基于网络编码的分层媒体多播中的层速率分配优化

林晓斌; 许胤龙; 詹成; 王青山

doi:10.3724/SP.J.1146.2009.01069

基于网络编码的分层媒体多播中的层速率分配优化

doi: 10.3724/SP.J.1146.2009.01069

林晓斌^{①② 许胤龙,},
许胤龙,
詹成,
王青山

基金项目:

国家自然科学基金(60773036)资助课题

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出版历程
- 收稿日期: 2009-08-05
- 修回日期: 2010-06-28
- 刊出日期: 2010-10-19

Optimal Layer Rate Allocation in Layered Media Multicast Based on Network Coding

摘要

摘要: 该文研究了基于网络编码的分层媒体多播中的层速率优化分配问题。通过优化分配层速率，最大化所有接收节点的接收速率总和。由于该问题是一个非线性整数规划的问题，该文提出了一个时间复杂度为O(|V||T|2|E|2)的启发式的层速率分配算法MRAA。算法MRAA根据各接收节点的接收带宽将网络图按分层层数优化分解成子图，每个子图中各接收节点的最大流的最小值即是相应的层速率。模拟实验表明，算法MRAA相比已有算法对网络吞吐量提高15%18%，对各接收节点的平均带宽利用率改善6%10%。
- 网络编码 /
- 网络异构性 /
- 分层媒体多播 /
- 层速率分配 /
- 非线性整数规划
Abstract: This paper focuses on layer rate allocation in network coding based layered media multicast. The sum of receiving rates of all receivers is maximized by optimizing layer rate allocation. Since it is a nonlinear integer programming, a heuristic algorithm, MRAA (M-layer Rate Allocation Algorithm), is proposed with the time complexityO(|V||T|2|E|2) to solve it. Algorithm MRAA decomposes the network graph into several subgraphs, and the minimum of the maximum flows of all receivers in each subgraph is the corresponding layer rate. Numerical results indicate that the algorithm MRAA can increase the network throughput by 15%-18% and improve the average bandwidth utilization rate of the receivers by 6%-10%, compared with the algorithm in the existing work.
- Network coding /
- Network heterogeneity /
- Layered media multicast /
- Layer rate allocation /
- Nonlinear integer programming

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[1] McCanne S, Jacobson V, and Vetterli M. Receiver-driven layered multicast. Proc. of ACM SIGCOMM 1996, Stanford, CA, USA, Aug. 1996: 117-130. [2] Ahlswede R, Cai N, and Li S R, et al.. Network information flow[J].IEEE Transactions on Information Theory.2000, 46(4):1204-1216 [3] Koetter R and Medard M. An algebraic approach to network coding[J].IEEE/ACM Transactions on Networking.2000, 11(5):782-795 [4] Li S R, Yueng R W, and Cai N. Linear network coding[J].IEEE Transactions on Information Theory.2003, 49(2):371-381 [5] Sanders P, Egner S, and Tolhuizen L. Polynomial time algorithms for network information flow. Proc. of the 15th Annual ACM Symposium on Parallel Algorithms and Architectures (SPAA), San Diego, CA, USA, June 2003: 286-294. [6] Sundaram N, Ramanathan P, and Banerjee S. Multirate media stream using network coding. Proc. of the 43rd Allerton Conference on Communication, Control, and Computing, Monticello, IL, USA, Sep. 2005. [7] Wu X, Ma B, and Sarshar N. Rainbow network problems and multiple description coding[J].IEEE Transactions on Information Theory.2008, 54(10):4565-4574 [8] Shao M, Wu X, and Sarshar N. Rainbow network flow with network coding. Proc. of NetCod 2008, Hong Kong, China, Jan. 2008: 1-6. [9] Shao M, Dumitrescu S, and Wu X. Toward the optimal multirate multicast for lossy packet network. Proc. of ACM Multimedia 08, Vancouver, BC, Canada, Oct. 2008: 765-768. [10] Zhao J, Yang F, and Zhang Q, et al.. LION: Layered overlay multicast with network coding[J].IEEE Transactions on Multimedia.2006, 8(5):1021-1032 [11] Xu C, Xu Y, and Zhan C, et al.. On network coding based multirate video streaming in directed network. Proc. of the 26th IPCCC, New Orleans, Louisiana, USA, Apr. 2007: 332-339. [12] Wu Y. Distributing layered content using network coding. 5th IEEE Annual Communications Society Conference on Sensor, Mesh and Ad hoc Communications and Networks Workshops, San Francisco, CA, USA, June 2008: 1-4. [13] 张牧, 张顺颐, 刘伟彦. 多速率多播最大吞吐量问题研究[J].电子与信息学报.2008, 30(1):16-20浏览 Zhang M, Zhang S, and Liu W. On the optimal multi-rate throughput for multicast[J].Journal of Electronics Information Technology.2008, 30(1):16-20 [14] Cormen T H, Leiserson C E, and Rivest R L, et al.. Introduction To Algorithms (Second Edition). Massachusetts: MIT Press, 2001: 643-698. [15] Gau R, Haas Z J, and Krishnamachari B. On multicast flow control for heterogeneous receivers[J].IEEE/ACM Transactions on Networking.2002, 10(1):86-101 [16] Yang Y R, Kim M S, and Lam S S. Optimal partitioning of multicast receivers. Proc. of ICNP 2000, Osaka, Japan, Nov. 2000: 129-140.

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