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The intermediate data from the mapper nodes is passed to the appropriate reducer based on the key.
Spark Streaming, a popular tool for processing live data streams, offers a good divide-and-conquer solution, where data stream is split into batches that are then processed in parallel by mappers, and the intermediate data from the mappers are finally reduced by reducers.
When (Map_{0}) finishes processing its input, (Reduce_{0}) and (Reduce_{1}) start collecting intermediate data from (Map_{0}), and start the execution of the reduce function when all map tasks of iteration i+1 complete their execution (e.g., (Map_{1})).
Raw input ESTs, intermediate data (from the pre-processing analysis) as well as transcript assembly data and annotation information were stored in a MySQL relational database whose structure reproduces the one described in [ 12].
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There are seven native accelerator ports in each direction that push and receive this intermediate data to and from external storage, with each port being 4-bytes wide.
During the systolic-array based operation of the PEs, there are seven pieces of intermediate data that flow from one pipeline-stage to the next.
Another limitation of our Monte Carlo method is the computer storage required for intermediate data that pass from the simulations to the construction of the Jacobian matrix.
All proposed methods are based on intermediate data, which can be generated from genome structures under study and used as an input for network construction algorithms.
This means that only one copy of the intermediate data (i.e., map outputs) is transferred from mappers to reducers.
Distance matrix is a common kind of intermediate data which allows building phylogenetic trees and networks from different raw data using the same algorithms.
All temporary data, intermediate data and both input and output files were read from and written to a tmpfs, i.e. a virtual filesystem in main memory.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com