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By postulating a pair of conditions for the simultaneous execution of processing tasks, rather simple resource constraints requiring a few extra binary variables are also derived.
The efficiency of the distribution and execution of processing on the Titan nodes is key to the computational performance of Titan applications, given the limited capabilities of most sensor nodes.
In addition, the execution of processing information, including the destruction of information that does not have to be left on the main server on a long-term basis, the destruction or anonymity of information that users do not desire to leave in the long term, and the calculation of statistical data.
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Rather, it should be viewed as instilling responsibility for the development and execution of data processing systems [8] such as services offered by cloud.
The preparation of existing real-world datasets for publication as high-quality semantic web data is a complex task that requires the concerted execution of a variety of processing steps using a range of different tools.
Somehow like F l u χ, this project attempts to reduce the number of executions of processing steps; however, it implies that the input/output datasets are repeated or intersected among each other.
It allows remote execution of complex processing flows completely designed and controlled by remote clients who are presented with mirror images of the server processing environment.
The MapReduce paradigm is probably the most widely adopted approach today to simplify the development and parallel execution of data processing jobs.
The execution of image processing, however, requires experience and is error-prone due to the need for a human operator to carry out interactive and repetitive processes.
The required increase in performance in support of such systems can be accomplished through an effective parallel execution of image processing applications in a distributed cluster computing environment.
Galaxy, a flexible and publicly available online platform, offers streamlined execution of consecutive processing steps to non-bioinformatics experts, thus providing a straightforward implementation of the first analysis stage [ 18- 20].
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