Case studies & qualification evidence

Measured workload evidence instead of generic benchmark claims.

These case studies summarize selected controlled qualification results. They are not customer endorsements and do not imply that another environment will reproduce the same result. The purpose of an enterprise pilot is to establish the customer-specific result.

BLACKWELL B200Immersive workflow
3.491 GB→0.806 GB

76.9% lower resident footprint in the qualified workflow.

The application codec remained LZ4. The cited qualification maintained the identified frame-rate targets with zero late frames in the cited qualified runs. The baseline resident footprint was 4.33× the managed footprint.

BlackwellGPU / XRManaged qualification
24 HOUR VALIDATIONSustained managed workload
79.94%·1.08 ms p99

Long-duration reduction remained sustained across four validation cycles.

The cited 24-hour qualification finished with 79.94% final sustained net reduction, approximately 4.20 GB cumulative released, and 1.08 ms managed-workload p99.

24 hours4 cyclesSustained validation
REDISManaged proof
126.07 MB→7.33 MB

94.18% logical-use reduction in the cited Redis qualification.

The test used 2,001 keys and released 1,900 qualified keys. The 94.18% figure describes logical use in that environment; it should not be generalized as an automatic resident-memory or fleet-capacity result.

Redis2,001 keys1,900 released
LEGACY INFRASTRUCTUREDL360 Gen7 / Quadro P1000
8.63 GB·3.329 ms

Strong qualification evidence was not limited to newest-generation hardware.

During the two-hour Linux bare-metal qualification on HP ProLiant DL360 Gen7 / NVIDIA Quadro P1000 hardware, Redis RSS returned measured 8.63 GB and restore p99 measured 3.329 ms.

Legacy hardwareLinuxRedis
READ THE NUMBERS CORRECTLY

Technical reduction is an input to a business case, not the business case itself.

  • A 4.33× resident-footprint ratio does not prove 4.33× total workload density.
  • CPU, accelerator, network, storage, placement, software, and service-level constraints can become the next bottleneck.
  • Hardware, rack, cooling, and revenue value is modeled only after the customer-specific technical result is established.
  • Public case studies describe controlled MemoryPulse qualification evidence, not customer testimonials unless explicitly identified as such.