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We propose a new, general model for this scheduling problem, and validate this model using cluster experiments.
This method complements 3D gas-phase cluster experiments by providing an approach for controlling solvation geometry and bonding via the molecular parameters of the monolayer.
Our cluster experiments with Montage and BLAST workflows, using up to 512 cores, show that MemFS has both better performance and better scalability than the state-of-the-art, locality-based file system, AMFS.
When compared to performance achieved with one Spark node (Fig. 10), performance in the cluster experiments is higher.
For cluster experiments, Amazon EC2 instances of type m3.2× large with 8 vCPUs and 32GB RAM were used for master and slaves.
Spark: memory allocation = 30 GB per worker/VM (1 node experiment), memory was divided evenly to Spark processes [tweet receiver, algorithms (Fig. 1)] in cluster experiments.
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SH designed the MySQL Cluster data model, ran the MySQL Cluster experiment and analyzed the MySQL Cluster results.
The results of this cluster experiment indicate that GFA method does work in gene cluster with finding cis-regulatory element in the same cluster.
Image clustering experiments are conducted to demonstrate the effectiveness of the proposed methods on several datasets and compared with some related works based on NMF together with k-means clustering method and PCA as baseline.
For the clustering experiments, two molecular fingerprints were developed by Scitegic's Pipeline Pilot software [26].
For the clustering experiments, two 2D fingerprint descriptors will be used which are developed by Scitegic's Pipeline Pilot [5].
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com