• The metadata indicates the file mapping of the DataNode.

    元数据说明DataNode的文件映射。

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  • Each node storing data will have a datanode daemon running.

    每个存储数据的节点运行一个datanode守护进程。

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  • When the load increases in a DataNode to the threshold level, it sends a request to the NameNode.

    当DataNode的负载增加到阈值级别时,它将向该NameNode发送一个请求。

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  • Then the client flushes the block of data from the local temporary file to the specified DataNode.

    客户端将本地临时文件flush到指定的 Datanode上。

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  • Each DataNode compares its own load amount with the sum of the load amount of its nearest neighbors.

    每个DataNode将自己负载量与其最近节点的负载量之和进行比较。

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  • It also accepts operation commands and determines which DataNode should perform the action and replication.

    它还接收操作命令并决定哪些DataNode应该执行操作和复制。

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  • The jobtracker also validates requested work and, if a datanode fails for some reason, reschedules the previous task.

    jobtracker还检查请求的工作,如果一个datanode由于某种原因失败,jobtracker会重新调度以前的任务。

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  • Loads are compared by the NameNode and then the details about the free-est neighbor nodes are sent to the specific DataNode.

    NameNode比较负载,然后将有关最空闲相邻节点的详细信息发送到特定的DataNode。

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  • But, due to the characteristics of distributed storage, there are "NameNode" and "DataNode," which take each of their responsibility.

    但是,由于分布式存储的性质,有“NameNode”和“DataNode”的概念,它们承担各自的责任。

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  • Finally, each cluster will have a single jobtracker that is responsible for scheduling work at the datanodes and a tasktracker per datanode that performs the actual work.

    最后,每个集群有一个jobtracker,它负责调度datanode上的工作。每个datanode有一个tasktracker,它们执行实际工作。

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  • When a file is closed, the remaining un-flushed data in the temporary local file is transferred to the DataNode. The client then tells the NameNode that the file is closed.

    当文件关闭时,在临时文件中剩余的没有flush的数据也会传输到指定的Datanode,然后客户端告诉Namenode文件已经关闭。

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  • The jobtracker daemon requests that the datanode perform the MapReduce job, which results in a considerable amount of output (smaller here, because you're only processing two files).

    jobtracker守护进程请求datanode执行MapReduce作业,这会产生相当多的输出(这里的输出比较少是因为只处理两个文件)。

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  • The DataNode does not create all files in the same directory. Instead, it USES a heuristic to determine the optimal number of files per directory and creates subdirectories appropriately.

    Datanode并不在同一个目录创建所有的文件,相反,它用启发式地方法来确定每个目录的最佳文件数目,并且在适当的时候创建子目录。

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  • The DataNode does not create all files in the same directory. Instead, it USES a heuristic to determine the optimal number of files per directory and creates subdirectories appropriately.

    Datanode并不在同一个目录创建所有的文件,相反,它用启发式地方法来确定每个目录的最佳文件数目,并且在适当的时候创建子目录。

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