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unreleased documentation for <!-- -->Apache Submarine<!-- --> <b>master 🏃</b> version.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/zh-cn/docs/community/Resources">latest version</a></b> (<!-- -->0.8.0<!-- -->).</div></div><div class="docItemContainer_vinB"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_Xlws" aria-label="breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a class="breadcrumbs__link" href="/zh-cn/">🏠</a></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item"><span class="breadcrumbs__link" itemprop="item name">Community</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="item name">Resources</span><meta itemprop="position" content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: master 🏃</span><div class="theme-doc-markdown markdown"><header><h1>Resources</h1></header><p>This document contains some resources that may help you understand more about Submarine.</p><h1>Conferences</h1><ul><li><p><strong><a href="https://dl.acm.org/doi/abs/10.1145/3517207.3526984" target="_blank" rel="noopener noreferrer">Apache submarine: a unified machine learning platform made simple</a> at EuroMLSys '22</strong></p><ul><li><p><strong>ABSTRACT</strong></p><p>As machine learning is applied more widely, it is necessary to have a machine-learning platform for both infrastructure administrators and users including expert data scientists and citizen data scientists <!-- -->[24]<!-- --> to improve their productivity. However, existing machine-learning platforms are ill-equipped to address the "Machine Learning tech debts" <!-- -->[36]<!-- --> such as glue code, reproducibility, and portability. Furthermore, existing platforms only take expert data scientists into consideration, and thus they are inflexible for infrastructure administrators and non-user-friendly for citizen data scientists. We propose Submarine, a unified machine-learning platform, and takes all infrastructure administrators, expert data scientists, and citizen data scientists into consideration. Submarine has been widely used in many technology companies, including Ke.com and LinkedIn. 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