Positive control transcripts, i.e. spike-in transcripts complementary to the standard control probes on microarray, were added to high quality total RNA samples and common biological reference (RNA Integrity Number [RIN] > 9.6) using the Agilent RNA Spike-In Kit for monitoring the microarray workflow.
Workflow execution engine in GeoJModelBuilder is implemented to execute workflows, monitor the runtime status, and record the provenance.
By using customized monitoring plan and proactive monitoring process, the workflow monitoring activities can be executed flexibly and efficiently.
A role-based collaborative workflow is tightly integrated with domain experts and services to streamline and monitor the life-cycle of a research project.
Therefore our project will closely monitor the introduction of the CDSS to facilitate timely recognition if problems of acceptance, hardware, software, or workflow hinder the implementation.
Moreover, scientific workflows may include support for monitoring the execution of workflows in real time, recording the processing history and allocation in distributed execution environments, and managing scientific data [ 34].
The central panel displays the input form for the different analysis steps, while at the bottom a graphical representation of the workflow allows easily monitoring the elements and structure of the Analysis.
With robust Z′ scores of more than 0.7, these two high-throughput assays for LDH are both label free and complementary to each other in the HTS workflow by monitoring the activities of the compounds on each half of the LDH redox reaction.
Employees can focus on their strengths, which is labor, while connected algorithms in the background can monitor equipment, improve workflow efficiency, provide safe-checks in place in case of equipment failure, early maintenance checks, and much more.
