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It aims to deliver exact query answers by making the best effort through heterogeneous-grained adaptations with the goal to meet users' QoS requirements.
However, they only support exact query answering.
On the other hand, flexible query answering offers mechanisms to intelligently answer user queries going beyond conventional exact query answering.
In general, any flexible query answering approach incurs a certain performance overhead compared to exact query answering.
The search button, which users now will be pressing less often, will now take over the function of showing results for the EXACT query.
Molecular data used in the benchmarks are publicly available from the PubChem database; exact query sets, datasets and CIDs of the molecules that were randomly selected for the benchmarks described in the paper are published on the project web site.
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It deals with both exact queries and approximate ones, in which wildcards are used to match unspecified number of elements.
Our paper "Exact cardinality query optimization with bounded execution cost" by Immanuel Trummer was accepted at SIGMOD 2019!
The problem is the authors think it's through some kind of formula: that it's about platform or the exact right query letter.
Exact: the query term must match an attribute perfectly.
Using a suffix array, exact string queries can be answered in O(m log n) time, where m is the length of the query, instead of O(m+ n) time without a suffix array.
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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