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Third, we introduce a compact storage design based on graph compression schemes and propose the corresponding encoding and decoding hardware to reduce the data volume transferred between the processing engines and external memory.
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York-PPP was developed based on the processing engine used by the online CSRS-PPP service (NRCan, 2015).
The processing engine uses Sun Grid Engine (SGE) to schedule and manage jobs on a compute cluster.
The steps of a pipeline are described in XML that is read by the processing engine.
For a complete look at how the tools and engines fit together, Fig. 4 illustrates the relationships between processing engines, machine learning frameworks, and the algorithms they implement.
In the "Data processing engines" section, we discuss the differences between batch processing, which works on historical data, and stream processing, which analyzes the data in real-time as it is generated.
The "Data processing engines" section examines different data processing paradigms and outlines criteria for evaluation.
The query processing engines in traditional DBMSs are designed with only simple aggregate queries in mind.
The interface has two processing engines, one for the transmission and the other for receiving side.
It should be noted that the results do not suggest that Flink is superior to the other distributed processing engines.
Oozie [35], a workflow scheduler, manages jobs for many of the tools in the processing layer, including processing engines, Pig, Sqoop, and Hive, among others.
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