As can be seen, for workflow runs 1 and 2, Swift is approximately 20%% slower in makespan and 16%% slower in the case of workflow run 3.
In the case of workflow changes, the model maintenance only requires editing the imodel.py file, as described in the model customization above.
In the case of workflows the data classification might be applied to form templates.
This can substantially increase the availability of shared resources and greatly improve backward recovery for workflow applications in case of failures.
Indeed, even if the initial DNA walking workflow remains simple, in case of matrices containing several GMOs, harbouring the same targeted element, the purification of the potential numerous amplicons excised from the electrophoresis gel and the subsequent Sanger sequencing could be cumbersome.
The last workflow keeps functional and relational analyses up to date: updates are made in case of new genomic entries, primary databank releases or new software versions.
An initial proposal for the particular case of workflows and based on multi-agent systems was presented in [114].
In the case of HOTSAT, the workflow is completed by an observatory-based remote sensing and modeling group which has five members: the same number as the total staff at OVPF charged with monitoring.
In the case of isomer transformation (workflow RetroPath2.0-Mods-isomer-transformation, "Isomer enumeration" and "Virtual screening in the chemical space" section) the initial source set is composed of a molecule that is filled with the appropriate number of hydrogens using the RDKit KNIME node Add Hs.
In the case of isomer augmentation (workflow RetroPath2.0-Mods-isomer-augmentation, "Isomer enumeration" sections) the initial source set is composed of a single carbon atom and the rule used is R 1 in Fig. 1, since it is the only rule that will produce acyclic molecules.
