基于云计算的船舶监控系统设计

Design of ship monitoring system based on cloud computing

随着我国船运事业的发展,船舶监控系统的数据采集规模越来越大,系统处理数据的能力急剧下降,系统运行效率明显降低,已经无法满足监控系统对实时性的要求。随着云计算技术的发展,为海量数据处理提供了新的研究方向。利用云计算技术的集群方式,获得大量的计算资源和并行计算能力,从而提高对大规模数据的处理效率。本文设计了基于云计算环境的船舶监控系统,研究现有的分布式查询算法,提出基于TA算法和直方图策略的ITA改进算法,并进行仿真实验。

With the development of shipping industry, the data of ship monitoring system is increasing,and the operating efficiency of the system is significantly lower. With the development of cloud computing technology,it provides a new research direction for mass data processing. By using cloud computing technology,a large number of computing resources and parallel computing capabilities are obtained,which can improve the processing efficiency of large scale data. This paper designs a ship monitoring system for cloud computing and proposes an ITA algorithm base on TA algorithm and histogram.