23 lines
258 KiB
HTML
23 lines
258 KiB
HTML
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</script><link rel="alternate" type="application/rss+xml" title="DevOps & SRE" href="https://cloudblog.withgoogle.com/products/devops-sre/rss"><title>Join SRE Classroom NALSD workshops | Google Cloud Blog</title><meta name="description" content="Learn how to apply SRE principles in this series of workshops on non-abstract large systems design (NALSD) with Google engineers."><meta name="robots" content="max-image-preview:large"><meta property="og:title" content="Join SRE Classroom NALSD workshops | Google Cloud Blog"><meta property="og:type" content="website"><meta property="og:url" content="https://cloud.google.com/blog/products/devops-sre/join-sre-classroom-nalsd-workshops"><meta property="og:image" content="https://storage.googleapis.com/gweb-cloudblog-publish/images/12_-_DevOps__SRE_qBRZDbA.max-2600x2600.jpg"><meta property="og:description" content="Learn how to apply SRE principles in this series of workshops on non-abstract large systems design (NALSD) with Google 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workshops on non-abstract large systems design (NALSD) with Google engineers.","image":"https://storage.googleapis.com/gweb-cloudblog-publish/images/12_-_DevOps__SRE_qBRZDbA.max-2600x2600.jpg","author":[{"@type":"Person","name":"Jenny Liao","url":""},{"@type":"Person","name":"Salim Virji","url":""}],"datePublished":"2020-09-23","publisher":{"@type":"Organization","name":"Google Cloud","logo":{"@type":"ImageObject","url":"https://www.gstatic.com/cgc/google-cloud-logo.svg"}},"url":"https://cloud.google.com/blog/products/devops-sre/join-sre-classroom-nalsd-workshops","keywords":["DevOps \u0026 SRE","Google Cloud"],"timeRequired":"PT3M"}</script><link rel="canonical" href="https://cloud.google.com/blog/products/devops-sre/join-sre-classroom-nalsd-workshops/"><meta name="track-metadata-page_post_title" content="Join SRE Classroom NALSD workshops"><meta name="track-metadata-page_post_labels" content="DevOps & SRE"><meta name="track-metadata-page_first_published" content="2020-09-23 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data-p="%.@."cloudblog","products/devops-sre/join-sre-classroom-nalsd-workshops","en"]" data-node-index="0;0" jsmodel="hc6Ubd" view c-wiz data-ogpc><div class="T4LgNb " jsname="a9kxte"><div jsname="qJTHM" class="kFwPee"><article class="nRhiJb-qJTHM" jsaction="rcuQ6b:npT2md" jscontroller="kxO7ab"><section class="nRhiJb-DARUcf"><div class="Wdmc0c nRhiJb-DbgRPb-wNfPc-cGMI2b"><div class="Qwf2Db-MnozTc Qwf2Db-MnozTc-OWXEXe-MnozTc-qWD73c nRhiJb-BFbNVe-r8s4j-bMElCd dIsJJe" track-name="devops & sre"track-type="tag">DevOps & SRE</div><div class="nRhiJb-ObfsIf"><div class="nRhiJb-kR0ZEf-OWXEXe-GV1x9e-R6PoUb"></div><div class="nRhiJb-kR0ZEf-OWXEXe-GV1x9e-EehZO nRhiJb-fmcmS-oXtfBe"><h1 class="Qwf2Db-MnozTc Qwf2Db-MnozTc-OWXEXe-MnozTc-ibL1re"><div class="Qwf2Db-MnozTc Qwf2Db-MnozTc-OWXEXe-MnozTc-ibL1re"><span class="FewWi"></span>SRE classroom: Exercises for non-abstract large systems design</div></h1></div></div><div class="nRhiJb-fmcmS-oXtfBe dEogG">September 23, 2020</div></div></section><div class="EKklye"><div class="nRhiJb-DARUcf ZWw7T"><div class="npzWPc"><div class="dzoHJ"><div class="nRhiJb-DX2B6 nRhiJb-DX2B6-OWXEXe-h30Snd"><div class="nRhiJb-j5y3u"><ul class="nRhiJb-Qijihe phRaUe" role="list"><li class="hpHPGf"><a class="nRhiJb-ARYxNe" href="https://x.com/intent/tweet?text=SRE%20classroom:%20Exercises%20for%20non-abstract%20large%20systems%20design%20@googlecloud&url=https://cloud.google.com/blog/products/devops-sre/join-sre-classroom-nalsd-workshops" track-name="x"track-type="social share"track-metadata-eventdetail="x.com/intent/tweet?text=SRE classroom: Exercises for non-abstract large systems design%20@googlecloud&url=cloud.google.com/blog/products/devops-sre/join-sre-classroom-nalsd-workshops"track-metadata-module="social icons" target="_blank" rel="noopener"><svg class="nRhiJb-Bz112c nRhiJb-Bz112c-OWXEXe-DX2B6 nRhiJb-Bz112c-OWXEXe-nSuQf" viewBox="0 0 24 24" role="presentation" aria-hidden="true" role="presentation" aria-hidden="true"><path 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design&body=Check%20out%20this%20article%20on%20the%20Cloud%20Blog:%0A%0ASRE classroom: Exercises for non-abstract large systems design%0A%0ALearn how to apply SRE principles in this series of workshops on non-abstract large systems design (NALSD) with Google engineers.%0A%0Acloud.google.com/blog/products/devops-sre/join-sre-classroom-nalsd-workshops"track-metadata-module="social icons" target="_blank" rel="noopener"><svg class="nRhiJb-Bz112c nRhiJb-Bz112c-OWXEXe-DX2B6 nRhiJb-Bz112c-OWXEXe-nSuQf" viewBox="0 0 24 24" role="presentation" aria-hidden="true" role="presentation" aria-hidden="true"><path d="M20 4H4c-1.1 0-2 .9-2 2v12c0 1.1.9 2 2 2h16c1.1 0 2-.9 2-2V6c0-1.1-.9-2-2-2zm-.8 2L12 10.8 4.8 6h14.4zM4 18V7.87l8 5.33 8-5.33V18H4z"></path></svg></a></li></ul></div></div></div></div></div><div><section class="nRhiJb-DARUcf"><div class="nRhiJb-DbgRPb-wNfPc-ma6Yeb nRhiJb-DbgRPb-wNfPc-cGMI2b"><section class="DA9Qj nRhiJb-ObfsIf nRhiJb-fmcmS-oXtfBe"><div class="nRhiJb-kR0ZEf-OWXEXe-GV1x9e-ibL1re"></div><div class="nRhiJb-kR0ZEf-OWXEXe-GV1x9e-II5mzb kWSSdd"><h5 class="cHE8Ub Qwf2Db-MnozTc Qwf2Db-MnozTc-OWXEXe-MnozTc-qWD73c">Jenny Liao</h5><p class="nRhiJb-qJTHM khCp7b">Software Engineer</p></div><div class="nRhiJb-kR0ZEf-OWXEXe-GV1x9e-II5mzb kWSSdd"><h5 class="cHE8Ub Qwf2Db-MnozTc Qwf2Db-MnozTc-OWXEXe-MnozTc-qWD73c">Salim Virji</h5><p class="nRhiJb-qJTHM khCp7b">Technical Program Manager, Google</p></div></section></div></section><div class="nRhiJb-DARUcf"><div class="nRhiJb-ObfsIf nRhiJb-DbgRPb-wNfPc-ma6Yeb nRhiJb-DbgRPb-qWD73c-cGMI2b"><div class="nRhiJb-kR0ZEf-OWXEXe-GV1x9e-ibL1re dzoHJ"></div><div class="OYL9D nRhiJb-kR0ZEf-OWXEXe-GV1x9e-OiUrBf" jsname="tx2NYc"><section class="Wy08Ac nRhiJb-qJTHM-OWXEXe-hJDwNd nRhiJb-DbgRPb-II5mzb-cGMI2b"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" data-is-cws-richtext="true" class=" "><p>Have you ever tried your hand at designing a resilient distributed software system? If you have, you likely found that there are many factors that contribute to the overall reliability of a system. Different parts of the system can fail in varied and unexpected ways. Certain architecture patterns work well in some situations, but poorly in others. There are many tradeoffs to be made about which parts of the system to optimize and when to optimize them.</p><p>Navigating the many nuances of designing a distributed system can be daunting. However, anyone can be equipped to tackle these problems with the right tools and practice. There are many ways to design distributed systems. One way involves growing systems organically, adding and rewriting components as the system handles more requests or changes scope. At Google, we use a method called <a href="https://sre.google/workbook/non-abstract-design/" target="_blank">non-abstract large system design</a> (NALSD). NALSD is an iterative process for designing, assessing, and evaluating distributed systems such as the <a href="https://research.google/pubs/pub43438" target="_blank">Borg cluster management for distributed computing</a> and the <a href="https://research.google/pubs/pub51" target="_blank">Google distributed file system</a>. With this in mind, we’ve developed exercises to provide hands-on experience with the NALSD techniques. </p><p>NALSD exercises are designed to equip engineers with the foundational knowledge and problem-solving skills needed to design planet-scale systems. You’ll learn how to evaluate whether a particular design achieves a service’s required <a href="https://cloud.google.com/blog/products/management-tools/practical-guide-to-setting-slos">service-level objectives (SLOs)</a>. These workshops challenge you to translate abstract designs into concrete plans using back-of-the-envelope calculations. Most importantly, they provide a chance for you to put these abstract concepts into practice.</p></div></section><section class="nRhiJb-kR0ZEf-OWXEXe-GV1x9e-uQSCkd nRhiJb-DbgRPb-II5mzb-cGMI2b"><section track-metadata-module="pull quote"><h4 class="TQgkSc Qwf2Db-MnozTc Qwf2Db-MnozTc-OWXEXe-MnozTc-II5mzb">Planet-scale system (noun): A system that delivers services to users, no matter where they are around the world. Such a system delivers its services reliably, with high performance and availability to all of its users</h4><div class="nRhiJb-ObfsIf bYfNSc"><p class="nRhiJb-cHYyed nRhiJb-kR0ZEf-OWXEXe-GV1x9e-OwsYgb nRhiJb-DbgRPb-ibL1re-ma6Yeb"></p><div class="nRhiJb-kR0ZEf-OWXEXe-GV1x9e-wNfPc nRhiJb-fmcmS-CpWD9d"><a class="nRhiJb-LgbsSe nRhiJb-LgbsSe-OWXEXe-Bz112c nRhiJb-LgbsSe-OWXEXe-MNynB-o6Shpd nRhiJb-Bz112c-OWXEXe-hxXJme-PvhD9 L29Pbb" href="https://x.com/intent/tweet?text=Planet-scale%20system%20%28noun%29%3A%20A%20system%20that%20delivers%20services%20to%20users%2C%20no%20matter%20where%20they%20are%20around%20the%20world.%20Such%20a%20system%20delivers%20its%20services%20reliably%2C%20with%20high%20performance%20and%20availability%20to%20all%20of%20its%20users%20-%20https%3A%2F%2Fcloud.google.com%2Fblog%2Fproducts%2Fdevops-sre%2Fjoin-sre-classroom-nalsd-workshops" target="_blank" rel="noopener" track-name="planet-scale system (noun): a system that delivers services to users no matter where they are around the world such a system delivers its services reliably with high performance and availability to all of its users"track-type="button"track-metadata-position="body"track-metadata-eventdetail="x.com/"track-metadata-module="pull quote"track-metadata-module_headline="planet-scale system (noun): a system that delivers services to users no matter where they are around the world such a system delivers its services reliably with high performance and availability to all of its users" track-name="tweet this quote"track-type="button"track-metadata-position="body"track-metadata-eventdetail="x.com/intent/tweet?text=Planet-scale%20system%20%28noun%29%3A%20A%20system%20that%20delivers%20services%20to%20users%2C%20no%20matter%20where%20they%20are%20around%20the%20world.%20Such%20a%20system%20delivers%20its%20services%20reliably%2C%20with%20high%20performance%20and%20availability%20to%20all%20of%20its%20users%20-%20https%3A%2F%2Fcloud.google.com%2Fblog%2Fproducts%2Fdevops-sre%2Fjoin-sre-classroom-nalsd-workshops"><svg class="nRhiJb-Bz112c nRhiJb-Bz112c-OWXEXe-hxXJme-PvhD9" viewBox="0 0 24 24" role="presentation" aria-hidden="true"><path d="M13.9,10.5L21.1,2h-1.7l-6.3,7.4L8,2H2.2l7.6,11.1L2.2,22h1.7l6.7-7.8L16,22h5.8L13.9,10.5L13.9,10.5z M11.5,13.2l-0.8-1.1 L4.6,3.3h2.7l5,7.1l0.8,1.1l6.5,9.2h-2.7L11.5,13.2L11.5,13.2z"></path></svg>Tweet this quote </a></div></div></section></section><section class="Wy08Ac nRhiJb-qJTHM-OWXEXe-hJDwNd nRhiJb-DbgRPb-II5mzb-cGMI2b"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" data-is-cws-richtext="true" class=" "><h3>SRE Classroom and the first NALSD workshop</h3><p>Developed by Google engineers, <a href="https://sre.google/workbook/non-abstract-design/" target="_blank">SRE Classroom is a workshop series</a> designed to drive understanding of concepts like NALSD and <a href="https://cloud.google.com/blog/products/gcp/sre-fundamentals-slis-slas-and-slos">other core SRE principles</a>. Over the past few years, these workshops—taught within Google and at external conferences—have helped numerous engineers improve their system design and thinking skills. Our mission is to ensure engineering teams everywhere can understand and apply these concepts and best practices to their own systems.</p><p>We’re pleased to make available all of the materials for our <a href="https://sre.google/classroom/distributed-pubsub/" target="_blank">Distributed Pub/Sub workshop</a>—the first of our NALSD-focused exercises from SRE Classroom. You can now freely use and re-use this material, available under the Creative Commons <a href="http://creativecommons.org/licenses/by/4.0/" target="_blank">CC-BY 4.0</a> license, as long as Google is credited as the original author. Run your own version of this workshop and teach your coworkers, customers, or conference attendees about how to design large-scale distributed systems!</p><h3>What’s covered in the Distributed PubSub workshop</h3><p>The PubSub exercise is about designing a planet-scale asynchronous publish-subscribe communication system. The workshop presents the problem statement, describes the requirements and available infrastructure, and walks through a sample solution.</p><p>The workshop and material is broken into three stages:</p><ol><li><p>Design a working solution for a single data center.</p></li><li><p>Extend that design to multiple data centers.</p></li><li><p>Provision the system (i.e., how much hardware and bandwidth do we need?).</p></li></ol><p>For each stage of the workshop, participants will work through their own solution first. After they have a chance to explore their own ideas, the workshop leader presents a sample solution along with reasons for why certain design decisions were made.</p><p>The exercise covers a wide variety of topics related to distributed system design, including scaling, replication, sharding, consensus, availability, consistency, distributed architecture patterns (such as microservices), and more. We present these concepts in contexts where they are useful to solving the problem at hand: designing a system to meet specific requirements. This helps bring clarity to where and why a particular concept might be useful for solving a particular problem.</p><p>Typically, when we run this workshop, we break participants up into groups of four to six to work collaboratively toward a solution. Each group is paired with an experienced SRE volunteer who facilitates the discussion, encourages participation, and keeps the group on track.</p><h3>Run your own PubSub workshop!</h3><p>If this sounds interesting, check out the <a href="https://googlesre.page.link/sre-classroom-presenter-guide" target="_blank">Presenter Guide</a> and the <a href="https://googlesre.page.link/facilitator-guide" target="_blank">Facilitator Guide</a>, which have a lot more information on how to organize a Distributed Pub/Sub workshop. If you don't have a whole team to educate, you can also work through this exercise with a buddy or on your own. Exploring multiple solutions to the problem and identifying the pros and cons of each solution may also be a meaningful exercise.</p><p><a href="https://sre.google/" target="_blank">Learn more about SRE</a> and industry-leading practices for service reliability.</p></div></section><section class="nRhiJb-kR0ZEf-OWXEXe-GV1x9e-uQSCkd nRhiJb-DbgRPb-II5mzb-cGMI2b"><div class="u2M0Kb"><a href="https://cloud.google.com/blog/products/devops-sre/sre-fundamentals-slis-slas-and-slos" class="w7DBpd" track-name="sre fundamentals: slis slas and slos"track-type="articlefeedblock"track-metadata-eventdetail="cloud.google.com/blog/products/devops-sre/sre-fundamentals-slis-slas-and-slos"><div class="odmDff "><div class="exDIId"><div class="Qwf2Db-MnozTc Qwf2Db-MnozTc-OWXEXe-MnozTc-qWD73c nRhiJb-BFbNVe-r8s4j-bMElCd EQ9W8e nRhiJb-fmcmS-oXtfBe" track-name="google cloud"track-type="tag">Google Cloud</div><h5 class="Qwf2Db-MnozTc qPW6X nRhiJb-DbgRPb-R6PoUb-ma6Yeb Qwf2Db-MnozTc-OWXEXe-MnozTc-II5mzb">SRE fundamentals: SLIs, SLAs and SLOs</h5><p class="nRhiJb-qJTHM MQpQf">A big part of SRE is establishing and monitoring service-level metrics like SLOs, SLAs and SLIs. This post gives you an overview of what each of these acronyms are, what they mean, and how to use them.</p><p class="nRhiJb-cHYyed gh5m8">By Jay Judkowitz • 5-minute read</p></div><div class="OzOXWb"><section class="PBkdHd "><img class=" YwUks" src="https://storage.googleapis.com/gweb-cloudblog-publish/images/15_-_Google_Cloud_2fKuG6b.max-900x900.jpg" alt="https://storage.googleapis.com/gweb-cloudblog-publish/images/15_-_Google_Cloud_2fKuG6b.max-900x900.jpg" loading="lazy"/></section></div></div></a></div></section><section class="kcBhad"><section class="Fabbec"><span class="WrMNjb">Posted in</span><ul class="FzXI4e"><li class="I4B51b"><a href="https://cloud.google.com/blog/products/devops-sre" track-metadata-position="body"track-metadata-eventdetail="cloud.google.com/blog/products/devops-sre"track-metadata-module="tag list"track-metadata-module_headline="posted in">DevOps & SRE</a></li><li class="I4B51b"><a href="https://cloud.google.com/blog/products/gcp" 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of workshops on non-abstract large systems design (NALSD) with Google engineers.",[1600902000],"https://storage.googleapis.com/gweb-cloudblog-publish/images/12_-_DevOps__SRE_qBRZDbA.max-2600x2600.jpg","https://cloud.google.com/blog/products/devops-sre/join-sre-classroom-nalsd-workshops",[1600902012,919710000],"blog.articlepage",null,"/api/w_v2/pages/41907/","join-sre-classroom-nalsd-workshops",41907],[["Jenny Liao","Software Engineer"],["Salim Virji","Technical Program Manager, Google"]],[null,"\u003cscript type\u003d\"application/ld+json\"\u003e{\"@context\":\"https://schema.org\",\"@type\":\"BlogPosting\",\"@id\":\"https://cloud.google.com/blog/products/devops-sre/join-sre-classroom-nalsd-workshops\",\"headline\":\"Join SRE Classroom NALSD workshops\",\"description\":\"Learn how to apply SRE principles in this series of workshops on non-abstract large systems design (NALSD) with Google engineers.\",\"image\":\"https://storage.googleapis.com/gweb-cloudblog-publish/images/12_-_DevOps__SRE_qBRZDbA.max-2600x2600.jpg\",\"author\":[{\"@type\":\"Person\",\"name\":\"Jenny Liao\",\"url\":\"\"},{\"@type\":\"Person\",\"name\":\"Salim Virji\",\"url\":\"\"}],\"datePublished\":\"2020-09-23\",\"publisher\":{\"@type\":\"Organization\",\"name\":\"Google Cloud\",\"logo\":{\"@type\":\"ImageObject\",\"url\":\"https://www.gstatic.com/cgc/google-cloud-logo.svg\"}},\"url\":\"https://cloud.google.com/blog/products/devops-sre/join-sre-classroom-nalsd-workshops\",\"keywords\":[\"DevOps \\u0026 SRE\",\"Google Cloud\"],\"timeRequired\":\"PT3M\"}\u003c/script\u003e"],["SRE classroom: Exercises for non-abstract large systems design"],null,null,[[null,null,[null,[null,"\u003cp\u003eHave you ever tried your hand at designing a resilient distributed software system? If you have, you likely found that there are many factors that contribute to the overall reliability of a system. Different parts of the system can fail in varied and unexpected ways. Certain architecture patterns work well in some situations, but poorly in others. There are many tradeoffs to be made about which parts of the system to optimize and when to optimize them.\u003c/p\u003e\u003cp\u003eNavigating the many nuances of designing a distributed system can be daunting. However, anyone can be equipped to tackle these problems with the right tools and practice. There are many ways to design distributed systems. One way involves growing systems organically, adding and rewriting components as the system handles more requests or changes scope. At Google, we use a method called \u003ca href\u003d\"https://sre.google/workbook/non-abstract-design/\" target\u003d\"_blank\"\u003enon-abstract large system design\u003c/a\u003e (NALSD). NALSD is an iterative process for designing, assessing, and evaluating distributed systems such as the \u003ca href\u003d\"https://research.google/pubs/pub43438\" target\u003d\"_blank\"\u003eBorg cluster management for distributed computing\u003c/a\u003e and the \u003ca href\u003d\"https://research.google/pubs/pub51\" target\u003d\"_blank\"\u003eGoogle distributed file system\u003c/a\u003e. With this in mind, we’ve developed exercises to provide hands-on experience with the NALSD techniques. \u003c/p\u003e\u003cp\u003eNALSD exercises are designed to equip engineers with the foundational knowledge and problem-solving skills needed to design planet-scale systems. You’ll learn how to evaluate whether a particular design achieves a service’s required \u003ca href\u003d\"https://cloud.google.com/blog/products/management-tools/practical-guide-to-setting-slos\"\u003eservice-level objectives (SLOs)\u003c/a\u003e. These workshops challenge you to translate abstract designs into concrete plans using back-of-the-envelope calculations. Most importantly, they provide a chance for you to put these abstract concepts into practice.\u003c/p\u003e"]]],[null,null,null,null,["Planet-scale system (noun): A system that delivers services to users, no matter where they are around the world. Such a system delivers its services reliably, with high performance and availability to all of its users",[],1]],[null,null,[null,[null,"\u003ch3\u003eSRE Classroom and the first NALSD workshop\u003c/h3\u003e\u003cp\u003eDeveloped by Google engineers, \u003ca href\u003d\"https://sre.google/workbook/non-abstract-design/\" target\u003d\"_blank\"\u003eSRE Classroom is a workshop series\u003c/a\u003e designed to drive understanding of concepts like NALSD and \u003ca href\u003d\"https://cloud.google.com/blog/products/gcp/sre-fundamentals-slis-slas-and-slos\"\u003eother core SRE principles\u003c/a\u003e. Over the past few years, these workshops—taught within Google and at external conferences—have helped numerous engineers improve their system design and thinking skills. Our mission is to ensure engineering teams everywhere can understand and apply these concepts and best practices to their own systems.\u003c/p\u003e\u003cp\u003eWe’re pleased to make available all of the materials for our \u003ca href\u003d\"https://sre.google/classroom/distributed-pubsub/\" target\u003d\"_blank\"\u003eDistributed Pub/Sub workshop\u003c/a\u003e—the first of our NALSD-focused exercises from SRE Classroom. You can now freely use and re-use this material, available under the Creative Commons \u003ca href\u003d\"http://creativecommons.org/licenses/by/4.0/\" target\u003d\"_blank\"\u003eCC-BY 4.0\u003c/a\u003e license, as long as Google is credited as the original author. Run your own version of this workshop and teach your coworkers, customers, or conference attendees about how to design large-scale distributed systems!\u003c/p\u003e\u003ch3\u003eWhat’s covered in the Distributed PubSub workshop\u003c/h3\u003e\u003cp\u003eThe PubSub exercise is about designing a planet-scale asynchronous publish-subscribe communication system. The workshop presents the problem statement, describes the requirements and available infrastructure, and walks through a sample solution.\u003c/p\u003e\u003cp\u003eThe workshop and material is broken into three stages:\u003c/p\u003e\u003col\u003e\u003cli\u003e\u003cp\u003eDesign a working solution for a single data center.\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp\u003eExtend that design to multiple data centers.\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp\u003eProvision the system (i.e., how much hardware and bandwidth do we need?).\u003c/p\u003e\u003c/li\u003e\u003c/ol\u003e\u003cp\u003eFor each stage of the workshop, participants will work through their own solution first. After they have a chance to explore their own ideas, the workshop leader presents a sample solution along with reasons for why certain design decisions were made.\u003c/p\u003e\u003cp\u003eThe exercise covers a wide variety of topics related to distributed system design, including scaling, replication, sharding, consensus, availability, consistency, distributed architecture patterns (such as microservices), and more. We present these concepts in contexts where they are useful to solving the problem at hand: designing a system to meet specific requirements. This helps bring clarity to where and why a particular concept might be useful for solving a particular problem.\u003c/p\u003e\u003cp\u003eTypically, when we run this workshop, we break participants up into groups of four to six to work collaboratively toward a solution. Each group is paired with an experienced SRE volunteer who facilitates the discussion, encourages participation, and keeps the group on track.\u003c/p\u003e\u003ch3\u003eRun your own PubSub workshop!\u003c/h3\u003e\u003cp\u003eIf this sounds interesting, check out the \u003ca href\u003d\"https://googlesre.page.link/sre-classroom-presenter-guide\" target\u003d\"_blank\"\u003ePresenter Guide\u003c/a\u003e and the \u003ca href\u003d\"https://googlesre.page.link/facilitator-guide\" target\u003d\"_blank\"\u003eFacilitator Guide\u003c/a\u003e, which have a lot more information on how to organize a Distributed Pub/Sub workshop. If you don't have a whole team to educate, you can also work through this exercise with a buddy or on your own. Exploring multiple solutions to the problem and identifying the pros and cons of each solution may also be a meaningful exercise.\u003c/p\u003e\u003cp\u003e\u003ca href\u003d\"https://sre.google/\" target\u003d\"_blank\"\u003eLearn more about SRE\u003c/a\u003e and industry-leading practices for service reliability.\u003c/p\u003e"]]],[null,null,null,null,null,null,null,[["Google Cloud","SRE fundamentals: SLIs, SLAs and SLOs","A big part of SRE is establishing and monitoring service-level metrics like SLOs, SLAs and SLIs. 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oversight.",["https://storage.googleapis.com/gweb-cloudblog-publish/images/GCN26_102_BlogHeader_2436x1200_Opt_11_Dark.max-700x700.jpg","https://storage.googleapis.com/gweb-cloudblog-publish/images/GCN26_102_BlogHeader_2436x1200_Opt_11_Dark.max-400x400.jpg 324w, https://storage.googleapis.com/gweb-cloudblog-publish/images/GCN26_102_BlogHeader_2436x1200_Opt_11_Dark.max-700x700.jpg 648w"," 324px, 648px","https://storage.googleapis.com/gweb-cloudblog-publish/images/GCN26_102_BlogHeader_2436x1200_Opt_11_Dark.max-700x700.jpg"],null,5,null,"https://cloud.google.com/blog/products/application-development/gemini-cloud-assist-at-next26",null,1,[["Michael Bachman","VP/GM, Cloud Foundations"],["Ines Envid","Sr. Director, Product Management"]],null,"58670"]],null,"DevOps \u0026 SRE",null,[["DevOps \u0026 SRE","https://cloud.google.com/blog/products/devops-sre","devops-sre",[],["en"],"Products"],["Google 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