Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: IDEBench: A Benchmark for Interactive Data Exploration   Existing benchmarks for analytical database systems such as TPC-DS and TPC-H
are designed for static reporting scenarios. The main metric of these
benchmarks is the performance of running individual SQL queries over a
synthetic database. In this paper, we argue that such benchmarks are not
suitable for evaluating database workloads originating from interactive data
exploration (IDE) systems where most queries are ad-hoc, not based on
predefined reports, and built incrementally. As a main contribution, we present
a novel benchmark called IDEBench that can be used to evaluate the performance
of database systems for IDE workloads. As opposed to traditional benchmarks for
analytical database systems, our goal is to provide more meaningful workloads
and datasets that can be used to benchmark IDE query engines, with a particular
focus on metrics that capture the trade-off between query performance and
quality of the result. As a second contribution, this paper evaluates and
discusses the performance results of selected IDE query engines using our
benchmark. The study includes two commercial systems, as well as two research
prototypes (IDEA, approXimateDB/XDB), and one traditional analytical database
system (MonetDB).

2
The categories of this paper are: math
24
The categories of this paper are: dg-ga
25
The categories of this paper are: patt-sol
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The categories of this paper are: stat
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The categories of this paper are: chao-dyn
0
The categories of this paper are: hep-ph
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The categories of this paper are: nucl-th
9
The categories of this paper are: nlin
19
The categories of this paper are: eess
14
The categories of this paper are: math-ph
5
The categories of this paper are: gr-qc
27
The categories of this paper are: comp-gas
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The categories of this paper are: acc-phys
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The categories of this paper are: adap-org
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The categories of this paper are: q-fin
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The categories of this paper are: physics