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@ -4,7 +4,7 @@ The following section is a brief overview of some of the motivating factors behi
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## A Paper To Love
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The concept of a Log Structured Merge Tree is described within the 1996 paper ["The Log Structured Merge Tree"](http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.44.2782&rep=rep1&type=pdf) by Patrick O'Neil et al. The paper is not specific on precisely how a LSM-Tree should be implemented, proposing a series of potential options. The paper's focus is on framing the justification for design decisions in the context of hardware economics.
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The concept of a Log Structured Merge Tree is described within the 1996 paper ["The Log Structured Merge Tree"](http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.44.2782&rep=rep1&type=pdf) by Patrick O'Neil et al. The paper is not specific on precisely how an LSM-Tree should be implemented, proposing a series of potential options. The paper's focus is on framing the justification for design decisions in the context of hardware economics.
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The hardware economics at the time of the paper were:
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@ -24,13 +24,13 @@ Based on the experience of running Riak at scale in production for the NHS, what
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The purchase costs of disk though, do not accurately reflect the running costs of disks - because disks fail, and fail often. Also the hardware choices made by the NHS for the Spine programme, do not necessarily reflect the generic industry choices and costs.
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To get an up-to-date objective measure of the overall exists are, assuming data centres are run with a high degree of efficiency and savings of scale - the price list for Amazon EC2 instances can assist, by directly comparing the current prices of different instances.
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To get an up-to-date and objective measure of what the overall costs are, the Amazon price list can assist if we assume their data centres are managed with a high-degree of efficiency due to their scale. Assumptions on the costs of individual components can be made by examining differences between specific instance prices.
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As at 26th January 2017, the [on-demand instance pricing](https://aws.amazon.com/ec2/pricing/on-demand/) for servers is:
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- c4.4xlarge - 16 CPU, 30 GB RAM, EBS only - $0.796
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- r4.xlarge - 4 CPU, 30GB RAM, EBS only - $0.266
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- r4.xlarge - 4 CPU, 30 GB RAM, EBS only - $0.266
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- r4.4xlarge - 16 CPU, 122 GB RAM, EBS only - $1.064
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