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althausLuca authored Aug 9, 2024
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<div class="row">
<div class="col-md-12">
<div class="page-header">
<h1><strong>SEER</strong>
<small>An End-to-End Toolkit to Evaluate Time Series Database Systems</small>
<h1>
<small>End-to-End Toolkit to Evaluate Time Series Database Systems</small>
</h1>
</div>
<p>
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<div class="row">
<div class="col-md-8">
<hr>
<h3><strong>TSM-Bench</strong></h3>
<h3><strong>SEER</strong></h3>

<a href="https://dl.acm.org/doi/pdf/10.14778/3611479.3611532">TSM-Bench</a>
<!-- <a href="https://dl.acm.org/doi/pdf/10.14778/3611479.3611532">TSM-Bench</a>
is a new evaluation benchmark specifically designed for time series data used
in monitoring applications. TSM-Bench packs several salient features
into a comprehensive framework that includes: (1) Generation mechanism of large and multiple realistic time
series based on seed data collected from real-world applications; (2) A suite
of fundamental queries found in common workloads, serving as
building blocks for more complex time series analytical operations;
(3) Various realistic workloads that support dynamic query variability.
(3) Various realistic workloads that support dynamic query variability.
-->

SEER is an online tool for evaluating the performance of seven Time Series Database Systems (TSDBs) using
a mixed set of workloads.
The tool builds upon our
<a href="https://dl.acm.org/doi/pdf/10.14778/3611479.3611532">TSM-Bench</a> benchmark.
SEER implements an end-to-end pipeline for database benchmarking,
from data generation and workload evaluation to feature contamination.


<hr>
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</div>
<hr>

{# <h3><strong>Publications</strong></h3>#}
{##}
{# <ol>#}
{# <li>Abdelouahab Khelifati, Mourad Khayati, Anton Dignös, Djellel Difallah, and Philippe#}
{# Cudré-Mauroux.<strong>“TSM-Bench: Benchmarking Time Series Database Systems for Monitoring#}
{# Applications.” </strong> In <i>Proceedings of the VLDB Endowment</i>, Vol. 16, 2023#}
{# </li>#}
{# </ol>#}
<h3><strong>Publications</strong></h3>

<ol>
<li>Abdelouahab Khelifati, Mourad Khayati, Anton Dignös, Djellel Difallah, and Philippe
Cudré-Mauroux.<strong>“TSM-Bench: Benchmarking Time Series Database Systems for Monitoring
Applications.” </strong> In <i>Proceedings of the VLDB Endowment</i>, Vol. 16, 2023
</li>
<li>Luca Althaus, Mourad Khayati,Abdelouahab Khelifati, Anton Dignös, Djellel Difallah, and Philippe
Cudré-Mauroux.<strong>“SEER: An End-to-End Toolkit for Benchmarking Time Series
Database Systems in Monitoring Applications.” </strong> In <i>Proceedings of the VLDB Endowment</i>, Vol. 17, 2024
</li>
</ol>
</div>
</div>
</div>


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