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Many implementations discard most of this information in order to reduce demands on storage capacity and disk writing throughput.
We choose the maximum time of the local disk writing time and the local clusters writing time as the reduce output writing time (Eq. (15)).
With popular commodity hard disk and SSD nowadays, sequential disk writing has the best performance [7, 22] so the strategy for the new key-value store is to support sequential data writing, and minimize number of disk seeks in every operation.
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The local disk writing time of a copy is equal to the average amount of data written to the local disk in each node divided by the disk write speed (Eq. (16)).
Sysbench [23] file benchmarks can be utilized to measure the disk write latency.
The disk write speed is obtained by Bonnie++ [17], a tool for disk I/O performance test.
For instance, the number of VMs needed is often proportional to the increased count of the application visits/requests, network in/out volumes, disk write operations, etc.
In a teaching environment the use of virtual PCs is useful if no hardware based hard disk write protection is in use.
One possible solution would be check for disk contention as well in addition to bus contention, since these applications are associated with disk writes (for e.g., storing the media file or the computed results on disk).
The curves of these mechanisms had the same trend with the ones in Fig. 4, which indicated that the throughput of transactions determined the data volume of disk writes and the flushing committed LSN could not inconspicuously increase the size of data written to the disk.
The results of this experiment show, based on both the graphical and statistical data analysis of the SNR, that the Time of CC system up while a Job MapReduce application is executed in our cluster has the most influence in the hard disk written.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com