Modeling digital interactive TV users behavior

Samuel C. A. Basílio, M. Moreno, E. Barrére
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Abstract

System performance appraisal needed at the development of new large scale distributed systems are faced with the challenge of correct estimated load that is imposed on them. When dealing with Digital Tv, including terrestrial, cable, satellite and IPTV obtaining such load characterization from real deployment scenarios has proved very difficult, due to the impediment of experimental access to these operational broadcast networks. Thus, the researcher usually uses simulations that impose grossly approximate workloads, oversized or fictitious to his system, bringing uncertainty to potential service providers as to optimized design of the necessary equipment. We present at this paper a mathematical model of simple implementation, able to represent the behavior of users of Digital TV. The model can be parameterized to represent different behavior states of the simulated system and thus adapt to various interest scenarios.
数字互动电视用户行为建模
在大型分布式系统开发中,系统性能评估面临着正确估计系统负载的挑战。当处理数字电视(包括地面、有线、卫星和IPTV)时,由于实验接入这些可操作广播网络的障碍,从实际部署场景中获得这种负载特性被证明是非常困难的。因此,研究人员通常使用模拟,对他的系统施加大致近似的工作量,过大或虚构,给潜在的服务提供商带来不确定性,以优化必要设备的设计。本文提出了一个简单实现的数学模型,能够表示数字电视用户的行为。该模型可以参数化,以表示模拟系统的不同行为状态,从而适应各种兴趣场景。
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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