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| DC Field | Value | Language |
|---|---|---|
| dc.contributor.advisor | 곽정호 | - |
| dc.contributor.author | Han Jong Won | - |
| dc.date.accessioned | 2025-02-28T21:02:33Z | - |
| dc.date.available | 2025-02-28T21:02:33Z | - |
| dc.date.issued | 2025 | - |
| dc.identifier.uri | http://hdl.handle.net/20.500.11750/58057 | - |
| dc.identifier.uri | http://dgist.dcollection.net/common/orgView/200000847726 | - |
| dc.description | Open-RAN, Network Slicing, Lyapunov Optimization, Reinforcement Learning | - |
| dc.description.tableofcontents | 1 Introduction 1 2 Dynamic Network Slicing Control Framework in AI-Native Hierarchical Open-RAN Architecture 4 2.1 Background Knowledge of O-RAN 4 2.2 Dynamic Network Slicing Framework 5 2.2.1 Operation in Non-RT-RIC 6 2.2.2 Operation in Near-RT-RIC 6 2.2.3 Operation in O-CU/DU/RU 7 2.3 Performance Evaluation 8 2.3.1 Simulation Setup 9 2.3.2 Applied Algorithms 9 2.3.3 Simulation Results 10 3 MARS: Mobility-Aware Hierarchical RAN Slicing in Open-RAN Architecture 11 3.1 System Model 11 3.2 Problem Formulation 16 3.3 Development of MARS Algorithm 22 3.3.1 Timescale Decomposition 22 3.3.2 Algorithm of Inter-SP 23 3.3.3 Algorithm of Intra-SP 24 3.3.4 Analysis of MARS 27 3.4 Performance Evaluation 29 3.4.1 Setup 29 3.4.2 Simulation Results 30 4 Conclusion 33 References 34 |
- |
| dc.format.extent | 37 | - |
| dc.language | eng | - |
| dc.publisher | DGIST | - |
| dc.title | Hierarchical Network Slicing leveraging Dynamic Optimization and Learning in Open-RAN Architecture | - |
| dc.title.alternative | 오픈랜 아키텍처에서 동적 최적화와 학습을 활용한 계층적 네트워크 슬라이싱 | - |
| dc.type | Thesis | - |
| dc.identifier.doi | 10.22677/THESIS.200000847726 | - |
| dc.description.degree | Master | - |
| dc.contributor.department | Department of Electrical Engineering and Computer Science | - |
| dc.identifier.bibliographicCitation | Han Jong Won. (2025). Hierarchical Network Slicing leveraging Dynamic Optimization and Learning in Open-RAN Architecture. doi: 10.22677/THESIS.200000847726 | - |
| dc.contributor.coadvisor | Daewon Seo | - |
| dc.date.awarded | 2025-02-01 | - |
| dc.publisher.location | Daegu | - |
| dc.description.database | dCollection | - |
| dc.citation | XT.IM 한75 202502 | - |
| dc.date.accepted | 2025-01-20 | - |
| dc.contributor.alternativeDepartment | 전기전자컴퓨터공학과 | - |
| dc.subject.keyword | Open-RAN, Network Slicing, Lyapunov Optimization, Reinforcement Learning | - |
| dc.contributor.affiliatedAuthor | Han Jong Won | - |
| dc.contributor.affiliatedAuthor | Jeongho Kwak | - |
| dc.contributor.affiliatedAuthor | Daewon Seo | - |
| dc.contributor.alternativeName | 한종원 | - |
| dc.contributor.alternativeName | Jeongho Kwak | - |
| dc.contributor.alternativeName | 서대원 | - |
| dc.rights.embargoReleaseDate | 2027-02-28 | - |
