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This means that the computation can be efficiently parallelized and distributed to a cluster of machines.
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It employs the MapReduce paradigm to divide the computation tasks into parts that can be distributed to a commodity cluster and therefore, provides horizontal scalability [2] [9].
The MATLAB codes for stochastic models are distributed to a high-performance computer cluster consisting of one master node and 96 slave nodes to achieve parallel computation that simulates responses in multiple single cells simultaneously.
The gene cluster level is the number of the genome that distribute to a certain cluster.
Since a central random number generator whose output is distributed to each cluster incurs a large communication overhead, we propose to use identical pseudo-number generators in all clusters and initialize those with the same seed, thereby ensuring that all clusters perform the same (re)sampling (cf. with [24] and [26]).
The NetEvent API allows for services to be written and distributed to nodes within a private cluster.
A self-administered mail-back questionnaire was developed and distributed to 322 households using a multistage cluster sampling strategy; 179 questionnaires were returned (55.6%).
Without loss of generality, we assume that all MTs are uniformly distributed around a cluster head, assumed to be the first MT, within a range radius of 50 m.
In addition, two double and two triple AFLP-derived STS markers were mapped to four loci at which no AFLP marker was tagged, suggesting that AFLP-derived STS markers also tended to be distributed in a clustering fashion as the AFLP markers do.
However, workflows for NGS have been made public that use a specific queuing system to distribute jobs to a computational cluster.
While the experiment was successful as a proof of concept to use a distributed Hadoop-based cluster to implement Naïve Bayes classifier, it could only classify an average of 434 packets per minute.
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