A Novel Hybrid Optimization Algorithm for Scalable Video Coding in an SDN

Author:

Wang Li1ORCID,Wang Xiaokai2

Affiliation:

1. School of Mathematics & Physics, Jinzhong University, Jinzhong 030619, Shanxi, China

2. School of Physics and Electronic Engineering, Shanxi University, Taiyuan 030006, Shanxi, China

Abstract

Scalable Video Coding (SVC) is a powerful solution to video application over heterogeneous networks and diversified end users. In the recent years, works mostly concentrate on transported layers or path for a single layer in the Software-Defined Network (SDN). This paper proposes the Novel Hybrid Optimization Algorithm for Scalable Video Coding (NHO-SVC) based on Genetic Algorithm to select the layer and path simultaneously. The algorithm uses the 0/1 knapsack programming model to set up the model, predicts the network states by the Autoregressive Integrated Moving Average Model (ARIMA), and then, makes decision based on Genetic Algorithm.

Funder

Shanxi Province Science and Technology Research Projects

Publisher

Hindawi Limited

Subject

General Engineering,General Mathematics

Reference18 articles.

1. Multi-view video coding using scalable video coding;P. Yin,2008

2. QoE-oriented 3D video transcoding for mobile streaming

3. Software-defined network function virtualization: a survey;Y. Li;IEEE Access,2015

4. A survey on OpenFlow technologies;K. Suzuki;IEICE,2014

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