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<h1 id="data-storage-model">Data Storage Model</h1>
<h2 id="improving-how-sra-data-is-distri">Improving How SRA Data Is Distributed</h2>
<p>As SRA continues to mature in the cloud and to grow in size, we recognize the need to improve our data
storage model while keeping in mind sustainability and ease of use of such a prolific archive. We need to
streamline our data storage model and are in the process of kicking off this effort, which will take
4-7 months to fully realize. As market and technical conditions change, we will continue to
monitor and refine our model, ensuring transparency of data movements to the best of our ability. </p>
<h3 id="benefits">Benefits</h3>
<ul>
<li>Improving user experience while keeping any user-facing costs at a minimum </li>
<li>Reducing costs by removing duplicate data across repositories </li>
<li>Advancing SRA's accuracy in tracking of data status and location </li>
<li>Improving auditing, technical, and curation processes </li>
<li>Improving data management by simplifying data storage </li>
<li>Maintaining our full archive plus a disaster recovery copy while minimizing the tax-payer burden over the next five years and into the future </li>
</ul>
<h2 id="sra-availability">SRA Availability</h2>
<p>As we transition to the revised data storage model (see Diagram), the entire corpus of SRA will
continue to remain available to users across <a title="SRA Data Formats" href="/sra/docs/sra-data-formats/">all data formats</a>: </p>
<ul>
<li>Submitted raw files </li>
<li>SRA Normalized </li>
<li>SRA Lite </li>
</ul>
<div class="shadowing"><a data-jig="ncbipopper" data-resizable="false" href="#target1"><img src="/core/assets/sra/images/sra-data-storage-model.png" alt="SRA data storage" width="400" /></a></div>
<div class="shadowing" id="target1"><img src="/core/assets/sra/images/sra-data-storage-model.png" alt="SRA Status Flow" width="851" /></div>
<h3 id="submitted-raw-files">Submitted Raw Files</h3>
<p>Raw submitted files can be easily retrieved from cold storage using our <a target="_blank" title="CDDS service" href="https://ncbiinsights.ncbi.nlm.nih.gov/2021/09/23/sra-cloud-bucket/">CDDS service</a>. </p>
<h3 id="sra-normalized-files">SRA Normalized Files</h3>
<p><a title="SRA Normalized Files" href="/sra/docs/sra-data-formats/">SRA Normalized</a> files will remain accessible through <a target="_blank" title="AWS ODP" href="https://ncbiinsights.ncbi.nlm.nih.gov/2021/02/25/sra-aws-open-data/">AWS ODP</a>. </p>
<h3 id="sra-lite">SRA Lite</h3>
<p>The move to broaden distribution of <a title="SRA Lite format" href="/sra/docs/sra-data-formats/">SRA Lite format</a> is beneficial for most users,
the vast majority of the time. </p>
<p><a target="_blank" title="SRA Lite" href="https://ncbiinsights.ncbi.nlm.nih.gov/2021/10/19/sra-lite/"><em>SRA Lite</em></a> supports reliable and
faster data transfer, downloads, and analysis using current tools. </p>
<ul>
<li>A complete copy of SRA, with some mix of <em>SRA Normalized</em> and <em>SRA Lite</em> formats, will continue to be available in Google Cloud as we transition GCP entirely from <em>SRA Normalized</em> to <em>SRA Lite</em>. </li>
<li>Our NCBI servers will also have a mix of <em>SRA Normalized</em> and <em>SRA Lite</em> as we process NCBI stored files to <em>SRA Lite</em> format, which we are planning to be complete in approximately spring 2023. At that time, we expect to have completely transitioned to <em>SRA Lite</em> NCBI storage. </li>
</ul>
<h3 id="sra-tool-kit">SRA Tool Kit</h3>
<p>If you are using the <a target="_blank" title="The SRA Toolkit" href="https://github.com/ncbi/sra-tools">SRA Toolkit</a>, you may continue to set your location and file format preferences and allow the toolkit to optimize by speed and expense on your behalf. </p>
<h3 id="questions">Questions?</h3>
<p>If you have any questions, please contact us at <a href="mailto:sra@ncbi.nlm.nih.gov?subject=SRA">sra@ncbi.nlm.nih.gov</a> for assistance. </p>
<p>Read our blog post on <a target="_blank" title="Improving How SRA Data is Distributed" href="https://ncbiinsights.ncbi.nlm.nih.gov/2022/12/15/sra-data-distribution/">Improving How SRA Data is Distributed</a> </p>
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<li><a title="Data Storage Model" href="/sra/docs/sra-data-storage-model">Data Storage Model</a> </li>
<li><a title="Root Cause Analysis: Summary and Report" href="/sra/docs/rca">Root Cause Analysis:</a><br /><a title="Root Cause Analysis: Summary and Report" href="/sra/docs/rca"> Summary and Report</a></li>
</ul>
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