01 / CAPACITY
Free useful headroom
See how much workload-specific memory remains avoided after reaccess and verified restoration—not just gross release totals.
Demo node1 DEMO
Managed Cycle4 / 4 demo
Simulated requests / cycle5,000,000
Errors0 simulated
SnapshotSTATIC SAMPLE
Evidence SourceDEMO / NOT LIVE
PUBLIC DEMONSTRATION · MEMORYPULSE DASHBOARD PREVIEW
24-hour reference profile · 79.94% net reduction · 1.08 ms published workload p99
20M simulated requests total (5M per cycle)4 illustrative Managed cycles0 simulated integrity failures81.0% peak hot-pool reduction2.36 ms example restore p991.08 ms published 24h workload p99
DEMO
Qualification state
ANIMATED TELEMETRY • 100% SYNTHETIC
Watch the memory estate respond in real time
This is a browser-only simulation modeled around the 24-hour qualification ratio. The figures below change together and are not live data or additional measured results.
RUNNING SIMULATION
Changing memory footprintLast 40 synthetic observations · 00:00 elapsed
Active memory (MiB)Net avoided (MiB)
Trend-only overlay · independent vertical scales: active 900–1,140 MiB; avoided 3,750–4,240 MiB.
Illustrative activity1 sample
- Simulated workload established. No controller connected.
Source: Local deterministic demo model with small synthetic workload variations.Reference: Published 24h result: 79.94% sustained net and 1.08 ms request p99. These published metrics never fluctuate here.Boundary: No backend requests, private controller APIs, credentials or customer data.
Qualified B200 Footprint Ratio
4.33×
3.491 GB baseline ÷ 0.806 GB managed · separate qualified run; not 4.33× throughput
Sample Peak Hot-Pool Reduction
81.0%
Static 24h-style example · animation shown separately
Sample Gross Release
3.96 GiB
50.6 MiB restored · 3.91 GiB current net
Simulated Restore p99
2.36 ms
Animated synthetic demand restoration p99 · no universal SLO
Protected State
PASS
Illustrative protection design · no live authority
Additional Qualified Opportunity
Not estimated
Further savings require customer-specific qualification
Additional Evidence-Weighted Opportunity
Pending
No additional supported upside beyond conservative yet
Separate Discovery Sample
5.36 GiB
Workload-mapped bytes in separate 5.82 GiB illustrative estate; not physical savings
Simulated Current Net Hot Reduction
3.91 GiB
Animated synthetic profile; the frozen four-cycle story below is separate
Simulated Request Latency p99
1.08 ms
Animated synthetic request p99 · historical qualified p99 1.08 ms is separate
Discovery Proof
120 / 120
Synthetic discovery example; not authenticated live evidence
Sample Integrity Failures
0
Simulated status, not live qualification
Sample Thermal Condition
DEMO ONLY
No live temperature sensor or measured thermal claim
GPU Physical VRAM Return
Not detected
Not measured here; requires a connected, qualified GPU environment
GPU Reconstruction p99
Not detected
No GPU connected in this public demonstration
The Managed Release StoryWhat was hot, what MemoryPulse released, and what demand rebuilt
SYNTHETIC DEMO
Managed baseline4.89 GiBHot Redis memory before authorization
→
Immediately after release954 MiB3.958 GiB cumulative gross release in the example · 81.0% of 4.89 GiB hot pool
→
Demand restoration50.6 MiB108 simulated object restores · 50.6 MiB modeled restoration · 2.36 ms example p99
→
Current hot footprint1,005 MiB1,004.6 MiB active footprint · 3.909 GiB net avoided · 79.94% of 4.89 GiB example baseline
Why This MattersExecutive proof without overstating projections
How the sample is calculatedIllustrative starting hot pool: 4.89 GiB. After release: 954 MiB. Gross released: 3.958 GiB (cumulative across four example cycles).
Sustained headroom, not gross churnAdding 50.6 MiB of sample reaccess produces a 1,004.6 MiB working set; 3.909 GiB remains avoided, or 79.94% of the illustrated baseline.
Restore must qualifyThe 2.36 ms restore p99 is a demonstration value, not a published qualification measurement. Authorized production releases require verified restoration and customer SLO compliance.
Correctness before optimizationThe demo depicts zero integrity failures, but this is not independent proof of a real customer deployment or of production readiness.
Published 24-hour proofThe separate qualified 24-hour run reported 79.94% final sustained net reduction, 1.08 ms managed-workload p99 and 4.20 GB cumulative released over four cycles. Those figures are not outputs from this demo host.
Buyer outcome to validateQualify useful sustained memory headroom under the buyer’s own SLOs, then calculate potential capacity, capex, power and cooling benefits from measured bottlenecks.
Capacity OutcomeSample gross release; further opportunity not established
Latency Against SLOLower is better; unavailable metrics remain pending
Thermal & OverheadTemperature delta, load, and RackOps footprint
Degree-level sensor not active. Host load is not MemoryPulse CPU overhead; qualification coordination and RackOps are reported separately in Engineering.
Memory IntelligenceExample 4.89 GiB hot pool: sustained net avoided versus working set
DEMO NET / ACTIVE
Current active footprint (20.06%)1,004.6 MiB
Current net avoided (79.94%)3.909 GiB
Further qualified opportunityNot estimated
Observe-to-Managed Capacity ModelNo additional savings estimate is asserted without separate customer evidence
UNASSESSED
Conservative potentialNot estimated—No additional release beyond the modeled canary is evidenced here
Additional evidence-weightedNot estimated—Requires further mapping and customer qualification
Evidence-weighted totalNot estimated—An upper bound cannot be inferred from this demonstration
Truth boundary: Unknown and active-resolution state remain protected and are not included in potential. Actual Managed release, reconstruction, latency and physical memory return must be measured separately.
Executive SummaryReconciled arithmetic · public sample and published evidence clearly separated
PUBLIC DEMONSTRATION, NOT LIVE TELEMETRY. In this consistent illustrative 24-hour profile, a 4.89 GiB hot-memory baseline (5,007.36 MiB) declines to 954 MiB after four sample release cycles. Gross released across those cycles totals 4,053.36 MiB (3.958 GiB). A synthetic 50.6 MiB is subsequently restored, leaving 1,004.6 MiB active and 4,002.76 MiB (3.909 GiB) of sustained net reduction. Thus 4,002.76 ÷ 5,007.36 = 79.94% avoided. The separate published 24-hour qualification reported 79.94% sustained net reduction and 1.08 ms managed-workload p99, with 4.20 GB cumulative released; the published cumulative-release figure is NOT this example’s net. Example restore p99 (2.36 ms), request counts (20 million), integrity status and discovery activity are SYNTHETIC. Per-workload savings, physical memory return and hardware consolidation require validation in the buyer’s own environment.
ControllerDEMO / OFFLINE
DiscoverySTALE
ObserveOFFLINE DEMONSTRATION
AuthorizationPUBLIC DEMO · NO PRODUCTION AUTHORITY
Managed evidenceUNAVAILABLE
Last cycleDEMO DATA
Managed qualification reference
Public demonstration based on the separately published 24-hour qualification scale
Sustained net reduction79.94%Historical 24-hour qualification
Managed workload latency1.08 msHistorical p99
Demonstration host1Unconnected sample
Production authorizationDisabledPublic display only
Deployment value
Optimize useful memory headroom subject to customer-defined latency, correctness and restoration requirements.
Potential outcomeMore capacity from qualified infrastructure
Measurement standardEnvironment-specific qualification
Customer economic modelRequires site inputs and verified measurements
UNIVERSAL DISCOVERY · SAMPLE MAPPING
Illustrative Discovery: 4.02 GiB mapped candidate bytes within a 5.82 GiB sample estate (69.1%).
This is a synthetic mapping example, NOT qualified opportunity or measured customer savings. Release and restore authority require independent private assessment.
48 core adapter families in catalog · none connected in this demo455 example mapped State Contracts100% resolved groups in sampleILLUSTRATIVE DATAProduction authority: NO
SAMPLE / OFFLINEDemonstration-only estate values; no connected discovery service, customer system or live node telemetry.
ILLUSTRATIVE CANDIDATE CLASSIFICATION
69.1%of mapped sample estate classified as candidates (not savings)
4.02 GiB sample candidates (not savings)
Mapped resident estate5.82 GiB
Sample candidate classification4.02 GiB (not qualified savings)
Unestimated / protected remainder1.80 GiB
Production authorityDISABLED
DEMO MAPPING · not a live forecast or technical eligibility decision
This example maps 5.82 GiB and labels 4.02 GiB (69.1%) as an illustrative candidate class, leaving 1.80 GiB unestimated or protected. Candidate classification is neither measured resident-memory return nor guaranteed Managed savings. Only a customer-specific qualification can establish eligibility, sustained net improvement and SLO compliance.
From Discovery to Production ValueEvery step increases proof without silently creating authority
MEASURE → QUALIFY → AUTHORIZE
Qualification approachMeasure → Verify → AuthorizeSavings evidence is separate from managed authority.
1
DiscoveryMap memory, ownership, State Contracts and candidate classifications.
2
Live VerifyProve release/rebuild behavior on approved canaries under workload.
3
Managed EligiblePass integrity, physical return, reconstruction and latency gates.
4
Production AuthorizedEnable only issuer/customer-approved qualified scope.
Mapped Estate
5.82 GiB
Illustrative estate mapping; no connected discovery service
Workload-Mapped
5.36 GiB
Illustrative bytes attributed to workload adapter domains
Sample Discovery Candidates
4.02 GiB
Illustrative candidates only · not measured savings
Additional Evidence-Weighted Opportunity
Pending
No incremental supported estimate beyond conservative yet
Active Resolution
0 groups
Protected while evidence accumulates · never counted as savings
Live qualification
0 B
Authenticated live qualification evidence only
Managed Eligible
0 B
Technical eligibility · still not authority
Production Authorized
0 B
Issuer/customer-authorized Managed scope only
State Resolution
100.0%
0 groups remain in active resolution; all are action-protected
State Contracts
455 / 455
Sample contracts; no live environment mapped
Core Adapter Coverage
48 catalog families
Silent omission must remain zero
Snapshot Maturity
SAMPLE SNAPSHOT
NOT LIVE QUALIFICATION
Where MemoryPulse Found the OpportunityResident-bounded per-node customer truth. These node values are additive across distinct nodes.
0 / 1 CONNECTED
Illustrative node1 demonstration hostNo customer identity or real infrastructure connection.
Top State & Adapter EvidenceShows where candidate state is observed. Logical adapter bytes are evidence views and are not additive physical savings.
NON-ADDITIVE LOGICAL VIEW
Adapter analysisDomain-level onlyInternal adapter IDs, individual evidence mappings and integration steps are withheld.
What MemoryPulse ProtectsSafety is part of the value proposition: unresolved, authoritative and unqualified state does not become savings.
UNKNOWN = PROTECTED
Protection boundariesKnown · unknown · protectedState classification requires customer-specific evidence.
Evidence LadderEvidence quality increases technical confidence; it never creates commercial or Managed authority
EVIDENCE ≠ AUTHORITY
Evidence progressionObserve → Discovery → Deep Discovery → ManagedEach stage requires customer-specific qualification.
State Resolution & ContractsKnown state is separated from active resolution; unresolved state remains action-protected and is never counted as savings
ACTIVE RESOLUTION
State resolutionProtected by defaultDiscovery identifies ownership and verification requirements. Exact classification rules are not included.
Universal Adapter Discovery Matrix48 core families plus explicit extensions. Presence, evidence, candidate bytes and Managed truth stay separate.
ADAPTER FAMILIES · PUBLIC OVERVIEW
| Adapter | Status | Mapped | Candidate | Nodes | Evidence | Managed truth | Requirement / next step |
|---|---|---|---|---|---|---|---|
| Cache and runtime state | Observed sample | 1.82 GiB | 1.24 GiB | Demo | Illustrative | Not authorized | Customer qualification required |
| Database and structured data | Read-only sample | 0.76 GiB | Withheld | Demo | Illustrative | Not authorized | Customer qualification required |
| Accelerator and GPU | Availability varies | Pending | Withheld | Demo | Illustrative | Not authorized | Customer qualification required |
| AI and inference runtimes | Requires validation | Pending | Withheld | Demo | Illustrative | Not authorized | Customer qualification required |
| Host, VM and hypervisor | Detected sample | 1.11 GiB | Withheld | Demo | Illustrative | Not authorized | Customer qualification required |
| Cloud and container environments | Discovery example | 0.49 GiB | Withheld | Demo | Illustrative | Not authorized | Customer qualification required |
| Media and XR workloads | Adapter examples | Pending | Withheld | Demo | Illustrative | Not authorized | Customer qualification required |
Client Truth BoundaryWhat the dashboard may say now versus what still requires live qualification and issuer approval
Public historical qualificationsSeparate workloads24-hour Managed, Redis, Blackwell and legacy Linux results must not be combined into a single workload.
Production readinessNot established by this pageProduction qualification requires independent evaluation.
GPU QualificationPhysical VRAM return, native reconstruction, integrity, utilization, thermals and the customer-specified target remain separate
NOT DETECTED
GPUNot detectedNo GPU connected to this browser-only example
Live VRAMPendingRequires a connected and authorized environment
Physical VRAM returnPendingNot assessed within this offline sample (separate GPU results are published elsewhere)
Native reconstruction p99PendingDemand-to-usable CUDA reconstruction measurement pending
Integrity failuresPendingDeterministic GPU-state verification must remain zero
Qualification cyclesPending0 failures · production Managed remains disabled
GPU thermal / powerPendingRead-only hardware telemetry
Illustrative Latency MatrixSeparate request, reconstruction, discovery, and SLO paths
Sample request p991.08 msIllustrative telemetry aligned to separate historical 24h p99; sample 20 ms SLO
Observe p50 / p95 / p991.31 ms / 2.53 ms / 3.07 msIllustrative Observe distribution · sample 20 ms SLO
Managed workload p50 / p95 / p990.63 ms / 0.91 ms / 1.08 msIllustrative percentile distribution; only separately cited 1.08 ms p99 is historical
Post-rebuild p50 / p95 / p990.66 ms / 0.94 ms / 1.11 msImmediate request path after restoration · illustrative 20 ms customer SLO
Restore p50 / p95 / p990.83 ms / 1.51 ms / 2.36 msReconstruction canary · illustrative 100 ms customer restore SLO
Discovery latest / average / p9575.04 s / 75.13 s / 75.31 sFull environment pass—not application request latency
Requests / errors20,000,000 / 0Illustrative total across 4 sample cycles (5M each); 0 sample errors
Host, Thermal & Overhead TelemetryHost load, MemoryPulse coordination, fixtures, and RackOps remain separate
Host telemetryIllustrative onlyDetailed environment configuration and controller footprints are intentionally withheld.
Managed Release CyclesAuthorization, memory snapshots, protected state, reconstruction and request latency per cycle
4 SAMPLE CYCLES
| Cycle | Sample status | Demand profile | Target working set | Example eligible objects | Baseline | After release | Gross release | Peak reduction | Sample protection | Restored objects | Restored bytes | Sustained net | Restore p99 | Post-rebuild p99 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | DEMO PASS | simulated partial reaccess | 100.0% | 420 | 4.89 GiB | 3.90 GiB | 1010.0 MiB | 20.2% | DEMO PASS | 26 | 12.7 MiB | 19.92% | 2.06 ms | 1.05 ms |
| 2 | DEMO PASS | simulated partial reaccess | 50.0% | 450 | 3.90 GiB | 2.93 GiB | 1000.0 MiB | 25.0% | DEMO PASS | 52 | 25.3 MiB | 39.64% | 2.14 ms | 1.06 ms |
| 3 | DEMO PASS | simulated partial reaccess | 30.0% | 470 | 2.93 GiB | 1.93 GiB | 1020.0 MiB | 34.0% | DEMO PASS | 80 | 38.0 MiB | 59.75% | 2.25 ms | 1.08 ms |
| 4 | DEMO PASS | simulated partial reaccess | 20.0% | 460 | 1.93 GiB | 954 MiB | 1023.4 MiB | 51.8% | DEMO PASS | 108 | 50.6 MiB | 79.94% | 2.36 ms | 1.11 ms |
Safety & Trust GatesZero-tolerance controls and authority boundaries
Protected by defaultUnqualified or unknown state is not eligible for release.
DESIGNCustomer SLO controlsManaged operation must honor defined performance targets.
DESIGNVerified restorationRequired before authorized state release.
DESIGNPublic demo authorizationNo operational control or production entitlement.
DISABLEDAdapter Qualification Matrix48 adapter families in the public catalog; zero connected to this offline demo
0 CONNECTED · DEMO ONLY
Adapter coverage48 core familiesIndividual adapter identifiers and qualification procedures are intentionally withheld in this public demonstration.
Supported domainsCache · databases · GPU · AI · host · cloud · XRDeployment support depends on the customer environment and qualified adapters.
Technical Evidence SummaryMap depth, authorization, memory accounting and reconstruction evidence
State evidenceIllustrative onlyTechnical reports and individual state contracts are shared only in authorized evaluations.
Backend implementationNot includedThis public edition contains no runtime optimization, restoration or orchestration engine.
Alerts & Unresolved RequirementsAnything not proven remains visible and protected
Public preview: exact access gaps and customer evidence are available only in private evaluations.
Node Time SeriesHistorical frozen sample chart; separate from the animated synthetic telemetry panel above
Baseline hot pool4.89 GiB illustrative starting footprintGross released3.958 GiB cumulative in sampleCurrent net avoided3.909 GiB net at end of sampleActive working set1,004.6 MiB after sample reaccess
Managed releaseDiscovery milestoneService restart
Node, Host, VM & Instance TopologyVisibility boundary, operating profile and evidence scope per node
1 NODE
demonstration-estate0/1 ONLINE
memorypulse-demo-node
DEMO ONLY
Synthetic 24 Hour Managed Demonstration / Separate From Release Qualification
Sample node summary · detailed qualification evidence available on request
Selected Node EvidenceRestricted evidence intentionally omitted from public experience
Sample nodePublic demonstrationNo internal runtime receipts, fingerprints, tokens, or source provenance disclosed.
Evidence ProvenanceHashes and customer-value boundary
Data provenancePublic demonstrationSynthetic runtime profile modeled on separately published evidence; no customer records, source hashes or license metadata.
Evidence availabilityOn requestDetailed qualification artifacts are provided through authorized diligence.