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To optimize the efficiency, the data processing tasks can be moved from one node to another.
Most of the data-processing tasks involved data cleaning.
It also permits one to control the order in which data processing tasks are executed.
Salesforce has its work cut out for it, but it believes it can help simplify a complex set of big data processing tasks related to the Internet of Things.
A complex data processing task always needs multiple bolts.
Simple data processing, integration, and analytics tools do not meet the needs of complex ITS data processing tasks.
Not all data processing tasks are the same, though, and sometimes you may want to run a task in the cloud or on premise or on different processing engines.
In other words, it can potentially simplify highly complex data processing tasks to start working with the raw data almost immediately using SQL queries.
Examples of such applications include distributed data processing on partitioned datasets (Figure 1), which requires affinity of data processing tasks with tasks that, for instance read a partition of a CSV file.
"It automates repetitive data processing tasks that people normally do in Excel.
Spark's functionality for handling advanced data processing tasks such as real time stream processing and machine learning is way ahead of what is possible with Hadoop alone.
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