russound isps

With rapid growth of internet traffic over last few years, the area of internet traffic classification becomes very significant for various ISPs. Now days, traditional internet traffic classification techniques such as port number and payload based techniques are seldom used because of use of dynamic port number instead of well-known port number in packet headers and various cryptographic techniques used to encrypt packet payload. Current trends are use of machine learning techniques for internet traffic classification. In this research work, downloaded internet traffic dataset, self-developed internet traffic datasets for packet capture duration of 2 minute and 2 seconds and reduced feature datasets developed using Correlation based Feature Selection Algorithm are employed for analysis purpose. Then, five ML algorithms Multilayer Perceptron, Radial Basis Function Neural Network, C4.5 Decision Tree, Bayes Net and Naive Bayes algorithms are used for internet traffic classification. This analysis shows that C4.5 is an effective ML technique for internet traffic classification provided packet capture duration and number of features characterizing each sample should be minimum.

Страницы: 1 2


диспенсер для жидкого мыла omoikiri ом 02 bl ask90f10q oa qfp steering tie rod steering parts of js 400atv 1 2 3 7 jianshe400 atv quad casual scoop neck sleeveless floral printed tie belt chiffon dress for women blue vintage style colorful enamel ellipse drop earrings ipazzport kp 810 21 i8 2 4g hebrew language keyboarwith touchpad casio hdd 600g 9a chinese calligraphy writing brush wood handle writing brush artist brush stylish soft silicone watchband metal dial wrist watch white black 1 377 godox ad600b 600ws ttl gn87 hss 1 8000s flash bowens mount w 2 4g x system 8700mah li on battery for canon nikon kemekiss lady bohemia high wedges sandals print ankel strap peep toe summer shoes women platform vacation footwear size 33 43 набор для рисования bondibon цветок вв1992а dt01151 original bare lamp fits for projector cp rx79 ed x26 cp rx82 cp rx93 zinc alloy keychain silver 10 pcs катанский в сост за праздничным столом популярные песни в переложении для аккордеона и баяна выпуск 1 dhl ems 1pc new for sch neider osiswitch zcmd21c12 zce10 limit switch f2 15cm aa shelf rails stainless steel support slot plate glass wooden board partition bracket holder shelf accessories anime yuri on ice shoulder bag sling bag travelbag messenger pu satchel sexemara large size swimwear women sport swimsuit one piece swimwear female boxer shorts plus size bathing suit beach wear вешалка настенная proffi sauna цвет натуральное дерево 3 крючка high quality fuser film sleeves compatible for konica minolta c253 c203 c353 2017 new fashion boys suits for weddings kids prom suits navy blue boys big children clothing set boy formal classic costume aiset shanghai yatai instrumentation xmtg 3410 n k relays output temperature jgrt car styling led fog lamp 2012 2015 for acura ilx led drl daytime running light high low beam automobile accessories привязь camp camp golden top plus s l
Акустические системы,
Ресиверы и процессоры,
3D эмиттеры,
Спортивные товары,
Музыкальные инструменты,
Проекторы и экраны.