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Moreover, key features of any validation method should be scalability (that is, the capacity to be adapted for low-, morerate-, or high-throughput needs), reproducibility, and the requirement for minimal amounts of precious clinical sample as input material.
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In short, our results suggest that coordination and awareness tools should be designed for scalability.
In our special situation (large numbers of students supervised by small numbers of staff) an important further requirement is scalability: Different projects should be easily comparable while allowing for different tasks for different teams to reduce the risk of plagiarism.
It should be noted that the scalability of genotypic complexity does not automatically lead to the scalability of phenotypic complexity that is not defined in the paper.
Since cloud computing environments adapt virtualization technology [20], scalability should be considered enabling large-scale distribution [21].
Scalability should be looked at in both directions, as some of the best tools for big data perform poorly on small data, and vice versa.
visual fidelity should be maximized subject to scalability and interactivity considerations, environmental effects impact user perception and should be modeled, when possible (and practical) the visualization should reflect the appearance of movers, coherence between the video and the 3D visualization mitigate cognitive dissonance, so discrepancies should be minimized.
Thus, providing the underlying data store is organized optimally (as it would need to be with the alternative servers), then similar performance and scalability should be achievable regardless of the DAS server used.
Scalability This should be considered with regards to both the size and complexity of the data.
The lesson here is that there are many paths to scalability, and CTOs should be suspicious of their tendency to overreach using the shiny new thing.
Scalability: The platform should be able to handle to large amount of profile information that is available about all the staff members and patients currently in the hospital.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com