2020 · 34 citations · 27 references
Due to the COVID-19 pandemic, many governments imposed lockdowns that forced hundreds of millions to stay at home. As a result of these measures, Internet traffic of residential users increased, in particular, for remote working, entertainment, commerce, and education. In turn, traffic demands in the Internet core shifted as well. In this paper, using data from a diverse set of vantage points (one ISP, three IXPs, and one metropolitan educational network), we study the effect of these lockdowns on traffic shifts. We find that the traffic volume increased by 15-20% almost within a week---while overall still modest, this constitutes a large increase within this short time period. The Internet infrastructure is able to handle this increase, as most traffic shifts occur outside of traditional peak hours. When looking at traffic sources, we find that while hypergiants still contribute a significant fraction of traffic, we see a higher increase in traffic of non-hypergiants. We observe traffic increases in applications that people use when at home, such as Web conferencing, VPN, and gaming. While many networks see increased traffic demands, in particular, residential users, others see major decreases, e.g., in the educational network.
27
Understanding the impact of video quality on user engagement
Florin Dobrian, Vyas Sekar, Asad Awan et al. · 2011 · 676 citations
Haiyong Xie, Yufan Yang, Arvind Krishnamurthy et al. · ACM SIGCOMM Computer Communication Review · 2008 · 636 citations
Campus traffic and e-Learning during COVID-19 pandemic
Thomas Favale, Francesca Soro, Martino Trevisan et al. · Computer Networks · 2020 · 622 citations · Full text
ZMap: fast internet-wide scanning and its security applications
Zakir Durumeric, Eric Wustrow, J. Alex Halderman · 2013 · 582 citations
Craig Labovitz, Scott Iekel-Johnson, Danny McPherson et al. · 2010 · 547 citations
Internet Traffic Analysis, Network Science, Inter-domain Traffic Growth +13