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Dynamic job scheduling system and method for supporting real-time stream data processing in distributed in-memory environment

机译:在分布式内存环境中支持实时流数据处理的动态作业调度系统和方法

摘要

In the dynamic job scheduling method in the dynamic job scheduling system for real-time stream data processing in the distributed in-memory environment of the present invention, when the stream data is input, the CPU usage, the size of the idle memory, A step of calculating a load of each node, a step of assigning priority to each node according to a load of each node, and performing static job scheduling to distribute the job, Managing the load information consumed by the load table in the load table and periodically checking the information of the load table to search for the cause of the load and determining the CPU usage, And redistributing the job through dynamic job scheduling. According to the present invention, it is possible to prevent a job delay and loss due to a load on a node and improve data processing performance.
机译:在本发明的分布式内存环境中用于实时流数据处理的动态作业调度系统中的动态作业调度方法中,当输入流数据时,CPU使用率,空闲存储器的大小A计算每个节点的负载的步骤;根据每个节点的负载为每个节点分配优先级;执行静态作业调度以分配作业的步骤;管理负载表中负载表所消耗的负载信息并定期检查负载表中的信息以查找负载原因并确定CPU使用率,并通过动态作业调度来重新分配作业。根据本发明,可以防止作业延迟和由于节点上的负载引起的丢失,并且可以改善数据处理性能。

著录项

  • 公开/公告号KR101886072B1

    专利类型

  • 公开/公告日2018-08-08

    原文格式PDF

  • 申请/专利权人 세림티에스지(주);

    申请/专利号KR20160175725

  • 发明设计人 유재수;전현욱;임종태;복경수;

    申请日2016-12-21

  • 分类号G06F9/50;

  • 国家 KR

  • 入库时间 2022-08-21 12:37:23

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