Complexity model based load-balancing algorithm for parallel tools of HEVC

Y. Ahn, Tae-Jin Hwang, D. Sim, W. Han
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引用次数: 26

Abstract

Load balancing algorithm supporting parallel tools for HEVC encoder is proposed in this paper. Standardization of HEVC version 1 was finalized and which is known that its RD performance is two times better than H.264/AVC which was the most efficient video coder. However, computational complexity of HEVC encoding process derived from variable block sizes based on hierarchical structure and recursive encoding structure should be dealt as a prerequisite for technique commercialization. In this paper, basic performances of slice- and tile-level parallel tools adopted in HEVC are firstly presented and load balancing algorithm based on complexity model for slices and tiles is proposed. For four slices and four tiles cases, average time saving gains are 12.05% and 3.81% against simple slice- and tile-level parallelization, respectively.
基于复杂度模型的HEVC并行工具负载均衡算法
提出了支持并行工具的HEVC编码器负载均衡算法。HEVC版本1的标准化已经完成,它的RD性能是H.264/AVC的两倍,而H.264/AVC是最高效的视频编码器。然而,基于分层结构和递归编码结构的可变块大小导致的HEVC编码过程的计算复杂性是技术商业化的前提。本文首先介绍了HEVC中切片和瓦片级并行工具的基本性能,提出了基于切片和瓦片复杂度模型的负载均衡算法。对于4片和4块情况,相对于简单的片级和块级并行化,平均节省的时间分别为12.05%和3.81%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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