Proceedings of the 16th ACM Workshop on Mobility in the Evolving Internet Architecture最新文献

Learning-based congestion control simulator for mobile internet education 基于学习的移动互联网教育拥塞控制模拟器

Proceedings of the 16th ACM Workshop on Mobility in the Evolving Internet Architecture Pub Date : 2021-10-25 DOI: 10.1145/3477091.3482760

Junqin Huang, L. Kong, Jiejian Wu, Yutong Liu, Yuchen Li, Zhe Wang

{"title":"Learning-based congestion control simulator for mobile internet education","authors":"Junqin Huang, L. Kong, Jiejian Wu, Yutong Liu, Yuchen Li, Zhe Wang","doi":"10.1145/3477091.3482760","DOIUrl":"https://doi.org/10.1145/3477091.3482760","url":null,"abstract":"Mobile Internet enables a huge amount of access requests, leading to severe network congestion. To alleviate congestion in the transmission layer, lots of Congestion Control (CC) algorithms have been proposed recently in the research domain, which are specifically designed for various network environments. However, one of the teaching difficulties in mobile Internet education is to allow students to accurately choose the appropriate CC algorithm under the known or measurable network environment. In this paper, we propose a learning-based CC simulator for mobile Internet education, which provides intuitive suggestions to students on the CC algorithm selections via its learning ability in practical network environments. Our simulator consists of three key modules: the network data module, learning module, and CC module. It has built-in several default CC algorithms and supports students' customized algorithms. The performance of the proposed simulator is evaluated on the implemented simulator prototype with both real and simulated network links. Evaluation results show that the simulator can dynamically select proper CC algorithms in the light of network environments to achieve higher throughput, which benefits students in understanding the working mechanisms of CC algorithms intuitively.","PeriodicalId":305393,"journal":{"name":"Proceedings of the 16th ACM Workshop on Mobility in the Evolving Internet Architecture","volume":"162 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120861133","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

Meeting connected vehicle application requirements: it's not just about bandwidth 满足网联汽车应用需求:不仅仅是带宽问题

Proceedings of the 16th ACM Workshop on Mobility in the Evolving Internet Architecture Pub Date : 2021-10-25 DOI: 10.1145/3477091.3482762

Kwame-Lante Wright, P. Steenkiste

{"title":"Meeting connected vehicle application requirements: it's not just about bandwidth","authors":"Kwame-Lante Wright, P. Steenkiste","doi":"10.1145/3477091.3482762","DOIUrl":"https://doi.org/10.1145/3477091.3482762","url":null,"abstract":"The growing popularity of connected vehicles is driving the development of a new class of latency-sensitive applications. The applications can benefit from edge clouds but they need timely responses to their requests. For applications based on video and other sensor data, this necessitates high burst throughput from the network, which results in a challenging scheduling problem since applications have diverse request sizes, rates, and deadlines. While the problem of managing latency sensitive bursty traffic has been considered in data centers, wireless networks use variable bit rates, which further exacerbates the problem. In this paper, we first use simple examples to show that traditional network fairness and quality-of-service (QoS) solutions are not appropriate for latency sensitive applications using cloud services at the wireless edge. We then sketch a possible solution that addresses the challenges of combining Service Level Agreements that focus on burst transfers with a network scheduler that is resource-aware. Finally, we use a simplified network, namely Wi-Fi based emulation, to show how our approach enables both the network administrator and applications to meet their goals.","PeriodicalId":305393,"journal":{"name":"Proceedings of the 16th ACM Workshop on Mobility in the Evolving Internet Architecture","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121825603","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

Network intelligence in 6G: challenges and opportunities 6G时代的网络智能:挑战与机遇

Proceedings of the 16th ACM Workshop on Mobility in the Evolving Internet Architecture Pub Date : 2021-10-25 DOI: 10.1145/3477091.3482761

A. Banchs, M. Fiore, Andres Garcia-Saavedra, M. Gramaglia

引用次数: 21

Internet islands: first class networked communities in isolated regions 互联网岛:孤立地区的一流网络社区

Proceedings of the 16th ACM Workshop on Mobility in the Evolving Internet Architecture Pub Date : 2021-10-25 DOI: 10.1145/3477091.3482763

A. Abubakar, Nishanth R. Sastry, Mohamed M. Kassem

引用次数: 1