adityan Gurunarayanan, Ankit Agrawal, Ashutosh Bhatia, D. Vishwakarma","doi":"10.1109/ICOIN50884.2021.9333989","DOIUrl":"https://doi.org/10.1109/ICOIN50884.2021.9333989","url":null,"abstract":"The Onion Router (TOR) networks provide anonymity, in terms of identity and location, to the Internet users by encrypting traffic multiple times along the path and routing it via an overlay network of servers. Although TOR was initially developed as a medium to maintain users’ privacy, cyber criminals and hackers take advantage of this anonymity, and as a result, many illegal activities are carried out using TOR networks. With the ever-changing landscape of Internet services, traditional traffic analysis methods are not efficient for analyzing encrypted traffic and there is a need for alternative methods for analyzing TOR traffic. In this paper, we develop a machine learning model to identify whether a given network traffic is TOR or nonTOR. We use the ISCX2016 TOR-nonTOR dataset to train our model and perform random oversampling and random undersampling to remove data imbalance. Furthermore, to improve the efficiency of our classifiers, we use k-fold cross-validation and Grid Search algorithms for hyperparameter tuning. Results show that we achieve more than 90% accuracy with random sampling and hyperparameter tuning methods.","PeriodicalId":6741,"journal":{"name":"2021 International Conference on Information Networking (ICOIN)","volume":"15 1","pages":"439-444"},"PeriodicalIF":0.0,"publicationDate":"2021-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87771704","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: 4

Joint Latency and Reliability-Aware Controller Placement 关节延迟和可靠性感知控制器布局

2021 International Conference on Information Networking (ICOIN) Pub Date : 2021-01-13 DOI: 10.1109/ICOIN50884.2021.9333864

Kurdman Abdulrahman Rasol Rasol, J. Domingo-Pascual

{"title":"Joint Latency and Reliability-Aware Controller Placement","authors":"Kurdman Abdulrahman Rasol Rasol, J. Domingo-Pascual","doi":"10.1109/ICOIN50884.2021.9333864","DOIUrl":"https://doi.org/10.1109/ICOIN50884.2021.9333864","url":null,"abstract":"In network architectures based on Software Defined Networking (SDN) the control plane (control logic) is separated from the network data plane (forwarding plane) while traditional network routers combine both. Software Defined networks facilitates a centralized networking system where a logical controller manages the global view of the network. In this paper, we first propose a new metric on the controller placement problem (CPP) that simultaneously considers the communication latency and communication reliability both between switches and controllers and between controllers. Reliability is considered for single-link failure. We model the problem of determining the optimal controller placement to provide low latencies in the control plane traffic. The objective of this study is to minimize the average accumulated latency by jointly taking into account the latency between controller to switches and inter-controller while optimizing their placement for achieving an optimal balance simultaneously. The optimization problem is formulated as a mixed-integer linear programming (MILP) model under the constraints of latency and reliability. We evaluated the performance of our proposed metric by using the Internet2 OS3E network topology. Different from previous work, we focus on the control traffic exchanged among controllers to synchronize their shared data structure. Results demonstrate that the proposed method is promising.","PeriodicalId":6741,"journal":{"name":"2021 International Conference on Information Networking (ICOIN)","volume":"73 2 1","pages":"197-202"},"PeriodicalIF":0.0,"publicationDate":"2021-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83622105","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