TY - GEN
T1 - Characterizing home network traffic
T2 - 7th International Conference on Wireless Algorithms, Systems, and Applications, WASA 2012
AU - Xu, Kuai
AU - Wang, Feng
AU - Gu, Lin
AU - Gao, Jianhua
AU - Jin, Yaohui
PY - 2012
Y1 - 2012
N2 - The rapid spread of residential broadband connections and Internet-capable consumer devices in home networks has changed the landscape of Internet traffic. To gain a deep understanding of Internet traffic for home networks, this paper develops a traffic monitoring platform that collects and analyzes home network traffic via programmable home routers and traffic profiling servers. Using traffic data captured from real home networks, we present traffic characteristics in home networks, and then apply principal component analysis to uncover temporal correlations among application ports. To the best of our knowledge, this paper is the first study to characterize network traffic of Internet-capable devices from inside home networks.
AB - The rapid spread of residential broadband connections and Internet-capable consumer devices in home networks has changed the landscape of Internet traffic. To gain a deep understanding of Internet traffic for home networks, this paper develops a traffic monitoring platform that collects and analyzes home network traffic via programmable home routers and traffic profiling servers. Using traffic data captured from real home networks, we present traffic characteristics in home networks, and then apply principal component analysis to uncover temporal correlations among application ports. To the best of our knowledge, this paper is the first study to characterize network traffic of Internet-capable devices from inside home networks.
UR - http://www.scopus.com/inward/record.url?scp=84865562281&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84865562281&partnerID=8YFLogxK
U2 - 10.1007/978-3-642-31869-6_5
DO - 10.1007/978-3-642-31869-6_5
M3 - Conference contribution
AN - SCOPUS:84865562281
SN - 9783642318689
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 60
EP - 71
BT - Wireless Algorithms, Systems, and Applications - 7th International Conference, WASA 2012, Proceedings
Y2 - 8 August 2012 through 10 August 2012
ER -