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<!DOCTYPE html>
<html lang='en'>
<head>
<meta charset='utf-8'>
<meta name="viewport" content="width=device-width, initial-scale=1">
<meta name='description' content='Personal webpage of Emre Ates.'>
<title>Emre Ates</title>
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gtag('js', new Date());
gtag('config', 'UA-134431877-1');
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<link rel="stylesheet" href="https://unpkg.com/[email protected]/build/pure-min.css"
integrity="sha384-nn4HPE8lTHyVtfCBi5yW9d20FjT8BJwUXyWZT9InLYax14RDjBj46LmSztkmNP9w"
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<link rel="stylesheet" href="https://unpkg.com/[email protected]/build/base-min.css">
<link rel='stylesheet' href='./assets/css/main.css'>
</head>
<body>
<div id="layout">
<!-- Menu toggle -->
<a href="#menu" id="menuLink" class="menu-link">
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<span></span>
</a>
<div id="menu">
<div class="pure-menu">
<a class="pure-menu-heading" href="#">Emre Ates</a>
<ul class="pure-menu-list">
<li class="pure-menu-item menu-item-divided pure-menu-selected">
<a href="./index.html" class="pure-menu-link">Home</a>
</li>
<li class="pure-menu-item"><a href="#pubs" class="pure-menu-link">Publications</a></li>
<li class="pure-menu-item"><a href="./CV/emreates_cv.pdf" class="pure-menu-link">Resume</a></li>
<li class="pure-menu-item"><a href="#contact" class="pure-menu-link">Contact</a></li>
</ul>
</div>
</div>
<div id="main">
<div class="header">
<h1>Personal webpage of Emre Ates</h1>
<h2>Software Engineer at Google</h2>
</div>
<div class="content with-sidebar">
<div>
<img src="./photo.jpg" alt="My photo" style="float:center" height=200 hspace="20" vspace="20">
</div>
<div>
<h2 class="content-subhead">
Hi, I'm a software engineer for YouTube. </br>
<a href="./CV/emreates_cv.pdf">Click here for my CV</a>.
</h2>
<p>
I'm currently working on video encoding software at Google. </br>
<a href="publications/dissertation.pdf">My PhD</a> was on applying machine learning and other automated
techniques to solve problems in computer systems.
</p>
</div>
</div>
<div class="content" id="pubs">
<h2 class="content-subhead">Publications</h2>
<ul>
<li>
<a href="publications/toslali_SoCC21.pdf">Automating instrumentation choices for performance problems in distributed applications with VAIF</a>
</br>
M. Toslali, <b>E. Ates</b>, A. Ellis, Z. Zhang, D. Huye, L. Liu, S. Puterman, A.K. Coskun, and R.R. Sambasivan.
</br>
in <i>ACM Symposium on Cloud Computing (SoCC)</i>, Seattle, 2021. <b><a href="https://github.com/docc-lab/pythia">GitHub</a></b>
</li>
<li>
<a href="publications/aksar_ISC21.pdf">Proctor: A semi-supervised performance anomaly diagnosis framework for production HPC systems</a>
</br>
B. Aksar, Y. Zhang, <b>E. Ates</b>, B. Schwaller, O. Aaziz, V.J. Leung, J. Brandt, M. Egele, and A.K. Coskun.
</br>
in <i>International Supercomputing Conference (ISC-HPC)</i>, 2021.
</li>
<li>
<a href="publications/ates_arXiv20.pdf">Counterfactual Explanations for Machine Learning on Multivariate Time Series Data</a>
</br>
<b>E. Ates</b>, B. Aksar, V.J. Leung, and A.K. Coskun.
</br>
in <i>Proceedings of IEEE International Conference on Applied Artifical Intelligence (ICAPAI)</i>, 2021. <b><a href="https://github.com/peaclab/comte">GitHub</a></b>
</li>
<li>
<a href="publications/dissertation.pdf">Automating Telemetry- and Trace-Based Analytics on Large-Scale Distributed Systems</a>
</br>
<b>E. Ates</b>
</br>
<i>PhD Dissertation</i>, 2020.
</li>
<li>
<a href="publications/byrne_TCC20.pdf">Praxi: Cloud software discovery that learns from practice</a>
</br>
A. Byrne, <b>E. Ates</b>, A. Turk, V. Pchelin, S. Duri, S. Nadgowda, C. Isci, and A.K. Coskun.
</br>
to appear in <i>IEEE Trans. on Cloud Computing (TCC)</i>, 2020. <b><a href="https://github.com/peaclab/praxi">GitHub</a></b>
</li>
<li>
<a href="publications/ates_SoCC19.pdf">An automated, cross-layer instrumentation framework for diagnosing performance problems in distributed applications</a>
</br>
<b>E. Ates</b>, L. Sturmann, M. Toslali, O. Krieger, R. Megginson, A.K. Coskun, and R.R. Sambasivan.
</br>
in <i>ACM Symposium on Cloud Computing (SoCC)</i>, Santa Cruz, 2019.
</li>
<li>
<a href="publications/ates_ICPP19.pdf">HPAS: An HPC performance anomaly suite for reproducing performance variations</a>
</br>
<b>E. Ates</b>, Y. Zhang, B. Aksar, J. Brandt, V.J. Leung, M. Egele, and A.K. Coskun.
</br>
in <i>International Conference on Parallel Processing (ICPP)</i>, Kyoto, 2019. <b><a href="https://www.github.com/peaclab/hpas">GitHub</a></b>
</li>
<li>
<a href="publications/tuncer_TPDS18.pdf">Online diagnosis of performance variation in HPC systems using machine learning</a>
</br>
O. Tuncer, <b>E. Ates</b>, Y. Zhang, A. Turk, J. Brandt, V.J. Leung, M. Egele, and A.K. Coskun.
</br>
in <i>IEEE Trans. on Parallel and Distributed Computing (TPDS)</i>, 2019.
</li>
<li>
<a href="publications/patki_CRE18.pdf">Understanding simultaneous impact of network QoS and power on HPC application performance</a>
</br>
T. Patki, <b>E. Ates</b>, A.K. Coskun, and J.J. Thiagarajan,
</br>
in <i>Computational Reproducibility at Exascale (CRE)</i>, Dallas, 2018.
</li>
<li>
<a href="publications/xiong_HPEC18.pdf">Tangram: Colocating HPC applications with oversubscription</a>
</br>
Q. Xiong, <b>E. Ates</b>, M.C. Herbordt, and A.K. Coskun.
</br>
in <i>IEEE High Performance Extreme Computing Conf. (HPEC)</i>, Boston, 2018.
</li>
<li>
<a href="publications/ates_europar18.pdf">Taxonomist: Application detection through rich monitoring data</a> <strong>Best Artifact Award</strong>
</br>
<b>E. Ates</b>, O. Tuncer, A. Turk, J. Brandt, V.J. Leung, M. Egele, and A.K. Coskun.
</br>
in <i>European Conf. on Parallel and Distributed Systems (Euro-Par)</i>, Torino, 2018. <b><a href="https://doi.org/10.6084/m9.figshare.6384248">Artifact</a></b>
</li>
<li>
<a href="publications/tuncer_ISC17.pdf">Diagnosing performance variations in HPC applications using machine learning</a> <strong>Gauss Award</strong>
</br>
O. Tuncer, <b>E. Ates</b>, Y. Zhang, A. Turk, J. Brandt, V.J. Leung, M. Egele, and A.K. Coskun.
</br>
in <i>Int. Supercomputing Conf. (ISC-HPC)</i>, Frankfurt, 2017.
</li>
</ul>
</div>
<div class="content" id="contact">
<h2 class="content-subhead">Contact</h2>
<p>Email: ates {at} bu {dot} edu</p>
<p><a href="https://scholar.google.com/citations?user=Ei4uBrkAAAAJ">Google Scholar</a></p>
<p><a href="https://www.github.com/EmreAtes">GitHub</a></p>
<p><a href="https://www.linkedin.com/in/emre-ates-a451899a">LinkedIn</a></p>
</div>
</div>
</div>
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</body>
</html>