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A Novel Multi-Channel Data Broadcast Scheme for Multimedia Database Systems

机译:多媒体数据库系统的新型多通道数据广播方案

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摘要

MultiMedia DataBase Management System (MMDBMS) becomes more popular in recent years, which supports complex and large multimedia data like images, audios, and videos etc. Data Broadcasting is an attractive approach for data dissemination to improve the limitations in mobile environment, such as narrow bandwidth, unreliable connections, and battery limitation. However, existing data broadcast schemes are inefficient for MMDBMS. In this paper, we present four novel multimedia data broadcast schemes (namely, SDAA, MDAA, AEA, and COA) specifically for wireless multichannel communications. The major strategies are scalable coding to generate data segments to different qualities, indexing and channel assignment to minimize the expected waiting time for clients. We prove theoretically that SDAA is a 2-approximation. COA performs best when we release the constraints and it can be judged as an theoretical lower bound, while AEA outputs local optimal solution with quality allocation constraints. Finally, SDAA+AEA form a best scheduling for practical applications. We also provide numerical experiments to evaluate the system performance, proving the efficiency of our schemes.
机译:多媒体数据库管理系统(MMDBMS)近年来变得越来越流行,它支持复杂,大型的多媒体数据,例如图像,音频和视频等。数据广播是一种有吸引力的数据分发方法,可以改善移动环境(如狭窄空间)中的局限性带宽,不可靠的连接和电池限制。但是,现有的数据广播方案对于MMDBMS效率不高。在本文中,我们提出了四种专门用于无线多通道通信的新颖的多媒体数据广播方案(即SDAA,MDAA,AEA和COA)。主要策略是可伸缩编码,以生成具有不同质量的数据段,索引编制和通道分配,以最大程度地减少客户端的预期等待时间。我们从理论上证明SDAA是2近似值。当我们释放约束时,COA表现最佳,可以将其判断为理论下界,而AEA输出具有质量分配约束的局部最优解。最后,SDAA + AEA构成了实际应用的最佳计划。我们还提供了数值实验来评估系统性能,证明了我们方案的效率。

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