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Volume 46, Issue 1March 2021
Reflects downloads up to 03 Oct 2024Bibliometrics
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SECTION: Best of EDBT 2019
research-article
Scotty: General and Efficient Open-source Window Aggregation for Stream Processing Systems
Article No.: 1, Pages 1–46https://doi.org/10.1145/3433675

Window aggregation is a core operation in data stream processing. Existing aggregation techniques focus on reducing latency, eliminating redundant computations, or minimizing memory usage. However, each technique operates under different assumptions ...

SECTION: Best of ICDT 2019
research-article
Constant-Delay Enumeration for Nondeterministic Document Spanners
Article No.: 2, Pages 1–30https://doi.org/10.1145/3436487

We consider the information extraction framework known as document spanners and study the problem of efficiently computing the results of the extraction from an input document, where the extraction task is described as a sequential variable-set ...

SECTION: Regular Papers
research-article
An Empirical Study of Moment Estimators for Quantile Approximation
Article No.: 3, Pages 1–21https://doi.org/10.1145/3442337

We empirically evaluate lightweight moment estimators for the single-pass quantile approximation problem, including maximum entropy methods and orthogonal series with Fourier, Cosine, Legendre, Chebyshev and Hermite basis functions. We show how to apply ...

research-article
Public Access
Evaluation of Machine Learning Algorithms in Predicting the Next SQL Query from the Future
Article No.: 4, Pages 1–46https://doi.org/10.1145/3442338

Prediction of the next SQL query from the user, given her sequence of queries until the current timestep, during an ongoing interaction session of the user with the database, can help in speculative query processing and increased interactivity. While ...

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