COVID-19;
mobile network performance;
web QoE;
throughput;
RTT;
signal coverage;
D O I:
10.1145/3411276.3412194
中图分类号:
TP3 [计算技术、计算机技术];
学科分类号:
0812 ;
摘要:
COVID-19 has changed our lives and continues to have a drastic impact. It forces us to impose restrictive social distancing measures and leads us to rely more on the Internet. Mobile networks become one of the major means to access the Internet for most of us. We investigate the performance of 9 mobile networks in Europe around the time when restrictions were imposed, considering web QoE, throughput, RTT, and signal coverage. Our results show countries' mobile networks are impacted by COVID-19 (as high as 46 % increase in page load time) at different times based on the outbreak timelines in these countries. Moreover, we find that operators responded properly and the network performance is back to the pre-COVID-19 times.
机构:
Hangzhou Normal Univ, Hangzhou Inst Cardiovasc Dis, Dept Cardiol, Affiliated Hosp, Hangzhou, Peoples R ChinaHangzhou Normal Univ, Hangzhou Inst Cardiovasc Dis, Dept Cardiol, Affiliated Hosp, Hangzhou, Peoples R China
Chen, Juan
Cheng, Yong-Ran
论文数: 0引用数: 0
h-index: 0
机构:
Hangzhou Med Coll, Sch Publ Hlth, Hangzhou, Peoples R ChinaHangzhou Normal Univ, Hangzhou Inst Cardiovasc Dis, Dept Cardiol, Affiliated Hosp, Hangzhou, Peoples R China
Cheng, Yong-Ran
Wen, Wen
论文数: 0引用数: 0
h-index: 0
机构:
Hangzhou Normal Univ, Hangzhou Inst Cardiovasc Dis, Dept Cardiol, Affiliated Hosp, Hangzhou, Peoples R ChinaHangzhou Normal Univ, Hangzhou Inst Cardiovasc Dis, Dept Cardiol, Affiliated Hosp, Hangzhou, Peoples R China
Wen, Wen
Wang, Chunyi
论文数: 0引用数: 0
h-index: 0
机构:
Hangzhou Normal Univ, Hangzhou Inst Cardiovasc Dis, Dept Cardiol, Affiliated Hosp, Hangzhou, Peoples R ChinaHangzhou Normal Univ, Hangzhou Inst Cardiovasc Dis, Dept Cardiol, Affiliated Hosp, Hangzhou, Peoples R China
Wang, Chunyi
Ni, Jie
论文数: 0引用数: 0
h-index: 0
机构:
Hangzhou Normal Univ, Hangzhou Inst Cardiovasc Dis, Dept Cardiol, Affiliated Hosp, Hangzhou, Peoples R ChinaHangzhou Normal Univ, Hangzhou Inst Cardiovasc Dis, Dept Cardiol, Affiliated Hosp, Hangzhou, Peoples R China
Ni, Jie
Jiang, Jingjie
论文数: 0引用数: 0
h-index: 0
机构:
Hangzhou Normal Univ, Hangzhou Inst Cardiovasc Dis, Dept Cardiol, Affiliated Hosp, Hangzhou, Peoples R ChinaHangzhou Normal Univ, Hangzhou Inst Cardiovasc Dis, Dept Cardiol, Affiliated Hosp, Hangzhou, Peoples R China
Jiang, Jingjie
Fu, Xinyan
论文数: 0引用数: 0
h-index: 0
机构:
Hangzhou Normal Univ, Hangzhou Inst Cardiovasc Dis, Dept Cardiol, Affiliated Hosp, Hangzhou, Peoples R ChinaHangzhou Normal Univ, Hangzhou Inst Cardiovasc Dis, Dept Cardiol, Affiliated Hosp, Hangzhou, Peoples R China
Fu, Xinyan
Zhou, Mengyun
论文数: 0引用数: 0
h-index: 0
机构:
Shinshu Univ, Dept Mol & Cellular Physiol, Sch Med, Nagano, JapanHangzhou Normal Univ, Hangzhou Inst Cardiovasc Dis, Dept Cardiol, Affiliated Hosp, Hangzhou, Peoples R China
Zhou, Mengyun
Ye, Lan
论文数: 0引用数: 0
h-index: 0
机构:
Guizhou Med Univ, Basic Med Coll, Guiyang, Guizhou, Peoples R ChinaHangzhou Normal Univ, Hangzhou Inst Cardiovasc Dis, Dept Cardiol, Affiliated Hosp, Hangzhou, Peoples R China
Ye, Lan
Ge, Zhong-Jun
论文数: 0引用数: 0
h-index: 0
机构:
Fourth Peoples Hosp Linan, Dept Cardiol, Hangzhou, Peoples R ChinaHangzhou Normal Univ, Hangzhou Inst Cardiovasc Dis, Dept Cardiol, Affiliated Hosp, Hangzhou, Peoples R China
Ge, Zhong-Jun
Tan, Han-Xia
论文数: 0引用数: 0
h-index: 0
机构:
Third Peoples Hosp Hangzhou, Dept Oncol, Hangzhou, Peoples R ChinaHangzhou Normal Univ, Hangzhou Inst Cardiovasc Dis, Dept Cardiol, Affiliated Hosp, Hangzhou, Peoples R China
Tan, Han-Xia
Wang, Mingwei
论文数: 0引用数: 0
h-index: 0
机构:
Hangzhou Normal Univ, Hangzhou Inst Cardiovasc Dis, Dept Cardiol, Affiliated Hosp, Hangzhou, Peoples R ChinaHangzhou Normal Univ, Hangzhou Inst Cardiovasc Dis, Dept Cardiol, Affiliated Hosp, Hangzhou, Peoples R China
Wang, Mingwei
Feng, Zhan-Hui
论文数: 0引用数: 0
h-index: 0
机构:
Guizhou Med Univ, Dept Neurol, Affiliated Hosp, Guiyang, Peoples R ChinaHangzhou Normal Univ, Hangzhou Inst Cardiovasc Dis, Dept Cardiol, Affiliated Hosp, Hangzhou, Peoples R China
Feng, Zhan-Hui
Zhang, Xingwei
论文数: 0引用数: 0
h-index: 0
机构:
Hangzhou Normal Univ, Hangzhou Inst Cardiovasc Dis, Dept Cardiol, Affiliated Hosp, Hangzhou, Peoples R ChinaHangzhou Normal Univ, Hangzhou Inst Cardiovasc Dis, Dept Cardiol, Affiliated Hosp, Hangzhou, Peoples R China
机构:
Hangzhou Normal Univ, Affiliated Hosp, Hangzhou, Peoples R ChinaHangzhou Normal Univ, Affiliated Hosp, Hangzhou, Peoples R China
Wang, M-W
Zhou, M-Y
论文数: 0引用数: 0
h-index: 0
机构:
Hangzhou Med Coll, Hangzhou, Peoples R ChinaHangzhou Normal Univ, Affiliated Hosp, Hangzhou, Peoples R China
Zhou, M-Y
Ji, G-H
论文数: 0引用数: 0
h-index: 0
机构:
Hangzhou Normal Univ, Affiliated Hosp, Hangzhou, Peoples R ChinaHangzhou Normal Univ, Affiliated Hosp, Hangzhou, Peoples R China
Ji, G-H
Ye, L.
论文数: 0引用数: 0
h-index: 0
机构:
Guizhou Med Univ, Basic Med Coll, Guiyang, Guizhou, Peoples R ChinaHangzhou Normal Univ, Affiliated Hosp, Hangzhou, Peoples R China
Ye, L.
Cheng, Y-R
论文数: 0引用数: 0
h-index: 0
机构:
Hangzhou Med Coll, Hangzhou, Peoples R China
Zhejiang Acad Med Sci, Hangzhou, Peoples R ChinaHangzhou Normal Univ, Affiliated Hosp, Hangzhou, Peoples R China
Cheng, Y-R
Feng, Z-H
论文数: 0引用数: 0
h-index: 0
机构:
Guizhou Med Univ, Dept Neurol, Affiliated Hosp, Guiyang, Guizhou, Peoples R ChinaHangzhou Normal Univ, Affiliated Hosp, Hangzhou, Peoples R China
Feng, Z-H
Chen, J.
论文数: 0引用数: 0
h-index: 0
机构:
Hangzhou Normal Univ, Affiliated Hosp, Hangzhou, Peoples R ChinaHangzhou Normal Univ, Affiliated Hosp, Hangzhou, Peoples R China
机构:
Univ Louvain, Psychol Sci Res Inst, Louvain, BelgiumMed Univ Vienna, Ctr Med Stat Informat & Intelligent Syst, Vienna, Austria
Rime, Bernard
Pellert, Max
论文数: 0引用数: 0
h-index: 0
机构:
Med Univ Vienna, Ctr Med Stat Informat & Intelligent Syst, Vienna, Austria
Complex Sci Hub, Josefstaedter Str 39, A-1080 Vienna, AustriaMed Univ Vienna, Ctr Med Stat Informat & Intelligent Syst, Vienna, Austria
Pellert, Max
论文数: 引用数:
h-index:
机构:
Niederkrotenthaler, Thomas
论文数: 引用数:
h-index:
机构:
Di Natale, Anna
Garcia, David
论文数: 0引用数: 0
h-index: 0
机构:
Med Univ Vienna, Ctr Med Stat Informat & Intelligent Syst, Vienna, Austria
Graz Univ Technol, Fac Comp Sci & Biomed Engn, Inst Interact Syst & Data Sci, Graz, AustriaMed Univ Vienna, Ctr Med Stat Informat & Intelligent Syst, Vienna, Austria