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In many realistic situation, a job processed later consumes more time than the same job when it is processed earlier, this phenomenon is known as deteriorated effect.
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The Twitter job processes 1.2 GB tweets and identifies all unique mentioned and tagged friends per user, while the Sort job sorts 5 GB of randomly generated data (for more information about the jobs see Section 6).
MRT is computed on all jobs processed in a given interval, here, the total simulation time.
(18) Fig. 5 Aggregated task view of 419 MTC jobs processed by a HPC cluster.
Figure 4 Head to head comparison of MCS jobs processed by SMSD and CDK-MCS.
All these test cases were run on EBI farm nodes (processor speed varies across the nodes) with an average of 300 jobs processed in parallel.
Four jobs processed 195 files each, and the fifth processed the remaining 220 files.
Assuming that the user's jobs process large datasets, there will be many I/Os which will lead to a larger cost.
Typically map-reduce jobs process data chunks in line-based text format, where identifying entries is simple as line boundaries are denoted by newline characters.
This necessitated greater standardization of parts and job processes because of the complexity of the product.
The process manufacturing consists of data preparation, build job process, and process finishing product.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com