November 2017
Beginner to intermediate
290 pages
7h 34m
English
book
Learning Apache Apex
by Ananth Gundabattula, Thomas Weise, Munagala V. Ramanath, David Yan, Kenneth Knowles
Content preview from Learning Apache Apex
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Partitioning and how it works
As the volume of incoming data increases, it can overwhelm the processing capabilities of the application resulting in increasing latencies and reduced throughput. It is rarely the case that the resources of the entire application are inadequate; instead, a careful analysis often reveals one or more bottlenecks. Addressing these bottlenecks will often resolve the problem. If the input data rate continues to increase, it may again cross the processability threshold, at which point the analysis must be repeated to find and resolve the new bottlenecks.
The modus operandi for addressing a bottleneck can take several forms, depending on the nature of the application, its configuration, the cluster environment, and ...
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