We executed the analysis 25 times.
If the designer can execute the analysis himself, he does not depend on the availability of a risk analysis expert.
The ART architectures present plasticity and stability characteristics, which are very important for the training and to execute the analysis in a fast way.
Apache Spark6 is only available for Java, Scala, Python, and R. The Big Data frameworks typically execute the analysis routines where the data is, because of the huge amount of data that is too expensive to move.
Its main idea is to partially execute the analysis of observation data on the chip; in consequence, more information and less data is sent to the attached host PC.
We first execute the analysis using MapReduce with blocks randomly stored by default on HDFS, and then re-execute the same program again after the blocks are distributed across the nodes using RBBD and we got the comparison results shown in Fig. 8.
For the computations, we suppose that the lookup process takes T l seconds to execute, the analysis process takes T a seconds, and each thread incurs a context switch of c a seconds, while thread creation and destruction overheads can be ignored as they are in the order of microseconds [32].
The first two authors (RDO, JL-S) conceived and executed the analysis, and drafted the manuscript.
ES organised and attended all the focus groups, executed the analysis and wrote the paper.
