5093 lines
136 KiB
HTML
5093 lines
136 KiB
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<link rel="canonical" href="https://research.google/pubs/high-availability-at-massive-scale-building-googles-data-infrastructure-for-ads/" /><meta property="og:title" content="High-Availability at Massive Scale: Building Google’s Data Infrastructure for Ads"><meta property="og:url" content="https://research.google/pubs/high-availability-at-massive-scale-building-googles-data-infrastructure-for-ads/"><meta property="og:image" content="https://storage.googleapis.com/gweb-research2023-media/images/HO_previewImage1.width-800.format-jpeg.jpg"><meta property="og:image:secure_url" content="https://storage.googleapis.com/gweb-research2023-media/images/HO_previewImage1.width-800.format-jpeg.jpg"><meta property="og:type" content="Website">
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<meta name="citation_title" content="High-Availability at Massive Scale: Building Google’s Data Infrastructure for Ads" />
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<meta name="citation_publication_date" content="2015" />
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<meta name="citation_author" content="Ashish Gupta" />
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<meta name="citation_author" content="Jeff Shute" />
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<title>High-Availability at Massive Scale: Building Google’s Data Infrastructure for Ads</title>
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<div class="cta-small">Foundational ML & algorithms</div>
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Explore all research areas
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Google’s Ads Data Infrastructure systems run the multi-<br>billion dollar ads business at Google. High availability and strong consistency are critical for these systems. While most distributed systems<br>handle machine-level failures well, handling datacenter-level failures is<br>less common. In our experience, handling datacenter-level failures is critical for running true high availability systems. Most of our systems (e.g.<br>Photon, F1, Mesa) now support multi-homing as a fundamental design property. Multi-homed systems run live in multiple datacenters all the time, adaptively moving load between datacenters, with the ability to handle outages of any scale completely transparently.<br><br>This paper focuses primarily on stream processing systems, and describes our general approaches for building high availability multi-homed systems, discusses common challenges and solutions, and shares what we<br>have learned in building and running these large-scale systems for over ten years.
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|
||
|
||
|
||
|
||
|
||
<a href="https://labs.google/#about"
|
||
target="_blank" rel="noopener noreferrer"
|
||
|
||
class="not-glue"
|
||
|
||
data-gtm-event="select_content"
|
||
data-event-content-type="outbound"
|
||
data-event-content-name="About"
|
||
|
||
>
|
||
<div class="link__label">
|
||
|
||
About
|
||
|
||
</div>
|
||
</a>
|
||
|
||
|
||
|
||
</li>
|
||
|
||
|
||
|
||
<li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<a href="https://labs.google/#experiments"
|
||
target="_blank" rel="noopener noreferrer"
|
||
|
||
class="not-glue"
|
||
|
||
data-gtm-event="select_content"
|
||
data-event-content-type="outbound"
|
||
data-event-content-name="Experiments"
|
||
|
||
>
|
||
<div class="link__label">
|
||
|
||
Experiments
|
||
|
||
</div>
|
||
</a>
|
||
|
||
|
||
|
||
</li>
|
||
|
||
|
||
|
||
<li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<a href="https://labs.google/#stay-connected"
|
||
target="_blank" rel="noopener noreferrer"
|
||
|
||
class="not-glue"
|
||
|
||
data-gtm-event="select_content"
|
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data-event-content-type="outbound"
|
||
data-event-content-name="Stay connected"
|
||
|
||
>
|
||
<div class="link__label">
|
||
|
||
Stay connected
|
||
|
||
</div>
|
||
</a>
|
||
|
||
|
||
|
||
</li>
|
||
|
||
|
||
</ul>
|
||
|
||
</div>
|
||
|
||
</div>
|
||
</div>
|
||
|
||
|
||
</div>
|
||
</div>
|
||
|
||
<div class="gweb-footer-wrapper-legal">
|
||
<div class="gweb-footer-google_links">
|
||
|
||
|
||
|
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<div class="gweb-footer-google-links__wrapper">
|
||
<div class="gweb-footer-google-links__title-wrapper">
|
||
<a class="gweb-footer-google-links__brand"
|
||
target="_blank"
|
||
aria-label="Google"
|
||
title="Google"
|
||
href="https://www.google.com/?utm_source=research.google&utm_medium=referral"
|
||
data-gtm-event="nav_select"
|
||
data-event-nav-type="footer"
|
||
data-event-nav-name="https://www.google.com/?utm_source=research.google&utm_medium=referral">
|
||
<svg role="img"
|
||
aria-hidden="true"
|
||
focusable="false"
|
||
width="75"
|
||
height="25">
|
||
<use href="/gr/static/assets/icons/glue-icons.svg#google-solid-logo"></use>
|
||
</svg>
|
||
</a>
|
||
</div>
|
||
<div class="gweb-footer-google-links__content-wrapper">
|
||
|
||
<div class="gweb-footer-google-links__link">
|
||
<a class="not-glue"
|
||
href="https://about.google/"
|
||
aria-label="About Google"
|
||
data-gtm-event="nav_select"
|
||
data-event-nav-type="footer"
|
||
data-event-nav-name="About Google"
|
||
target="_blank" rel="noopener noreferrer"
|
||
>
|
||
<span>About Google</span>
|
||
</a>
|
||
</div>
|
||
|
||
<div class="gweb-footer-google-links__link">
|
||
<a class="not-glue"
|
||
href="https://about.google/intl/en/products/"
|
||
aria-label="Google Products"
|
||
data-gtm-event="nav_select"
|
||
data-event-nav-type="footer"
|
||
data-event-nav-name="Google Products"
|
||
target="_blank" rel="noopener noreferrer"
|
||
>
|
||
<span>Google Products</span>
|
||
</a>
|
||
</div>
|
||
|
||
<div class="gweb-footer-google-links__link">
|
||
<a class="not-glue"
|
||
href="https://policies.google.com/privacy"
|
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aria-label="Privacy"
|
||
data-gtm-event="nav_select"
|
||
data-event-nav-type="footer"
|
||
data-event-nav-name="Privacy"
|
||
target="_blank" rel="noopener noreferrer"
|
||
>
|
||
<span>Privacy</span>
|
||
</a>
|
||
</div>
|
||
|
||
<div class="gweb-footer-google-links__link">
|
||
<a class="not-glue"
|
||
href="https://policies.google.com/terms"
|
||
aria-label="Terms"
|
||
data-gtm-event="nav_select"
|
||
data-event-nav-type="footer"
|
||
data-event-nav-name="Terms"
|
||
target="_blank" rel="noopener noreferrer"
|
||
>
|
||
<span>Terms</span>
|
||
</a>
|
||
</div>
|
||
|
||
|
||
<div class="gweb-footer-google-links__link">
|
||
<button type="button"
|
||
aria-hidden="true"
|
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class="not-glue glue-cookie-notification-bar-control">
|
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Cookies management controls
|
||
</button>
|
||
</div>
|
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</div>
|
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</div>
|
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|
||
|
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</div>
|
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</div>
|
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</footer>
|
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|
||
|
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|
||
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|
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|
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|
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<div id="dynamicImageModal" class="image-modal">
|
||
<span class="image-modal-close">×</span>
|
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<div class="image-modal-content">
|
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<div class="dynamic-modal-image">
|
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<img width="800" height="540">
|
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</div>
|
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</div>
|
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</div>
|
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|
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|
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|
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<script>
|
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var scriptUrl = "https://www.gstatic.com/glue/v27_1/material-components-web.min.js";
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var scriptElement = document.createElement('script');
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scriptElement.async = false;
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scriptElement.src = scriptUrl;
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document.body.appendChild(scriptElement);
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<script>
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var scriptUrl = "https://www.youtube.com/player_api";
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var scriptElement = document.createElement('script');
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scriptElement.async = false;
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scriptElement.src = scriptUrl;
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document.body.appendChild(scriptElement);
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</script>
|
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<script>
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var scriptUrl = "/gr/static/js/googleresearch.js?id=1db86c2c4ce1c6902b92830acba1963e";
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var scriptElement = document.createElement('script');
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scriptElement.async = false;
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scriptElement.src = scriptUrl;
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document.body.appendChild(scriptElement);
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</script>
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<script>
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var scriptUrl = "https://support.google.com/inapp/api.js";
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var scriptElement = document.createElement('script');
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scriptElement.async = false;
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scriptElement.src = scriptUrl;
|
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document.body.appendChild(scriptElement);
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</script>
|
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|
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|
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|
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|
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|
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<script>
|
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var scripts = [
|
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"https://www.gstatic.com/glue/cookienotificationbar/cookienotificationbar.min.js"
|
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];
|
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|
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scripts.forEach(function(scriptUrl) {
|
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var scriptElement = document.createElement('script');
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scriptElement.async = false;
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scriptElement.src = scriptUrl;
|
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scriptElement.setAttribute("data-glue-cookie-notification-bar-category", "2B");
|
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document.body.appendChild(scriptElement);
|
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});
|
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</script>
|
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</body>
|
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|
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</html>
|
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