Quantum-Enhanced Software-Defined Networking: A Communication Perspective

Publikation: Beitrag in Buch/Konferenzbericht/Sammelband/GutachtenBeitrag in KonferenzbandBeigetragenBegutachtung

Beitragende

Abstract

Future 6G networks must handle ever-increasing demands for low-latency, high-throughput, and complex multiservice requirements. In this paper, we propose a hybrid quantum-classical approach that combines Software-Defined Networking (SDN) with the Quantum Approximate Optimization Algorithm (QAOA) to tackle routing optimization. By modeling routing as a Quadratic Unconstrained Binary Optimization (QUBO) problem and leveraging a gate-based quantum computer, our framework demonstrates the feasibility of using variational quantum methods for network tasks. We implement proof-of-concept scenarios in IBM Qiskit, outlining how a microservices-based SDN controller can incorporate a quantum solver for route calculation. Results highlight that QAOA can identify low-latency paths and accommodate flow constraints, pointing to the significant future promise of quantum SDN solutions as quantum hardware evolves. We also discuss the potential for distributed quantum controllers, deployment considerations, and strategies to mitigate noise in current NISQ devices. Our findings lay foundations for deeper exploration into quantum-based network optimization under practical 6G conditions.

Details

OriginalspracheEnglisch
TitelIEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2025
Herausgeber (Verlag)Institute of Electrical and Electronics Engineers (IEEE)
Seiten1-6
ISBN (elektronisch)979-8-3315-4370-9
ISBN (Print)979-8-3315-4371-6
PublikationsstatusVeröffentlicht - Sept. 2025
Peer-Review-StatusJa

Publikationsreihe

ReiheIEEE Conference on Computer Communications Workshops, INFOCOM Wksps
ISSN2159-4228

Konferenz

Titel2025 IEEE International Conference on Computer Communications
KurztitelINFOCOM 2025
Veranstaltungsnummer44
Dauer19 - 22 Mai 2025
Webseite
BekanntheitsgradInternationale Veranstaltung
OrtPark Plaza Westminster Bridge
StadtLondon
LandGroßbritannien/Vereinigtes Königreich

Externe IDs

ORCID /0000-0001-8469-9573/work/205988980

Schlagworte

Schlagwörter

  • 6G, Network optimization, QAOA, Quantum computing, Software-defined networking