Caladrius

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Caladrius is a root-cause analysis and closed-loop remediation platform for GPU infrastructure. When a job stalls or slows, it traces the problem below the application layer, across device, fabric, storage, and workload then drives the fix on your approval and verifies it held.
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Press Releases

Caladrius Joins NVIDIA Inception Program to Accelerate Automated GPU Infrastructure Diagnostics and Remediation

21 Jul 2026 Caladrius The Caladrius Team
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Caladrius Emerges From Stealth to Deliver Full-Loop GPU Infrastructure Observability and Remediation

21 Jul 2026 Caladrius The Caladrius Team
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    Sponsor Editorial

    Beyond Utilization: Measuring Useful Work on Rented GPU Infrastructure

    Beyond Utilization: Measuring Useful Work on Rented GPU Infrastructure

    01 Sep 2026 Caladrius Seetharam Param
    GPU utilization" measures busy, not productive — so tenants pay for stalled accelerators they can't see. This paper defines an MFU-based efficiency model, measured against paid GPU-hours, that Caladri …
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