首页> 外文会议>International Conference on Modeling and Applied Simulation >AGENT-MODEL BASED ON FLAME GPU FOR ASSESSING PUPAL PRODUCTIVITY OF THE TRANSMITTING VECTOR OF AEDES AEGYPTI INFECTIOUS DISEASES
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AGENT-MODEL BASED ON FLAME GPU FOR ASSESSING PUPAL PRODUCTIVITY OF THE TRANSMITTING VECTOR OF AEDES AEGYPTI INFECTIOUS DISEASES

机译:基于火焰GPU的代理模型评估AEGYPTI传染病透射载体的蛹生产力

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摘要

Dengue, Zika and chikungunya are among the infectious diseases that have emerged in recent years. The common denominator to these three is their transmitting vector: the Aedes aegypti mosquito. Due to sanitary reasons, it is highly important that the vector for transmitting these diseases be controlled through the implementation of strategies specifically designed for each situation. In this article, the creation of an agent-based simulation model that allows assessing control strategies and policies through parallel computing on GPU is proposed. High Performance Computing is necessary due to the large volume of data that has to be processed (hundreds of thousands of agents) to obtain results within an acceptable time frame. Model validation was done at small scale with an analogous model on CPU and NetLogo and using data from an real system. In this article, the implementation, scalability and potential of this model as decision support system (DSS) are presented.
机译:登革热,Zika和Chikungunya是近年来出现的传染病之一。这三个的共同分母是他们的传播载体:AEDES AEGYPTI蚊子。由于卫生原因,非常重要的是,通过实施专门为每种情况设计的策略来控制用于传递这些疾病的载体非常重要。在本文中,提出了创建基于代理的仿真模型,允许通过在GPU上并行计算来评估控制策略和策略。由于必须处理的大量数据(数十万代理)以获得可接受的时间帧中的结果,因此需要高性能计算。模型验证以小规模与CPU和NetLogo的类似模型,并使用真实系统的数据。在本文中,提出了作为决策支持系统(DSS)的该模型的实现,可扩展性和潜力。

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