基于计算机技术的遥感大数据分布式管理系统设计

Design of Distributed Management System of Remote Sensing Big Data Based on Computer Technology

在分布式系统环境下,遥感大数据的有效管理和处理成为科研和应用领域急需解决的问题。分布式计算提供了一个理想的解决方案,它通过分散的计算资源间的共同工作来处理和管理大规模数据集。文中基于计算机技术研究了遥感大数据的分布式管理系统的设计,介绍了分布式计算的核心概念和设计原则,并分析了遥感大数据的特点,包括庞大的数据量、较快的更新速度以及类型的多样性。最后,详细设计了遥感大数据分布式管理系统,包含数据采集模块和数据处理模块,并通过技术测试验证了系统的有效性和实用性。

In the distributed system environment,it has become an urgent problem to be solved in the effective management and processing of remote sensing big data in scientific research and application fields.Distributed computing provides an ideal solution,which processes and manages large-scale data sets through the joint work among decentralized computing resources.This paper studies the design of a distributed management system for remote sensing big data based on computer technology,introduces the core concepts and design principles of distributed computing,and analyzes the characteristics of remote sensing big data,including huge data volume,fast update speed and type diversity.Finally,a remote sensing big data distributed management system is designed in detail,including data collection module and data processing module,and the effectiveness and practicality of the system are verified by technical tests.