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The data retrieval time in the key-value model varies more widely due to the different read operations, Random Read and Scan, and also the Scan range in different cases, as shown in Figure 3.
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Data-retrieval time is thus reduced dramatically.
In this way, the tune-in time can be reduced to the initial index probe time plus the data-retrieval time.
The average data retrieval response time in SOS+CSW mode is 17.6% of that of the SOS-alone mode.
Since some of the datasets needed for Allie are large (about one gigabyte) and since data retrieval takes time, the datasets are cached in the main memory of the Allie server.
With the possibility of equipment loss by patient, rental of hardware and software for data retrieval, staff time, bed days, and the cost to encourage patients to return the cap, MEMS studies require large funds to complete.
These can lead to incorrect data retrieval and incur time overhead to fix.
Incorrect identification of relationship type can lead to wrong data model which can result in incorrect data retrieval and will incur time overhead to fix.
The proposed model aims to enhance the performance of the healthcare systems by reducing the stakeholders' request execution time, optimizing the required storage of patients' big data and providing a real-time data retrieval mechanism for those applications.
In addition, the system efficiency regarding real-time data retrieval is greatly improved by 5.2%.
GraphQL is a data query language and server-side runtime that allows for real-time data retrieval and dynamic query execution, according to Tara Walker (the technical evangelist who wrote the blog post for Amazon that I halfway understand).
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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