R. Vápeník, D. Cymbalák, M. Korenek, M. Čabin, M. Horváth, P. Jagač, J. Kováčová, P. Hrčka, F. Jakab
{"title":"具有优化数据采集、网络分析和可视化的大型异构视频会议数据流仿真、生成和聚合环境","authors":"R. Vápeník, D. Cymbalák, M. Korenek, M. Čabin, M. Horváth, P. Jagač, J. Kováčová, P. Hrčka, F. Jakab","doi":"10.1109/ICETA54173.2021.9726608","DOIUrl":null,"url":null,"abstract":"This paper deals with understanding of characteristics in network traffic in large heterogenous videoconference and streaming infrastructures. Analysis of these characteristic is importation for creating tools which will prevent critical event or critical nodes malfunctions. In this article we describe an environment for simulating, generating and data aggregation. Design of Testbed environment for optimized data collection will be presented and three experimental applications will be described: Simulator generating specific network traffic, Analyzer of videoconference connections with visualization and Detector for relevant videoconference requirements. Developed tools will bring more relevant infrastructure monitoring results, deep problem analysis database and it will be appropriate source to future automation and network traffic prediction in large heterogenous videoconference and streaming infrastructures.","PeriodicalId":194572,"journal":{"name":"2021 19th International Conference on Emerging eLearning Technologies and Applications (ICETA)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Environment for Simulation, Generation and Aggregation of Large Heterogeneous Video Conference Data Streams with Optimized Data Collection, Network Analysis and Visualization\",\"authors\":\"R. Vápeník, D. Cymbalák, M. Korenek, M. Čabin, M. Horváth, P. Jagač, J. Kováčová, P. Hrčka, F. Jakab\",\"doi\":\"10.1109/ICETA54173.2021.9726608\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper deals with understanding of characteristics in network traffic in large heterogenous videoconference and streaming infrastructures. Analysis of these characteristic is importation for creating tools which will prevent critical event or critical nodes malfunctions. In this article we describe an environment for simulating, generating and data aggregation. Design of Testbed environment for optimized data collection will be presented and three experimental applications will be described: Simulator generating specific network traffic, Analyzer of videoconference connections with visualization and Detector for relevant videoconference requirements. Developed tools will bring more relevant infrastructure monitoring results, deep problem analysis database and it will be appropriate source to future automation and network traffic prediction in large heterogenous videoconference and streaming infrastructures.\",\"PeriodicalId\":194572,\"journal\":{\"name\":\"2021 19th International Conference on Emerging eLearning Technologies and Applications (ICETA)\",\"volume\":\"2 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-11-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 19th International Conference on Emerging eLearning Technologies and Applications (ICETA)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICETA54173.2021.9726608\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 19th International Conference on Emerging eLearning Technologies and Applications (ICETA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICETA54173.2021.9726608","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Environment for Simulation, Generation and Aggregation of Large Heterogeneous Video Conference Data Streams with Optimized Data Collection, Network Analysis and Visualization
This paper deals with understanding of characteristics in network traffic in large heterogenous videoconference and streaming infrastructures. Analysis of these characteristic is importation for creating tools which will prevent critical event or critical nodes malfunctions. In this article we describe an environment for simulating, generating and data aggregation. Design of Testbed environment for optimized data collection will be presented and three experimental applications will be described: Simulator generating specific network traffic, Analyzer of videoconference connections with visualization and Detector for relevant videoconference requirements. Developed tools will bring more relevant infrastructure monitoring results, deep problem analysis database and it will be appropriate source to future automation and network traffic prediction in large heterogenous videoconference and streaming infrastructures.