Cooperative Resource Management in Quantum Key Distribution (QKD) Networks for Semantic Communication Article Swipe
YOU?
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· 2022
· Open Access
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· DOI: https://doi.org/10.48550/arxiv.2209.11957
Increasing privacy and security concerns in intelligence-native 6G networks require quantum key distribution-secured semantic information communication (QKD-SIC). In QKD-SIC systems, edge devices connected via quantum channels can efficiently encrypt semantic information from the semantic source, and securely transmit the encrypted semantic information to the semantic destination. In this paper, we consider an efficient resource (i.e., QKD and KM wavelengths) sharing problem to support QKD-SIC systems under the uncertainty of semantic information generated by edge devices. In such a system, QKD service providers offer QKD services with different subscription options to the edge devices. As such, to reduce the cost for the edge device users, we propose a QKD resource management framework for the edge devices communicating semantic information. The framework is based on a two-stage stochastic optimization model to achieve optimal QKD deployment. Moreover, to reduce the deployment cost of QKD service providers, QKD resources in the proposed framework can be utilized based on efficient QKD-SIC resource management, including semantic information transmission among edge devices, secret-key provisioning, and cooperation formation among QKD service providers. In detail, the formulated two-stage stochastic optimization model can achieve the optimal QKD-SIC resource deployment while meeting the secret-key requirements for semantic information transmission of edge devices. Moreover, to share the cost of the QKD resource pool among cooperative QKD service providers forming a coalition in a fair and interpretable manner, the proposed framework leverages the concept of Shapley value from cooperative game theory as a solution. Experimental results demonstrate that the proposed framework can reduce the deployment cost by about 40% compared with existing non-cooperative baselines.
Related Topics
- Type
- preprint
- Language
- en
- Landing Page
- http://arxiv.org/abs/2209.11957
- https://arxiv.org/pdf/2209.11957
- OA Status
- green
- Cited By
- 1
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4297438059
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W4297438059Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.48550/arxiv.2209.11957Digital Object Identifier
- Title
-
Cooperative Resource Management in Quantum Key Distribution (QKD) Networks for Semantic CommunicationWork title
- Type
-
preprintOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2022Year of publication
- Publication date
-
2022-09-24Full publication date if available
- Authors
-
Rakpong Kaewpuang, Minrui Xu, Wei Yang Bryan Lim, Dusit Niyato, Yu Han, Jiawen Kang, Xuemin ShenList of authors in order
- Landing page
-
https://arxiv.org/abs/2209.11957Publisher landing page
- PDF URL
-
https://arxiv.org/pdf/2209.11957Direct link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
greenOpen access status per OpenAlex
- OA URL
-
https://arxiv.org/pdf/2209.11957Direct OA link when available
- Concepts
-
Quantum key distribution, Computer science, Computer network, Encryption, Key (lock), Secure transmission, Resource allocation, Enhanced Data Rates for GSM Evolution, Transmission (telecommunications), Provisioning, Software deployment, Distributed computing, Computer security, Telecommunications, Quantum, Quantum mechanics, Operating system, PhysicsTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
1Total citation count in OpenAlex
- Citations by year (recent)
-
2023: 1Per-year citation counts (last 5 years)
- Related works (count)
-
10Other works algorithmically related by OpenAlex
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| abstract_inverted_index.theory | 237 |
| abstract_inverted_index.users, | 103 |
| abstract_inverted_index.QKD-SIC | 18, 63, 155, 186 |
| abstract_inverted_index.Shapley | 232 |
| abstract_inverted_index.achieve | 129, 183 |
| abstract_inverted_index.concept | 230 |
| abstract_inverted_index.detail, | 175 |
| abstract_inverted_index.devices | 21, 114 |
| abstract_inverted_index.encrypt | 28 |
| abstract_inverted_index.forming | 216 |
| abstract_inverted_index.manner, | 224 |
| abstract_inverted_index.meeting | 190 |
| abstract_inverted_index.optimal | 130, 185 |
| abstract_inverted_index.options | 88 |
| abstract_inverted_index.privacy | 1 |
| abstract_inverted_index.problem | 60 |
| abstract_inverted_index.propose | 105 |
| abstract_inverted_index.quantum | 10, 24 |
| abstract_inverted_index.require | 9 |
| abstract_inverted_index.results | 242 |
| abstract_inverted_index.service | 80, 141, 172, 214 |
| abstract_inverted_index.sharing | 59 |
| abstract_inverted_index.source, | 34 |
| abstract_inverted_index.support | 62 |
| abstract_inverted_index.system, | 78 |
| abstract_inverted_index.systems | 64 |
| abstract_inverted_index.channels | 25 |
| abstract_inverted_index.compared | 256 |
| abstract_inverted_index.concerns | 4 |
| abstract_inverted_index.consider | 50 |
| abstract_inverted_index.devices, | 164 |
| abstract_inverted_index.devices. | 74, 92, 200 |
| abstract_inverted_index.existing | 258 |
| abstract_inverted_index.networks | 8 |
| abstract_inverted_index.proposed | 147, 226, 246 |
| abstract_inverted_index.resource | 53, 108, 156, 187, 209 |
| abstract_inverted_index.securely | 36 |
| abstract_inverted_index.security | 3 |
| abstract_inverted_index.semantic | 13, 29, 33, 40, 44, 69, 116, 159, 195 |
| abstract_inverted_index.services | 84 |
| abstract_inverted_index.systems, | 19 |
| abstract_inverted_index.transmit | 37 |
| abstract_inverted_index.utilized | 151 |
| abstract_inverted_index.Moreover, | 133, 201 |
| abstract_inverted_index.coalition | 218 |
| abstract_inverted_index.connected | 22 |
| abstract_inverted_index.different | 86 |
| abstract_inverted_index.efficient | 52, 154 |
| abstract_inverted_index.encrypted | 39 |
| abstract_inverted_index.formation | 169 |
| abstract_inverted_index.framework | 110, 119, 148, 227, 247 |
| abstract_inverted_index.generated | 71 |
| abstract_inverted_index.including | 158 |
| abstract_inverted_index.leverages | 228 |
| abstract_inverted_index.providers | 81, 215 |
| abstract_inverted_index.resources | 144 |
| abstract_inverted_index.solution. | 240 |
| abstract_inverted_index.two-stage | 124, 178 |
| abstract_inverted_index.(QKD-SIC). | 16 |
| abstract_inverted_index.Increasing | 0 |
| abstract_inverted_index.baselines. | 260 |
| abstract_inverted_index.deployment | 137, 188, 251 |
| abstract_inverted_index.formulated | 177 |
| abstract_inverted_index.management | 109 |
| abstract_inverted_index.providers, | 142 |
| abstract_inverted_index.providers. | 173 |
| abstract_inverted_index.secret-key | 165, 192 |
| abstract_inverted_index.stochastic | 125, 179 |
| abstract_inverted_index.cooperation | 168 |
| abstract_inverted_index.cooperative | 212, 235 |
| abstract_inverted_index.demonstrate | 243 |
| abstract_inverted_index.deployment. | 132 |
| abstract_inverted_index.efficiently | 27 |
| abstract_inverted_index.information | 14, 30, 41, 70, 160, 196 |
| abstract_inverted_index.management, | 157 |
| abstract_inverted_index.uncertainty | 67 |
| abstract_inverted_index.Experimental | 241 |
| abstract_inverted_index.destination. | 45 |
| abstract_inverted_index.information. | 117 |
| abstract_inverted_index.optimization | 126, 180 |
| abstract_inverted_index.requirements | 193 |
| abstract_inverted_index.subscription | 87 |
| abstract_inverted_index.transmission | 161, 197 |
| abstract_inverted_index.wavelengths) | 58 |
| abstract_inverted_index.communicating | 115 |
| abstract_inverted_index.communication | 15 |
| abstract_inverted_index.interpretable | 223 |
| abstract_inverted_index.provisioning, | 166 |
| abstract_inverted_index.non-cooperative | 259 |
| abstract_inverted_index.intelligence-native | 6 |
| abstract_inverted_index.distribution-secured | 12 |
| cited_by_percentile_year | |
| countries_distinct_count | 0 |
| institutions_distinct_count | 7 |
| sustainable_development_goals[0].id | https://metadata.un.org/sdg/17 |
| sustainable_development_goals[0].score | 0.4300000071525574 |
| sustainable_development_goals[0].display_name | Partnerships for the goals |
| citation_normalized_percentile |