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Fix noisy neighbor link markdown syntax (#638)
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@ -869,7 +869,7 @@ EC2
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- Instance user-data is [limited to 16 KB](http://docs.aws.amazon.com/AWSEC2/latest/UserGuide/ec2-instance-metadata.html#instancedata-add-user-data). (This limit applies to the data in raw form, not base64-encoded form.) If more data is needed, it can be downloaded from S3 by a user-data script.
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- Very new accounts may not be able to launch some instance types, such as GPU instances, because of an initially imposed “soft limit” of zero. This limit can be raised by making a support request. See [AWS Service Limits](http://docs.aws.amazon.com/general/latest/gr/aws_service_limits.html) for the method to make the support request. Note that this limit of zero is [not currently documented](http://docs.aws.amazon.com/general/latest/gr/aws_service_limits.html#limits_ec2).
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- Since multiple AWS instances all run on the same physical hardware, early cloud adopters encountered what became known as the [Noisy Neighbor problem](https://searchcloudcomputing.techtarget.com/definition/noisy-neighbor-cloud-computing-performance). This feeling of not getting what you are paying for led to [user frustration](https://twitter.com/technicallyjosh/status/668963405831651328), however "steal" may not be the best word to describe what's actually happening based on a [detailed explanation of how the kernel determine steal time](https://support.cloud.engineyard.com/hc/en-us/community/posts/203751578-Explanation-of-Steal-Time). Avoiding having CPU steal affect your application in the cloud may be best handled by [properly designing your cloud architecture](https://www.infoworld.com/article/3073503/cloud-computing/debunking-the-clouds-noisy-neighbor-myth.html).
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- AWS [introduced Dedicated Tenancy](https://aws.amazon.com/blogs/aws/amazon-ec2-dedicated-instances/) in 2011. This allows customers to have all resources from a single server. Some saw this as a way to solve the [noisy neighbor problem] (https://www.infoworld.com/article/3008225/cloud-computing/amazon-dedicated-hosts-bye-bye-to-noisy-cloud-neighbors.html) since only that customer uses the CPU. This approach comes with a significant risk if that physical system needed any type of maintenance. If a customer had 20 instances running using shared tenancy and one underlying server needed maintenance, only the instance on that server would go offline. If that customer had 20 instances running using dedicated tenancy, when the underlying server needs maintenance, all 20 instances would go offline.
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- AWS [introduced Dedicated Tenancy](https://aws.amazon.com/blogs/aws/amazon-ec2-dedicated-instances/) in 2011. This allows customers to have all resources from a single server. Some saw this as a way to solve the [noisy neighbor problem](https://www.infoworld.com/article/3008225/cloud-computing/amazon-dedicated-hosts-bye-bye-to-noisy-cloud-neighbors.html) since only that customer uses the CPU. This approach comes with a significant risk if that physical system needed any type of maintenance. If a customer had 20 instances running using shared tenancy and one underlying server needed maintenance, only the instance on that server would go offline. If that customer had 20 instances running using dedicated tenancy, when the underlying server needs maintenance, all 20 instances would go offline.
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