Qualification evidence

Measured results, with the test context attached.

MemoryPulse publishes selected technical results by workload and qualification window rather than treating one test as a universal production promise. Customer outcomes are established in the customer environment through Observe, Discovery, qualification, and authorization.

SEP 2026 · NVIDIA BLACKWELL B200

Immersive managed workflow

76.9%

Resident footprint measured from 3.491 GB baseline to 0.806 GB managed in the qualified immersive workflow. The baseline footprint was 4.33× the managed footprint.

LZ4 application codec retained29.97 / 59.94 fps qualified runsZero late frames in cited qualified runs
SEP 2026 · 24 HOUR

Sustained managed qualification

79.94%

Final sustained net reduction across four validation cycles, with 4.20 GB cumulative released in the cited qualification run.

1.08 ms managed workload p99Four validation cyclesLong-duration managed run
AUG 2026 · REDIS

Managed Redis proof

94.18%

Logical-use reduction measured from 126.07 MB to 7.33 MB in the qualification environment. This figure describes logical use in that test; it is not a universal resident-memory or fleet-capacity claim.

AUG 2026 · LEGACY HARDWARE

DL360 Gen7 / Quadro P1000

8.63 GB

Redis RSS returned during the two-hour Linux bare-metal qualification on an HP ProLiant DL360 Gen7 with NVIDIA Quadro P1000 hardware. Restore p99 was 3.329 ms in that environment.

EVIDENCE DISCIPLINE

What the public numbers do and do not establish

  • Each result applies to its identified workload, hardware, software path, policy, and test window.
  • A memory-footprint ratio does not by itself prove the same multiplier in total workload density, server reduction, rack reduction, or revenue.
  • CPU, networking, storage, accelerators, service-level requirements, placement rules, and other bottlenecks can limit realizable infrastructure value.
  • Production economics are established per customer environment rather than inferred from a single controlled result.
CONTROLLED TECHNICAL DILIGENCE

Deeper evidence is available under appropriate disclosure.

Detailed logs, qualification artifacts, integrity evidence, lifecycle results, and environment-specific test material can be provided during controlled technical diligence where appropriate. Public material is intentionally sufficient to evaluate the evidence posture without publishing proprietary state-selection, orchestration, or restoration implementation.

The purpose of a pilot is to replace assumptions with customer-specific evidence.

Observe and Discovery establish the baseline and opportunity. Qualification then measures release, restore, integrity, latency, and sustained behavior against agreed gates before any Managed authority is considered.