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CitusDB claims a 2x increase in query times and a data read reduction time of 10x.
To retrieve a particular image from a large scale image database, users can be frustrated by the long query times.
TV status query (times) Contents list query (times) Contents delivery (1 Mbytes) Total energy consumption (mA) RF4CE + Wi-Fi With Zero-configuration 2 (RF4CE) 2 (RF4CE) 447 (Wi-Fi) 97,991.8 Wi-Fi only 2 2 447 98,769.0 Bluetooth + Wi-Fi 2 (BT) 2 (BT) 447 (Wi-Fi) 98,121.0.
For SQL-on-Hadoop engines, this can mean faster query times and increased performance, as experienced by Baidu as they adopted Alluxio to speed up their analytical data processing.
The faster query times decreases the effort and time needed to do a search.
However, query times and computational resources required to perform such queries will be additive in the number of datasets queried.
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Query (time)–(# occ).
d XLYL query time cost.
e XLYR query time cost.
f XRYR query time cost.
The query time increases with increasing k.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com