TY - GEN
T1 - Classification of audio and video traffic over HTTP protocol
AU - Kaoprakhon, Samruay
AU - Visoottiviseth, Vasaka
PY - 2009
Y1 - 2009
N2 - A widely use of the Internet introduces various online services such as online game, radio online, music online, TV online and video clips, which communicate over Hyper Text Transfer Protocol (HTTP). In this work, we aim to classify an audio and a video traffic from normal web traffic to reduce the misuse of bandwidth consumption. We propose a classification method based on flow information. Our classification use a combination of keyword matching technique and statistical behavior profiles. Keywords are pre-defined by observing from both audio and video traffic. Behavior profiles consist of three attributes, which are the average received packet size, a ratio of number of server-client packets, and the flow duration. Each attribute have an independent threshold of mean (μ) and standard deviation (σ). The experimental results show that our method can classify an audio traffic, a video traffic and normal web traffic with a high precision and recall.
AB - A widely use of the Internet introduces various online services such as online game, radio online, music online, TV online and video clips, which communicate over Hyper Text Transfer Protocol (HTTP). In this work, we aim to classify an audio and a video traffic from normal web traffic to reduce the misuse of bandwidth consumption. We propose a classification method based on flow information. Our classification use a combination of keyword matching technique and statistical behavior profiles. Keywords are pre-defined by observing from both audio and video traffic. Behavior profiles consist of three attributes, which are the average received packet size, a ratio of number of server-client packets, and the flow duration. Each attribute have an independent threshold of mean (μ) and standard deviation (σ). The experimental results show that our method can classify an audio traffic, a video traffic and normal web traffic with a high precision and recall.
UR - https://www.scopus.com/pages/publications/74549127546
U2 - 10.1109/ISCIT.2009.5341026
DO - 10.1109/ISCIT.2009.5341026
M3 - Conference contribution
AN - SCOPUS:74549127546
SN - 9781424445219
T3 - 2009 9th International Symposium on Communications and Information Technology, ISCIT 2009
SP - 1534
EP - 1539
BT - 2009 9th International Symposium on Communications and Information Technology, ISCIT 2009
T2 - 2009 9th International Symposium on Communications and Information Technology, ISCIT 2009
Y2 - 28 September 2009 through 30 September 2009
ER -