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Visibility section, list of books (#287)
* Visibility section - More consistent vocabular: metrics vs statistics - Added Prometheus as TSDB alternative to Graphite - Split Grafana into a visualize/dashboard point * Add section for books in "Further Reading" * Added missing books from issue #243
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README.md
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README.md
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@ -513,9 +513,10 @@ This guide is about AWS, not DevOps or server configuration management in genera
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- Cloud-based services such as [Sumo Logic](https://www.sumologic.com/), [Splunk Cloud](http://www.splunk.com/en_us/cloud.html), [Scalyr](https://www.scalyr.com/), and [Loggly](https://www.loggly.com/) are the easiest to set up and use (and also the most expensive, which may be a factor depending on how much log data you have).
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- Major open source alternatives include [Elasticsearch](https://github.com/elastic/elasticsearch), [Logstash](https://github.com/elastic/logstash), and [Kibana](https://github.com/elastic/kibana) (the “[Elastic Stack](https://www.elastic.co/webinars/introduction-elk-stack)”) and [Graylog](https://www.graylog.org/).
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- If you can afford it (you have little data or lots of money) and don’t have special needs, it makes sense to use hosted services whenever possible, since setting up your own scalable log processing systems is notoriously time consuming.
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- **Track and graph statistics:** The AWS Console can show you simple graphs from CloudWatch, you typically will want to track and graph many kinds of statistics, from CloudWatch and your applications. Collect and export helpful metrics everywhere you can (and as long as volume is manageable enough you can afford it).
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- **Track and graph metrics:** The AWS Console can show you simple graphs from CloudWatch, you typically will want to track and graph many kinds of metrics, from CloudWatch and your applications. Collect and export helpful metrics everywhere you can (and as long as volume is manageable enough you can afford it).
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- Services like [Librato](https://www.librato.com/), [KeenIO](https://keen.io/), and [Datadog](https://www.datadoghq.com/) have fancier features or better user interfaces that can save a lot of time. (A more detailed comparison is [here](http://blog.takipi.com/production-tools-guide/visualization-and-metrics/).)
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- [Grafana](https://github.com/grafana/grafana) and [Graphite](https://github.com/graphite-project/graphite-web) are leading open source options.
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- Use [Prometheus](https://prometheus.io) or [Graphite](https://github.com/graphite-project/graphite-web) as timeseries databases for your metrics (both are open source).
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- [Grafana](https://github.com/grafana/grafana) can visualize with dashboards the stored metrics of both timeseries databases (also open source).
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### Tips for Managing Servers
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@ -1674,6 +1675,18 @@ This section covers a few unusually useful or “must know about” resources or
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- [Awesome AWS](https://github.com/donnemartin/awesome-aws): A curated list of AWS tools and software
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- [AWS Tips I Wish I'd Known Before I Started](https://wblinks.com/notes/aws-tips-i-wish-id-known-before-i-started/): A list of tips from [Rich Adams](https://richadams.me/)
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- [AWS Whitepapers](https://aws.amazon.com/whitepapers/): A list of technical AWS whitepapers, covering topics such as architecture, security and economics.
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- Books
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- [Amazon Web Services in Action](https://www.manning.com/books/amazon-web-services-in-action)
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- [AWS Lambda in Action](https://www.manning.com/books/aws-lambda-in-action)
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- [Serverless Architectures on AWS](https://www.manning.com/books/serverless-architectures-on-aws)
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- [Serverless Single Page Apps](https://pragprog.com/book/brapps/serverless-single-page-apps)
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- [The Terraform Book](https://terraformbook.com/)
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- [AWS Scripted 2 book series](https://www.amazon.com/gp/product/B016QBB0GO?ref=series_rw_dp_labf)
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- [Amazon Web Services For Dummies](http://www.dummies.com/store/product/Amazon-Web-Services-For-Dummies.productCd-1118571835.html)
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- [AWS System Administration](http://shop.oreilly.com/product/0636920027638.do)
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- [Python and AWS Cookbook](http://shop.oreilly.com/product/0636920020202.do)
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- [Resilience and Reliability on AWS](http://shop.oreilly.com/product/0636920026839.do)
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- [AWS documentation as Kindle ebooks](https://www.amazon.com/Amazon-Web-Services/e/B007R6MVQ6)
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- General references
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- [Awesome Microservices](https://github.com/mfornos/awesome-microservices): A curated list of tools and technologies for microservice architectures. Worth browsing to learn about popular open source projects.
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- [Is it fast yet?](https://istlsfastyet.com/): Ilya Grigorik’s TLS performance overview
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