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Reproducible Quantum Workflows for Digital Twin Validation

Quota management, chargeback, offline deployment, and sealed evidence bundles for EuroHPC, national labs, and research consortia.

HPC Center Challenges

Reproducibility Gap

Digital twin simulations require deterministic quantum execution with verifiable provenance.

Funding body audit risk

Chargeback Complexity

Multi-tenant HPC environments need per-project quantum cost attribution.

Budget opacity

Offline Constraints

Air-gapped clusters and sovereign requirements prevent cloud-only deployment.

EuroHPC compliance

What You Get in 30 Days

Production-ready HPC integration with verifiable outputs.

Scheduler Integration

SLURM, PBS, LSF native support

Evidence Bundles

Each job's evidence sealed under a SHA-256 Merkle root

Chargeback Reports

Per-project cost attribution

Offline Mode

Air-gapped cluster deployment

Digital Twin Validation Workflow

Ensure model-hardware fidelity with reproducible quantum executions.

1

Classical Simulation

Run digital twin model

2

Quantum Execution

Execute on QPU via QCOS

3

Evidence Capture

Generate sealed bundle

4

Fidelity Check

Compare outputs

5

Audit Trail

Tamper-evident audit record

Native HPC Scheduler Integration

QCOS integrates directly with your existing job scheduler. Quantum jobs are submitted alongside classical workloads with unified resource management.

S

SLURM

Native sbatch integration with quantum resource types

P

PBS Pro

qsub compatibility with quantum queue management

L

LSF

bsub support for hybrid quantum-classical workflows

#!/bin/bash
#SBATCH --job-name=vqe_optimization
#SBATCH --partition=quantum
#SBATCH --qos=research
#SBATCH --account=project_2001234

# Illustrative SLURM integration — not a real execution record
# Activate the environment that provides the softqcos CLI
module load softqcos

# Submit the quantum job (every QCOS run records an evidence bundle)
softqcos jobs submit \
  --circuit circuit.qasm \
  --backend simulator \
  --shots 4096

# Fetch the evidence bundle, sealed under a SHA-256 Merkle root
softqcos jobs evidence <job-id> --output ./output/evidence.json
echo "Job completed: $SLURM_JOB_ID"

Verifiable Performance Data

Every benchmark in the registry includes sealed, hash-chained artifacts.

Benchmark Attestations

  • Gate fidelities with confidence intervals
  • T1/T2 coherence times
  • Compilation overhead
  • Queue latency statistics
  • Methodology + seed + shots hash

Evidence Bundle Contents

  • Circuit hash (SHA-256)
  • Backend identifier
  • Execution timestamp
  • Input parameters + seeds
  • Measurement results
  • SHA-256 Merkle root (seal)

Deployment Options

Cloud Gateway

QCOS Cloud as control plane with on-prem execution

  • Managed updates
  • Hosted in West Europe

Hybrid

Local orchestrator with cloud-hosted evidence bundles

  • On-prem compute
  • Cloud audit trail
  • Flexible scaling

Air-gapped

Fully offline deployment with QuantumLock licensing

  • No internet required
  • Offline validation
  • Sovereign control

Ready for a Technical Validation?

Let's discuss your HPC environment and integration requirements.