DATA7:用于评估边缘资源和应用程序管理解决方案的数据集

E. Carlini, M. Coppola, Patrizio Dazzi, L. Ferrucci, Hanna Kavalionak, M. Mordacchini
{"title":"DATA7:用于评估边缘资源和应用程序管理解决方案的数据集","authors":"E. Carlini, M. Coppola, Patrizio Dazzi, L. Ferrucci, Hanna Kavalionak, M. Mordacchini","doi":"10.1145/3589010.3595652","DOIUrl":null,"url":null,"abstract":"This paper presents a dataset on edge devices and mobility patterns to comprehensively understand user behaviour and devices workload in Edge computing environments. The dataset is built on top of a publicly available dataset of cellular tower locations to simulate Edge devices, and on user mobility trajectories generated by a state-of-the-art simulator based on real location maps in the area of the city of Pisa, Italy. The resulting dataset reports the amount of vehicles in the range of about 200 Edge devices for each step of the simulation. The dataset can be used for various applications in edge computing and mobility, most notably for assessing results on resource and application management solutions at the edge in a realistic environment.","PeriodicalId":325857,"journal":{"name":"Proceedings of the 3rd Workshop on Flexible Resource and Application Management on the Edge","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2023-08-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"DATA7: A Dataset for Assessing Resource and Application Management Solutions at the Edge\",\"authors\":\"E. Carlini, M. Coppola, Patrizio Dazzi, L. Ferrucci, Hanna Kavalionak, M. Mordacchini\",\"doi\":\"10.1145/3589010.3595652\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper presents a dataset on edge devices and mobility patterns to comprehensively understand user behaviour and devices workload in Edge computing environments. The dataset is built on top of a publicly available dataset of cellular tower locations to simulate Edge devices, and on user mobility trajectories generated by a state-of-the-art simulator based on real location maps in the area of the city of Pisa, Italy. The resulting dataset reports the amount of vehicles in the range of about 200 Edge devices for each step of the simulation. The dataset can be used for various applications in edge computing and mobility, most notably for assessing results on resource and application management solutions at the edge in a realistic environment.\",\"PeriodicalId\":325857,\"journal\":{\"name\":\"Proceedings of the 3rd Workshop on Flexible Resource and Application Management on the Edge\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-08-14\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 3rd Workshop on Flexible Resource and Application Management on the Edge\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3589010.3595652\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 3rd Workshop on Flexible Resource and Application Management on the Edge","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3589010.3595652","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

本文提出了一个关于边缘设备和移动模式的数据集,以全面了解边缘计算环境中的用户行为和设备工作负载。该数据集建立在公开可用的蜂窝基站位置数据集的基础上,以模拟Edge设备,以及由最先进的模拟器生成的用户移动轨迹,该模拟器基于意大利比萨市地区的真实位置地图。在模拟的每一步中,生成的数据集报告了大约200台Edge设备范围内的车辆数量。该数据集可用于边缘计算和移动性的各种应用程序,最值得注意的是在现实环境中评估边缘资源和应用程序管理解决方案的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
DATA7: A Dataset for Assessing Resource and Application Management Solutions at the Edge
This paper presents a dataset on edge devices and mobility patterns to comprehensively understand user behaviour and devices workload in Edge computing environments. The dataset is built on top of a publicly available dataset of cellular tower locations to simulate Edge devices, and on user mobility trajectories generated by a state-of-the-art simulator based on real location maps in the area of the city of Pisa, Italy. The resulting dataset reports the amount of vehicles in the range of about 200 Edge devices for each step of the simulation. The dataset can be used for various applications in edge computing and mobility, most notably for assessing results on resource and application management solutions at the edge in a realistic environment.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Innovation Potential of the ACCORDION Platform An Intelligent Continuum for Intelligent Applications Contention-aware Performance Modeling for Heterogeneous Edge and Cloud Systems TEACHING: A Computing Toolkit for Building Efficient Autonomous appliCations Leveraging Humanistic INtelliGence DATA7: A Dataset for Assessing Resource and Application Management Solutions at the Edge
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1