A Novel Hybrid Optimization Algorithm for Scalable Video Coding in an SDN
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 Op...
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Hindawi Limited
2020-01-01
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| Series: | Mathematical Problems in Engineering |
| Online Access: | http://dx.doi.org/10.1155/2020/3694642 |
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doaj-b848ba2623af46c4ad57984536f1edde2020-11-25T03:58:59ZengHindawi LimitedMathematical Problems in Engineering1024-123X1563-51472020-01-01202010.1155/2020/36946423694642A Novel Hybrid Optimization Algorithm for Scalable Video Coding in an SDNLi Wang0Xiaokai Wang1School of Mathematics & Physics, Jinzhong University, Jinzhong 030619, Shanxi, ChinaSchool of Physics and Electronic Engineering, Shanxi University, Taiyuan 030006, Shanxi, ChinaScalable 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.http://dx.doi.org/10.1155/2020/3694642 |
| collection |
DOAJ |
| language |
English |
| format |
Article |
| sources |
DOAJ |
| author |
Li Wang Xiaokai Wang |
| spellingShingle |
Li Wang Xiaokai Wang A Novel Hybrid Optimization Algorithm for Scalable Video Coding in an SDN Mathematical Problems in Engineering |
| author_facet |
Li Wang Xiaokai Wang |
| author_sort |
Li Wang |
| title |
A Novel Hybrid Optimization Algorithm for Scalable Video Coding in an SDN |
| title_short |
A Novel Hybrid Optimization Algorithm for Scalable Video Coding in an SDN |
| title_full |
A Novel Hybrid Optimization Algorithm for Scalable Video Coding in an SDN |
| title_fullStr |
A Novel Hybrid Optimization Algorithm for Scalable Video Coding in an SDN |
| title_full_unstemmed |
A Novel Hybrid Optimization Algorithm for Scalable Video Coding in an SDN |
| title_sort |
novel hybrid optimization algorithm for scalable video coding in an sdn |
| publisher |
Hindawi Limited |
| series |
Mathematical Problems in Engineering |
| issn |
1024-123X 1563-5147 |
| publishDate |
2020-01-01 |
| description |
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. |
| url |
http://dx.doi.org/10.1155/2020/3694642 |
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