Training Course Professional

Quantum Computing for Data Centre Energy Optimisation and Cooling

Applying quantum optimisation to power distribution, cooling system scheduling, and workload placement.

Full day (6 hours)
Certificate on completion

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Qrypto Cyber
Eclypses
Arqit
QuantBond
Krown
Applied Quantum
Quantum Bitcoin
Venari Security
QuStream
BHO Legal
Census
QSP
IONQ - ID Quantique
Patero
Entopya
Belden
Atlant3D
Zenith Studio
Qudef
Aries Partners
GQI
Upperside Conferences
Austrade
Arrise Innovations
CyberRST
Triarii Research
QSysteme
WizzWang
DeepTech DAO
Xyberteq
Viavi
Entrust
Qsentinel
Nokia
Gopher Security
Quside
QIZ
Global Quantum Intelligence

Course Overview

For data centre operations directors and energy managers. Covers quantum optimisation applications for cooling dispatch scheduling, workload placement for PUE reduction, UPS load balancing, and renewable energy procurement. Includes QUBO formulations, benchmark-specific performance comparisons against classical solvers, honest NISQ hardware assessment, and vendor landscape evaluation.

Curriculum

Course content is structured into sessions below. Each session is configurable to your organisation's environment, threat model, and objectives.

# Session Topics
1 The Data Centre Energy Problem at Scale Why classical optimisation hits limits as facility complexity grows
2 Quantum Optimisation Algorithms for Energy Management QAOA, VQE, and quantum annealing applied to data centre operations
  • QAOA (Quantum Approximate Optimisation Algorithm) for cooling dispatch scheduling across multiple CRAH/CRAC units
  • Quantum annealing for workload placement: encoding server allocation as QUBO with thermal constraints
  • VQE (Variational Quantum Eigensolver) for renewable energy procurement portfolio optimisation
Break
3 QUBO Formulations for Data Centre Energy Problems Translating operational constraints into quantum-native representations
  • Cooling dispatch as QUBO: encoding thermal zone constraints, chiller capacity limits, and free-cooling eligibility windows
  • UPS and generator load balancing: penalty term calibration for N+1 redundancy constraints
  • Workload placement for PUE reduction: encoding rack power density limits, hot-aisle/cold-aisle constraints, and live migration costs
4 Interactive Demonstration: Energy Optimisation Pipeline Full-day format only
  • Formulating a cooling dispatch problem as QUBO using D-Wave Ocean SDK
  • Running on quantum annealer versus classical simulated annealing baseline
  • Interpreting solution quality: energy consumption versus thermal constraint satisfaction trade-offs
Break
5 Current Hardware Limits and Honest Performance Assessment What works now, what does not, and the realistic timeline
  • NISQ performance ceiling: problem sizes achievable today on D-Wave Advantage (5,000+ qubits) and gate-based hardware (50-100 qubits with noise mitigation)
  • Benchmark-specific performance comparisons: quantum annealing versus classical solvers (Gurobi, CPLEX) on realistic data centre scheduling instances
  • Quantum-inspired classical alternatives: Fujitsu Digital Annealer, Toshiba SQBM+, and their competitive position for near-term deployment
6 Vendor Landscape and Adoption Framework Independent guidance on quantum optimisation for data centre operations
  • D-Wave (annealing), IBM, IonQ, Quantinuum (gate-based): capability comparison for combinatorial optimisation
  • Integration paths: quantum optimisation as a service versus on-premises QPU for data centre operators
  • Pilot design: structuring a proof-of-concept with realistic ROI expectations and success criteria
7 Q&A and Pilot Planning

Designed and Delivered By

Training courses are designed and delivered by QSECDEF in collaboration with subject specialists. All instructors have direct experience in quantum technologies and security.

QD

Quantum Security Defence

Course design and delivery

QSECDEF brings expertise in post-quantum cryptography, quantum computing strategy, and defence-grade security assessment. Our membership spans 900+ organisations and 1,500+ professionals working at the intersection of quantum technologies and critical infrastructure security.

Enquire About This Course

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