کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
4955856 1444366 2017 15 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A machine learning-based framework for preventing video freezes in HTTP adaptive streaming
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر شبکه های کامپیوتری و ارتباطات
پیش نمایش صفحه اول مقاله
A machine learning-based framework for preventing video freezes in HTTP adaptive streaming
چکیده انگلیسی
In this paper, we detail the design of the proposed ML-based framework and compare its performance with other benchmarking HAS solutions, under various video streaming scenarios. Particularly, we show through extensive experimentation that the proposed approach can reduce video freezes and freeze time with about 65% and 45% respectively, when compared to benchmarking algorithms. These results represent a major improvement for the QoE of the users watching multimedia content online.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Network and Computer Applications - Volume 94, 15 September 2017, Pages 78-92
نویسندگان
, , , , , ,