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@ARTICLE{Witt:916212,
author = {Witt, Arthur and Körber, Christopher and Kirstädter,
Andreas and Luu, Tom},
title = {{T}actile {N}etwork {R}esource {A}llocation enabled by
{Q}uantum {A}nnealing based on {ILP} {M}odeling},
reportid = {FZJ-2022-06013, arXiv:2212.07854},
year = {2022},
note = {8 pages, 8 figures. Submitted to 'International Conference
on the Design of Reliable Communication Networks (DRCN)
2023'. The data of the work are available on
https://jugit.fz-juelich.de/qnet-public/home/},
abstract = {Agile networks with fast adaptation and reconfiguration
capabilities are required for sustainable provisioning of
high-quality services with high availability. We propose a
new methodical framework for short-time network control
based on quantum computing (QC) and integer linear program
(ILP) models, which has the potential of realizing a
real-time network automation. Finally, we study the
approach's feasibility with the state-of-the-art quantum
annealer D-Wave Advantage 5.2 in case of an example network
and provide scaling estimations for larger networks. We
embed network problems in quadratic unconstrained binary
optimization (QUBO) form for networks of up to 6 nodes. We
further find annealing parameters that obtain feasible
solutions that are close to a reference solution obtained by
classical ILP-solver. We estimate, that a real-sized network
with 12 to 16 nodes require a quantum annealing (QA)
hardware with at least 50000 qubits or more.},
cin = {IAS-4},
cid = {I:(DE-Juel1)IAS-4-20090406},
pnm = {5111 - Domain-Specific Simulation $\&$ Data Life Cycle Labs
(SDLs) and Research Groups (POF4-511)},
pid = {G:(DE-HGF)POF4-5111},
typ = {PUB:(DE-HGF)25},
eprint = {2212.07854},
howpublished = {arXiv:2212.07854},
archivePrefix = {arXiv},
SLACcitation = {$\%\%CITATION$ = $arXiv:2212.07854;\%\%$},
url = {https://juser.fz-juelich.de/record/916212},
}