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<p>Initially we can start with deploying this app on one virtual machine on any cloud provider. But this is a <code>Single point of failure</code> which is something we never allow as an SRE (or even as an engineer). So an improvement here can be having multiple instances of applications deployed behind a load balancer. This certainly prevents problems of one machine going down.</p>
<p>Scaling here would mean adding more instances behind the load balancer. But this is scalable upto only a certain point. After that, other bottlenecks in the system will start appearing. ie: DB will become the bottleneck, or perhaps the load balancer itself. How do you know what is the bottleneck? You need to have observability into each aspects of the application architecture.</p>
<p>Only after you have metrics, you will be able to know what is going wrong where. <strong>What gets measured, gets fixed!</strong></p>
<p>Get deeper insights into scaling from School Of SRE's <a href="../systems_design/scalability.md">Scalability module</a> and post going through it, apply your learnings and takeaways to this app. Think how will we make this app geographically distributed and highly available and scalable.</p>
<p>Get deeper insights into scaling from School Of SRE's <a href="../../systems_design/scalability/">Scalability module</a> and post going through it, apply your learnings and takeaways to this app. Think how will we make this app geographically distributed and highly available and scalable.</p>
<h2 id="monitoring-strategy">Monitoring Strategy</h2>
<p>Once we have our application deployed. It will be working ok. But not forever. Reliability is in the title of our job and we make systems reliable by making the design in a certain way. But things still will go down. Machines will fail. Disks will behave weirdly. Buggy code will get pushed to production. And all these possible scenarios will make the system less reliable. So what do we do? <strong>We monitor!</strong></p>
<p>We keep an eye on the system's health and if anything is not going as expected, we want ourselves to get alerted.</p>

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196
systems_design/conclusion/index.html → level101/systems_design/conclusion/index.html
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<nav class="md-header-nav md-grid" aria-label="Header">
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Conclusion
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Git Basics
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Github and Hooks
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Conclusion
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DNS
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279
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<label class="md-nav__link" for="nav-2">
Level 101
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Introduction
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Command Line Basics
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<li class="md-nav__item">
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Server Administration
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Conclusion
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<li class="md-nav__item">
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Git Basics
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<li class="md-nav__item">
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<a href="../../git/branches/" class="md-nav__link">
Working With Branches
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<a href="../../git/github-hooks/" class="md-nav__link">
Github and Hooks
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Conclusion
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Introduction
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DNS
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UDP
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HTTP
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TCP
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Routing
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Conclusion
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Introduction
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Some Python Concepts
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Python, Web and Flask
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Conclusion
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Backup and Recovery
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MySQL Replication
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Query Performance
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Lab
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Introduction
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Conclusion
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Introduction
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Evolution and Architecture of Hadoop
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Conclusion
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Systems Design
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Scalability
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Availability
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Swimlane Principles
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Proactive Monitoring with Alerts
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Best Practices for Monitoring
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Observability
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Writing Secure code
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<a href="../../level101/linux_basics/linux_server_administration/" class="md-nav__link">
<a href="../../linux_basics/linux_server_administration/" class="md-nav__link">
Server Administration
</a>
</li>
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<li class="md-nav__item">
<a href="../../level101/linux_basics/conclusion/" class="md-nav__link">
<a href="../../linux_basics/conclusion/" class="md-nav__link">
Conclusion
</a>
</li>
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<li class="md-nav__item">
<a href="../../level101/git/git-basics/" class="md-nav__link">
<a href="../../git/git-basics/" class="md-nav__link">
Git Basics
</a>
</li>
@@ -332,7 +334,7 @@
<li class="md-nav__item">
<a href="../../level101/git/branches/" class="md-nav__link">
<a href="../../git/branches/" class="md-nav__link">
Working With Branches
</a>
</li>
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<li class="md-nav__item">
<a href="../../level101/git/github-hooks/" class="md-nav__link">
<a href="../../git/github-hooks/" class="md-nav__link">
Github and Hooks
</a>
</li>
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<li class="md-nav__item">
<a href="../../level101/git/conclusion/" class="md-nav__link">
<a href="../../git/conclusion/" class="md-nav__link">
Conclusion
</a>
</li>
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<li class="md-nav__item">
<a href="../../level101/linux_networking/intro/" class="md-nav__link">
<a href="../../linux_networking/intro/" class="md-nav__link">
Introduction
</a>
</li>
@@ -408,7 +410,7 @@
<li class="md-nav__item">
<a href="../../level101/linux_networking/dns/" class="md-nav__link">
<a href="../../linux_networking/dns/" class="md-nav__link">
DNS
</a>
</li>
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<li class="md-nav__item">
<a href="../../level101/linux_networking/udp/" class="md-nav__link">
<a href="../../linux_networking/udp/" class="md-nav__link">
UDP
</a>
</li>
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<li class="md-nav__item">
<a href="../../level101/linux_networking/http/" class="md-nav__link">
<a href="../../linux_networking/http/" class="md-nav__link">
HTTP
</a>
</li>
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<li class="md-nav__item">
<a href="../../level101/linux_networking/tcp/" class="md-nav__link">
<a href="../../linux_networking/tcp/" class="md-nav__link">
TCP
</a>
</li>
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<li class="md-nav__item">
<a href="../../level101/linux_networking/ipr/" class="md-nav__link">
<a href="../../linux_networking/ipr/" class="md-nav__link">
Routing
</a>
</li>
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<li class="md-nav__item">
<a href="../../level101/linux_networking/conclusion/" class="md-nav__link">
<a href="../../linux_networking/conclusion/" class="md-nav__link">
Conclusion
</a>
</li>
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<li class="md-nav__item">
<a href="../../level101/python_web/intro/" class="md-nav__link">
<a href="../../python_web/intro/" class="md-nav__link">
Introduction
</a>
</li>
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<li class="md-nav__item">
<a href="../../level101/python_web/python-concepts/" class="md-nav__link">
<a href="../../python_web/python-concepts/" class="md-nav__link">
Some Python Concepts
</a>
</li>
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<li class="md-nav__item">
<a href="../../level101/python_web/python-web-flask/" class="md-nav__link">
<a href="../../python_web/python-web-flask/" class="md-nav__link">
Python, Web and Flask
</a>
</li>
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<li class="md-nav__item">
<a href="../../level101/python_web/url-shorten-app/" class="md-nav__link">
<a href="../../python_web/url-shorten-app/" class="md-nav__link">
The URL Shortening App
</a>
</li>
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<li class="md-nav__item">
<a href="../../level101/python_web/sre-conclusion/" class="md-nav__link">
<a href="../../python_web/sre-conclusion/" class="md-nav__link">
Conclusion
</a>
</li>
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<li class="md-nav__item">
<a href="../../level101/databases_sql/intro/" class="md-nav__link">
<a href="../../databases_sql/intro/" class="md-nav__link">
Introduction
</a>
</li>
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<li class="md-nav__item">
<a href="../../level101/databases_sql/concepts/" class="md-nav__link">
<a href="../../databases_sql/concepts/" class="md-nav__link">
Key Concepts
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</li>
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<li class="md-nav__item">
<a href="../../level101/databases_sql/mysql/" class="md-nav__link">
<a href="../../databases_sql/mysql/" class="md-nav__link">
MySQL
</a>
</li>
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<li class="md-nav__item">
<a href="../../level101/databases_sql/innodb/" class="md-nav__link">
<a href="../../databases_sql/innodb/" class="md-nav__link">
InnoDB
</a>
</li>
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<li class="md-nav__item">
<a href="../../level101/databases_sql/backup_recovery/" class="md-nav__link">
<a href="../../databases_sql/backup_recovery/" class="md-nav__link">
Backup and Recovery
</a>
</li>
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<li class="md-nav__item">
<a href="../../level101/databases_sql/replication/" class="md-nav__link">
<a href="../../databases_sql/replication/" class="md-nav__link">
MySQL Replication
</a>
</li>
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<li class="md-nav__item">
<a href="../../level101/databases_sql/select_query/" class="md-nav__link">
<a href="../../databases_sql/select_query/" class="md-nav__link">
Select Query
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</li>
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<li class="md-nav__item">
<a href="../../level101/databases_sql/query_performance/" class="md-nav__link">
<a href="../../databases_sql/query_performance/" class="md-nav__link">
Query Performance
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<li class="md-nav__item">
<a href="../../level101/databases_sql/lab/" class="md-nav__link">
<a href="../../databases_sql/lab/" class="md-nav__link">
Lab
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</li>
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<li class="md-nav__item">
<a href="../../level101/databases_sql/conclusion/" class="md-nav__link">
<a href="../../databases_sql/conclusion/" class="md-nav__link">
Conclusion
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<li class="md-nav__item">
<a href="../../level101/databases_nosql/intro/" class="md-nav__link">
<a href="../../databases_nosql/intro/" class="md-nav__link">
Introduction
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</li>
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<li class="md-nav__item">
<a href="../../level101/databases_nosql/key_concepts/" class="md-nav__link">
<a href="../../databases_nosql/key_concepts/" class="md-nav__link">
Key Concepts
</a>
</li>
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<li class="md-nav__item">
<a href="../../level101/databases_nosql/further_reading/" class="md-nav__link">
<a href="../../databases_nosql/further_reading/" class="md-nav__link">
Conclusion
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<li class="md-nav__item">
<a href="../../level101/big_data/intro/" class="md-nav__link">
<a href="../../big_data/intro/" class="md-nav__link">
Introduction
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</li>
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<li class="md-nav__item">
<a href="../../level101/big_data/evolution/" class="md-nav__link">
<a href="../../big_data/evolution/" class="md-nav__link">
Evolution and Architecture of Hadoop
</a>
</li>
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<li class="md-nav__item">
<a href="../../level101/big_data/tasks/" class="md-nav__link">
<a href="../../big_data/tasks/" class="md-nav__link">
Conclusion
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<input class="md-nav__toggle md-toggle" data-md-toggle="nav-2-4" type="checkbox" id="nav-2-4" >
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<label class="md-nav__link" for="nav-2-4">
Systems Design
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<a href="../intro/" class="md-nav__link">
Introduction
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<li class="md-nav__item">
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<li class="md-nav__item md-nav__item--active">
<input class="md-nav__toggle md-toggle" data-md-toggle="toc" type="checkbox" id="__toc">
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Scalability
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Scalability
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Table of contents
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Refer
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<li class="md-nav__item">
<a href="#scalability-akf-scale-cube" class="md-nav__link">
Scalability - AKF Scale Cube
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</li>
<li class="md-nav__item">
<a href="#scalability-horizontal-scaling" class="md-nav__link">
Scalability - Horizontal scaling
</a>
<nav class="md-nav" aria-label="Scalability - Horizontal scaling">
<ul class="md-nav__list">
<li class="md-nav__item">
<a href="#refer_1" class="md-nav__link">
Refer
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</li>
<li class="md-nav__item">
<a href="#scalability-pattern-load-balancing" class="md-nav__link">
Scalability Pattern - Load Balancing
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<nav class="md-nav" aria-label="Scalability Pattern - Load Balancing">
<ul class="md-nav__list">
<li class="md-nav__item">
<a href="#refer_2" class="md-nav__link">
Refer
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</li>
</ul>
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<li class="md-nav__item">
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Scalability Pattern - LB Tasks
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<nav class="md-nav" aria-label="Scalability Pattern - LB Tasks">
<ul class="md-nav__list">
<li class="md-nav__item">
<a href="#service-discovery" class="md-nav__link">
Service discovery:
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</li>
<li class="md-nav__item">
<a href="#health-checking" class="md-nav__link">
Health checking:
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</li>
<li class="md-nav__item">
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Load balancing:
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</li>
</ul>
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<li class="md-nav__item">
<a href="#scalability-pattern-lb-methods" class="md-nav__link">
Scalability Pattern - LB Methods
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<nav class="md-nav" aria-label="Scalability Pattern - LB Methods">
<ul class="md-nav__list">
<li class="md-nav__item">
<a href="#least-connection-method" class="md-nav__link">
Least Connection Method
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</li>
<li class="md-nav__item">
<a href="#least-response-time-method" class="md-nav__link">
Least Response Time Method
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</li>
<li class="md-nav__item">
<a href="#round-robin-method" class="md-nav__link">
Round Robin Method
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</li>
<li class="md-nav__item">
<a href="#ip-hash" class="md-nav__link">
IP Hash
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</li>
</ul>
</nav>
</li>
<li class="md-nav__item">
<a href="#scalability-pattern-caching-content-delivery-networks-cdn" class="md-nav__link">
Scalability Pattern - Caching - Content Delivery Networks (CDN)
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</li>
</ul>
</nav>
</li>
<li class="md-nav__item">
<a href="#scalability-microservices" class="md-nav__link">
Scalability - Microservices
</a>
<nav class="md-nav" aria-label="Scalability - Microservices">
<ul class="md-nav__list">
<li class="md-nav__item">
<a href="#refer_3" class="md-nav__link">
Refer
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</li>
</ul>
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<li class="md-nav__item">
<a href="#scalability-sharding" class="md-nav__link">
Scalability - Sharding
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<nav class="md-nav" aria-label="Scalability - Sharding">
<ul class="md-nav__list">
<li class="md-nav__item">
<a href="#refer_4" class="md-nav__link">
Refer
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<li class="md-nav__item">
<a href="#applications-in-sre-role" class="md-nav__link">
Applications in SRE role
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</ul>
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@@ -958,7 +1176,7 @@
<li class="md-nav__item">
<a href="../../level101/systems_design/availability.md" class="md-nav__link">
<a href="../availability/" class="md-nav__link">
Availability
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<li class="md-nav__item">
<a href="../../level101/systems_design/fault-tolerance.md" class="md-nav__link">
<a href="../fault-tolerance/" class="md-nav__link">
Fault Tolerance
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<li class="md-nav__item">
<a href="../../level101/systems_design/conclusion.md" class="md-nav__link">
<a href="../conclusion/" class="md-nav__link">
Conclusion
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<li class="md-nav__item">
<a href="../../level101/metrics_and_monitoring/introduction/" class="md-nav__link">
<a href="../../metrics_and_monitoring/introduction/" class="md-nav__link">
Introduction
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</li>
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<li class="md-nav__item">
<a href="../../level101/metrics_and_monitoring/command-line_tools/" class="md-nav__link">
<a href="../../metrics_and_monitoring/command-line_tools/" class="md-nav__link">
Command-line Tools
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<li class="md-nav__item">
<a href="../../level101/metrics_and_monitoring/third-party_monitoring/" class="md-nav__link">
<a href="../../metrics_and_monitoring/third-party_monitoring/" class="md-nav__link">
Third-party Monitoring
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<li class="md-nav__item">
<a href="../../level101/metrics_and_monitoring/alerts/" class="md-nav__link">
<a href="../../metrics_and_monitoring/alerts/" class="md-nav__link">
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<li class="md-nav__item">
<a href="../../level101/metrics_and_monitoring/best_practices/" class="md-nav__link">
<a href="../../metrics_and_monitoring/best_practices/" class="md-nav__link">
Best Practices for Monitoring
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</li>
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<li class="md-nav__item">
<a href="../../level101/metrics_and_monitoring/observability/" class="md-nav__link">
<a href="../../metrics_and_monitoring/observability/" class="md-nav__link">
Observability
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<li class="md-nav__item">
<a href="../../level101/metrics_and_monitoring/conclusion/" class="md-nav__link">
<a href="../../metrics_and_monitoring/conclusion/" class="md-nav__link">
Conclusion
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<li class="md-nav__item">
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<a href="../../security/intro/" class="md-nav__link">
Introduction
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<li class="md-nav__item">
<a href="../../level101/security/fundamentals/" class="md-nav__link">
<a href="../../security/fundamentals/" class="md-nav__link">
Fundamentals of Security
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<li class="md-nav__item">
<a href="../../level101/security/network_security/" class="md-nav__link">
<a href="../../security/network_security/" class="md-nav__link">
Network Security
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<li class="md-nav__item">
<a href="../../level101/security/threats_attacks_defences/" class="md-nav__link">
<a href="../../security/threats_attacks_defences/" class="md-nav__link">
Threat, Attacks & Defences
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</li>
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<li class="md-nav__item">
<a href="../../level101/security/writing_secure_code/" class="md-nav__link">
<a href="../../security/writing_secure_code/" class="md-nav__link">
Writing Secure code
</a>
</li>
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<li class="md-nav__item">
<a href="../../level101/security/conclusion/" class="md-nav__link">
<a href="../../security/conclusion/" class="md-nav__link">
Conclusion
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<li class="md-nav__item">
<a href="../../CONTRIBUTING/" class="md-nav__link">
<a href="../../../CONTRIBUTING/" class="md-nav__link">
Contribute
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<a href="../../CODE_OF_CONDUCT/" class="md-nav__link">
<a href="../../../CODE_OF_CONDUCT/" class="md-nav__link">
Code of Conduct
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<li class="md-nav__item">
<a href="../../sre_community/" class="md-nav__link">
<a href="../../../sre_community/" class="md-nav__link">
SRE Community
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<div class="md-footer-nav">
<nav class="md-footer-nav__inner md-grid" aria-label="Footer">
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@@ -929,7 +929,7 @@
<li class="md-nav__item">
<a href="../level101/systems_design/intro.md" class="md-nav__link">
<a href="../level101/systems_design/intro/" class="md-nav__link">
Introduction
</a>
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@@ -941,7 +941,7 @@
<li class="md-nav__item">
<a href="../level101/systems_design/scalability.md" class="md-nav__link">
<a href="../level101/systems_design/scalability/" class="md-nav__link">
Scalability
</a>
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@@ -953,7 +953,7 @@
<li class="md-nav__item">
<a href="../level101/systems_design/availability.md" class="md-nav__link">
<a href="../level101/systems_design/availability/" class="md-nav__link">
Availability
</a>
</li>
@@ -965,7 +965,7 @@
<li class="md-nav__item">
<a href="../level101/systems_design/fault-tolerance.md" class="md-nav__link">
<a href="../level101/systems_design/fault-tolerance/" class="md-nav__link">
Fault Tolerance
</a>
</li>
@@ -977,7 +977,7 @@
<li class="md-nav__item">
<a href="../level101/systems_design/conclusion.md" class="md-nav__link">
<a href="../level101/systems_design/conclusion/" class="md-nav__link">
Conclusion
</a>
</li>