Performance

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#454545">more</span> | <span style="color: #454545">all</span> </div> <dl id='articles'> <h3>New submissions (showing 1 of 1 entries)</h3> <dt> <a name='item1'>[1]</a> <a href ="/abs/2503.16332" title="Abstract" id="2503.16332"> arXiv:2503.16332 </a> [<a href="/pdf/2503.16332" title="Download PDF" id="pdf-2503.16332" aria-labelledby="pdf-2503.16332">pdf</a>, <a href="https://arxiv.org/html/2503.16332v1" title="View HTML" id="html-2503.16332" aria-labelledby="html-2503.16332" rel="noopener noreferrer" target="_blank">html</a>, <a href="/format/2503.16332" title="Other formats" id="oth-2503.16332" aria-labelledby="oth-2503.16332">other</a>] </dt> <dd> <div class='meta'> <div class='list-title mathjax'><span class='descriptor'>Title:</span> A Dataset of Performance Measurements and Alerts from Mozilla (Data Artifact) </div> <div class='list-authors'><a href="https://arxiv.org/search/cs?searchtype=author&query=Besbes,+M+B">Mohamed Bilel Besbes</a>, <a href="https://arxiv.org/search/cs?searchtype=author&query=Costa,+D+E">Diego Elias Costa</a>, <a href="https://arxiv.org/search/cs?searchtype=author&query=Mujahid,+S">Suhaib Mujahid</a>, <a href="https://arxiv.org/search/cs?searchtype=author&query=Mierzwinski,+G">Gregory Mierzwinski</a>, <a href="https://arxiv.org/search/cs?searchtype=author&query=Castelluccio,+M">Marco Castelluccio</a></div> <div class='list-subjects'><span class='descriptor'>Subjects:</span> <span class="primary-subject">Performance (cs.PF)</span> </div> <p class='mathjax'> Performance regressions in software systems can lead to significant financial losses and degraded user satisfaction, making their early detection and mitigation critical. Despite the importance of practices that capture performance regressions early, there is a lack of publicly available datasets that comprehensively capture real-world performance measurements, expert-validated alerts, and associated metadata such as bugs and testing conditions. <br>To address this gap, we introduce a unique dataset to support various research studies in performance engineering, anomaly detection, and machine learning. This dataset was collected from Mozilla Firefox's performance testing infrastructure and comprises 5,655 performance time series, 17,989 performance alerts, and detailed annotations of resulting bugs collected from May 2023 to May 2024. By publishing this dataset, we provide researchers with an invaluable resource for studying performance trends, developing novel change point detection methods, and advancing performance regression analysis across diverse platforms and testing environments. The dataset is available at <a href="https://doi.org/10.5281/zenodo.14642238" rel="external noopener nofollow" class="link-external link-https">this https URL</a> </p> </div> </dd> </dl> <div class='paging'>Total of 1 entries </div> <div class='morefewer'>Showing up to 2000 entries per page: <a href=/list/cs.PF/new?skip=0&show=1000 rel="nofollow"> fewer</a> | <span style="color: #454545">more</span> | <span style="color: #454545">all</span> </div> </div> </div> </div> </main> <footer style="clear: both;"> <div class="columns is-desktop" role="navigation" aria-label="Secondary" style="margin: -0.75em -0.75em 0.75em -0.75em">  <div class="column" style="padding: 0;"> <div class="columns"> <div class="column"> <ul style="list-style: none; line-height: 2;"> <li><a href="https://info.arxiv.org/about">About</a></li> <li><a href="https://info.arxiv.org/help">Help</a></li> </ul> </div> <div class="column"> <ul style="list-style: none; line-height: 2;"> <li> <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512" class="icon filter-black" role="presentation"><title>contact arXiv</title><desc>Click here to contact arXiv</desc><path d="M502.3 190.8c3.9-3.1 9.7-.2 9.7 4.7V400c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V195.6c0-5 5.7-7.8 9.7-4.7 22.4 17.4 52.1 39.5 154.1 113.6 21.1 15.4 56.7 47.8 92.2 47.6 35.7.3 72-32.8 92.3-47.6 102-74.1 131.6-96.3 154-113.7zM256 320c23.2.4 56.6-29.2 73.4-41.4 132.7-96.3 142.8-104.7 173.4-128.7 5.8-4.5 9.2-11.5 9.2-18.9v-19c0-26.5-21.5-48-48-48H48C21.5 64 0 85.5 0 112v19c0 7.4 3.4 14.3 9.2 18.9 30.6 23.9 40.7 32.4 173.4 128.7 16.8 12.2 50.2 41.8 73.4 41.4z"/></svg> <a href="https://info.arxiv.org/help/contact.html"> Contact</a> </li> <li> <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512" class="icon filter-black" role="presentation"><title>subscribe to arXiv mailings</title><desc>Click here to subscribe</desc><path d="M476 3.2L12.5 270.6c-18.1 10.4-15.8 35.6 2.2 43.2L121 358.4l287.3-253.2c5.5-4.9 13.3 2.6 8.6 8.3L176 407v80.5c0 23.6 28.5 32.9 42.5 15.8L282 426l124.6 52.2c14.2 6 30.4-2.9 33-18.2l72-432C515 7.8 493.3-6.8 476 3.2z"/></svg> <a href="https://info.arxiv.org/help/subscribe"> Subscribe</a> </li> </ul> </div> </div> </div>   <div class="column" style="padding: 0;"> <div class="columns"> <div class="column"> <ul style="list-style: none; 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Performance