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        "content_html": "<h2>Source facts</h2>\n<p>Microsoft describes mirror-accelerated parity as a ReFS volume arrangement in Storage Spaces Direct that combines mirror and parity resiliency. Mirroring favors write performance while consuming capacity for copies; parity favors capacity efficiency but requires parity calculations when writing. ReFS moves data between the regions, accepting incoming writes in mirror storage and moving colder data into parity storage. <a href=\"https://learn.microsoft.com/en-us/windows-server/storage/refs/mirror-accelerated-parity\" target=\"_blank\" rel=\"noopener noreferrer\">Microsoft documentation</a>.</p>\n<h2>Applicability</h2>\n<p>Use this review when evaluating the mixed layout for a supported storage design. Record the application&#8217;s actual write pattern, capacity needs, and acceptance targets. Check the source&#8217;s requirements before applying its performance explanation.</p>\n<h2>DSE recommendation</h2>\n<p>Ask the application owner to supply a representative sustained workload rather than only a short demonstration. Include the periods that matter operationally, such as ingestion or maintenance. Compare the proposed layout with the alternative under consideration using the same acceptance criteria. Record available capacity and the chosen mirror/parity allocation with each observation.</p>\n<h2>Verification</h2>\n<p>Run the approved test for the agreed duration and preserve both application-level timings and storage observations. Look at behavior throughout the run rather than reporting only its fastest interval. Document whether the workload and free-space conditions matched the plan. Treat the observed result as evidence for that configuration, and review it again if the workload changes.</p>\n<h2>Official references</h2>\n<p><a href=\"https://learn.microsoft.com/en-us/windows-server/storage/refs/mirror-accelerated-parity\" target=\"_blank\" rel=\"noopener noreferrer\">Microsoft Learn: Mirror-accelerated parity</a>. Source reviewed September 8, 2026.</p>",
        "content_text": "Source facts\nMicrosoft describes mirror-accelerated parity as a ReFS volume arrangement in Storage Spaces Direct that combines mirror and parity resiliency. Mirroring favors write performance while consuming capacity for copies; parity favors capacity efficiency but requires parity calculations when writing. ReFS moves data between the regions, accepting incoming writes in mirror storage and moving colder data into parity storage. Microsoft documentation.\nApplicability\nUse this review when evaluating the mixed layout for a supported storage design. Record the application’s actual write pattern, capacity needs, and acceptance targets. Check the source’s requirements before applying its performance explanation.\nDSE recommendation\nAsk the application owner to supply a representative sustained workload rather than only a short demonstration. Include the periods that matter operationally, such as ingestion or maintenance. Compare the proposed layout with the alternative under consideration using the same acceptance criteria. Record available capacity and the chosen mirror/parity allocation with each observation.\nVerification\nRun the approved test for the agreed duration and preserve both application-level timings and storage observations. Look at behavior throughout the run rather than reporting only its fastest interval. Document whether the workload and free-space conditions matched the plan. Treat the observed result as evidence for that configuration, and review it again if the workload changes.\nOfficial references\nMicrosoft Learn: Mirror-accelerated parity. Source reviewed September 8, 2026.",
        "content_markdown": "## Source facts\n\nMicrosoft describes mirror-accelerated parity as a ReFS volume arrangement in Storage Spaces Direct that combines mirror and parity resiliency. Mirroring favors write performance while consuming capacity for copies; parity favors capacity efficiency but requires parity calculations when writing. ReFS moves data between the regions, accepting incoming writes in mirror storage and moving colder data into parity storage. [Microsoft documentation](https://learn.microsoft.com/en-us/windows-server/storage/refs/mirror-accelerated-parity).\n\n## Applicability\n\nUse this review when evaluating the mixed layout for a supported storage design. Record the application’s actual write pattern, capacity needs, and acceptance targets. Check the source’s requirements before applying its performance explanation.\n\n## DSE recommendation\n\nAsk the application owner to supply a representative sustained workload rather than only a short demonstration. Include the periods that matter operationally, such as ingestion or maintenance. Compare the proposed layout with the alternative under consideration using the same acceptance criteria. Record available capacity and the chosen mirror/parity allocation with each observation.\n\n## Verification\n\nRun the approved test for the agreed duration and preserve both application-level timings and storage observations. Look at behavior throughout the run rather than reporting only its fastest interval. Document whether the workload and free-space conditions matched the plan. Treat the observed result as evidence for that configuration, and review it again if the workload changes.\n\n## Official references\n\n[Microsoft Learn: Mirror-accelerated parity](https://learn.microsoft.com/en-us/windows-server/storage/refs/mirror-accelerated-parity). Source reviewed September 8, 2026."
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