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Approximate Distance Oracles and Compact Routing, that introduced new data structures, algorithms and techniques for approximate queries on graphs [INFOCOM'11, PODC'13, SODA'13].
Some of these include support for approximate queries on data streams using sketches, support for a rich SQL interface on data streams, and lower level performance improvements via file consolidation and memory pooling.
"And Approximate Queries is a really powerful set of analytics that we've added that allow you to do data discovery a lot faster and free up compute resources". Oracle Autonomous Data Warehouse Cloud also comes with an extensive library of machine learning algorithms which are set to become the cornerstone of the next level of business-driven, analytical innovation.
Approximate queries are graphs containing wildcard structures.
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We present an approximate query answering algorithm for the Probabilistic Logic Programming language CP-logic.
The partial read operation is a data retrieval operation required for approximate query processing in peer-to-peer databases.
In this thesis, we present BlinkDB, a massively parallel, approximate query engine for running interactive SQL queries on large volumes of data.
In this paper, we present BlinkDB, a massively parallel, approximate query engine for running interactive SQL queries on large volumes of data.
In this demonstration, we present BlinkDB, a massively parallel, sampling-based approximate query processing framework for running interactive queries on large volumes of data.
Some forms of data corruption, such as duplication, can affect sampling probabilities, and thus, new techniques have to be designed to ensure correctness of the approximate query results.
The system uses the state of the art in approximate query processing techniques to build a novel framework for progressive data analysis.
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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