کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
489607 704581 2015 8 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Recent Advancement in Machine Learning Based Internet Traffic Classification
ترجمه فارسی عنوان
پیشرفت اخیر در یادگیری ماشین بر اساس رده بندی ترافیک اینترنت یک؟
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر علوم کامپیوتر (عمومی)
چکیده انگلیسی

With the advancement of technology and communication system, use of internet is giving at a tremendous role. This causes an exponential growth of data and traffic over the internet. So to correctly classify this traffic is a hot research area. Internet traffic classification is a very popular tool against the information detection system. Although so many methods had been develop to efficiently classify internet traffic but among them machine learning techniques are most popular. A brief survey on various supervised and unsupervised machine learning techniques applied by various researchers to solve internet traffic classification has been discussed. This paper also present various issues related to machine learning techniques that may help interested researchers to work future in this direction.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Procedia Computer Science - Volume 60, 2015, Pages 784-791