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Fig. 15 Architecture of the test client.
Architecture of the test client has been described in Fig. 15.
Tweets are loaded into Spark + Cassandra from the test client (S6, S7), which is followed by stopping/restarting of the test client (S8, S9).
During each test Statistics-component of the test client measured throughput within a 2 s interval (based on received latency reports), which was saved into a measurement file after completion of a test.
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The result of algorithms was transmitted to the test client as a response (AsterixDB: in HTTP 200 OK, Spark: in TCP connection).
In this case tweets were processed in Spark after reception, and the result of algorithm(s) was returned to the test client.
Figure 7 gives a detailed view of the communication between the test client and the server component running on the cloud instance.
The test client simulated generation of tweets and analytical queries, which were executed against the technologies under study.
A majority of the tested clients in the FGDs said that the reasons why they had decided to be tested included self-interest, initiated by health provider, and knowing that antiretroviral therapy is available.
The setup consisted of a test client, and the technologies under study.
In our earlier study on the willingness to screen for cervical cancer, the second most common reason for refusal of the test was related to client's religious belief and teaching [ 23].
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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