Knowledge-Defined Networking: A Superior Paradigm for Autonomous 6G Systems
Journal of the Institute of Science and Technology, Vol. 16, Mart 2026, ISSN: 2146-0574
BİLEN TUĞÇE
@article{article,
author = {BİLEN TUĞÇE},
title = {Knowledge-Defined Networking: A Superior Paradigm for Autonomous 6G Systems},
journal = {Journal of the Institute of Science and Technology},
year = 2026,
month = 3,
volume = 16
}
|
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Real-Time Congestion Management in 6G Networks via GNN-Based Detection and Queue-Aware Mitigation
Computer Networks, Şubat 2026, ISSN: 1389-1286
BİLEN TUĞÇE
@article{article,
author = {BİLEN TUĞÇE},
title = {Real-Time Congestion Management in 6G Networks via GNN-Based Detection and Queue-Aware Mitigation},
journal = {Computer Networks},
year = 2026,
month = 2
}
|
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Two-Phase Traffic Intelligence for 6G SAGIN: Bayesian QoS Estimation and SLA-Conscious Slice Selection
IEEE Access, Vol. 14, Ocak 2026, ISSN: 2169-3536
BİLEN TUĞÇE
@article{article,
author = {BİLEN TUĞÇE},
title = {Two-Phase Traffic Intelligence for 6G SAGIN: Bayesian QoS Estimation and SLA-Conscious Slice Selection},
journal = {IEEE Access},
year = 2026,
month = 1,
volume = 14
}
|
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A Modular DTaaS Architecture for Predictive Slice Management in 6G Systems
4th International Conference on Computing, Management and Telecommunications (ComManTel), Madrid/İSPANYA, 14 Aralık 2025
BİLEN TUĞÇE,ÖZDEM MEHMET
@inproceedings{inproceedings,
author = {BİLEN TUĞÇE,Özdem Mehmet},
title = {A Modular DTaaS Architecture for Predictive Slice Management in 6G Systems},
year = 2025,
month = 12
}
|
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Knowledge-Defined and Twin-Assisted Network Management for 6G
3rd Workshop on Data Driven and AI-Enabled Digital Twin Networks and Applications (TwinNetApp) in IEEE Global Communications Conference (Globecom), Taipei/TAYVAN, 8 Aralık 2025
BİLEN TUĞÇE,ÖZDEM MEHMET
@inproceedings{inproceedings,
author = {BİLEN TUĞÇE,Özdem Mehmet},
title = {Knowledge-Defined and Twin-Assisted Network Management for 6G},
year = 2025,
month = 12
}
|
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KDN-Driven zero-shot learning for intelligent self-healing in 6G small cell networks
Ad Hoc Networks, Vol. 178, Kasım 2025, ISSN: 1570-8705
BİLEN TUĞÇE
@article{article,
author = {BİLEN TUĞÇE},
title = {KDN-Driven zero-shot learning for intelligent self-healing in 6G small cell networks},
journal = {Ad Hoc Networks},
year = 2025,
month = 11,
volume = 178
}
|
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AUV-Assisted Underwater 6G: Environmental Modeling and Multi-Stage Optimization
International Symposium on Networks, Computers and Communications (ISNCC), Paris/FRANSA, 27 Ekim 2025
BİLEN TUĞÇE,ÖZDEM MEHMET,YAVUZ MUSTAFA
@inproceedings{inproceedings,
author = {BİLEN TUĞÇE,Özdem Mehmet,Yavuz Mustafa},
title = {AUV-Assisted Underwater 6G: Environmental Modeling and Multi-Stage Optimization},
year = 2025,
month = 10
}
|
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A Modular KDN-Based Framework for IT/OT Autonomy in Industrial Systems
IEEE 30th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), Tempe, AZ/AMERİKA BİRLEŞİK DEVLETLERİ, 14 Ekim 2025
BİLEN TUĞÇE,ÖZDEM MEHMET
@inproceedings{inproceedings,
author = {BİLEN TUĞÇE,Özdem Mehmet},
title = {A Modular KDN-Based Framework for IT/OT Autonomy in Industrial Systems},
year = 2025,
month = 10
}
|
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|
Knowledge Defined Networking for 6G: A Reinforcement Learning Example for Resource Management
10th International Conference on Computer Science and Engineering (UBMK), İstanbul/TÜRKİYE, 17 Eylül 2025
BİLEN TUĞÇE,ÖZDEM MEHMET,KOÇOĞLU EROL
@inproceedings{inproceedings,
author = {BİLEN TUĞÇE,Özdem Mehmet,Koçoğlu Erol},
title = {Knowledge Defined Networking for 6G: A Reinforcement Learning Example for Resource Management},
year = 2025,
month = 9
}
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Federated Edge Learning for Predictive Maintenance in 6G Small Cell Networks
5th Workshop on Integrated, Intelligent and Ubiquitous Connectivity for 6G and beyond in IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), İstanbul/TÜRKİYE, 1 Eylül 2025
SEZGİN YUSUF EMİR,ÖZDEM MEHMET,BİLEN TUĞÇE
@inproceedings{inproceedings,
author = {Sezgin Yusuf Emir,Özdem Mehmet,BİLEN TUĞÇE},
title = {Federated Edge Learning for Predictive Maintenance in 6G Small Cell Networks},
year = 2025,
month = 9
}
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Prediction and Prioritization of Hardware Failures in 6G Small Cell Networks
2nd Workshop on Data Driven and AI-Enabled Digital Twin Networks and Applications (TwinNetApp) in IEEE International Conference on Communications (ICC), Montreal/KANADA, 8 Haziran 2025
BİLEN TUĞÇE
@inproceedings{inproceedings,
author = {BİLEN TUĞÇE},
title = {Prediction and Prioritization of Hardware Failures in 6G Small Cell Networks},
year = 2025,
month = 6
}
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6G Ağlarında Dinamik Kaynak Tahsisi için Kuyruk Teorisi ve GBM'nin Entegrasyonu
Muş Alparslan Üniversitesi Fen Bilimler Dergisi, Vol. 13, No. 1, Haziran 2025, s. 70-80, ISSN: 2147-7930
BİLEN TUĞÇE
@article{article,
author = {BİLEN TUĞÇE},
title = {6G Ağlarında Dinamik Kaynak Tahsisi için Kuyruk Teorisi ve GBM'nin Entegrasyonu},
journal = {Muş Alparslan Üniversitesi Fen Bilimler Dergisi},
year = 2025,
number = 1,
pages = {70-80},
month = 6,
volume = 13
}
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|
Metaverse-Based Order Picking Optimization for Supply Chain of Things
2024 IEEE 10th World Forum on Internet of Things (WF-IoT), Ottowa/KANADA, 10 Kasım 2024
ÖZÇEVİK MÜGE,BOZKAYA ARAS ELİF,BİLEN TUĞÇE
@inproceedings{inproceedings,
author = {ÖZÇEVİK MÜGE,BOZKAYA ARAS ELİF,BİLEN TUĞÇE},
title = {Metaverse-Based Order Picking Optimization for Supply Chain of Things
},
year = 2024,
month = 11
}
|
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|
Optimal Location Assignment for Data-Driven Warehouse Towards Digital Supply Chain Twin
IEEE 28th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), 6 Kasım 2023
ÖZÇEVİK MÜGE,ÖZÇEVİK YUSUF,BOZKAYA ARAS ELİF,BİLEN TUĞÇE
@inproceedings{inproceedings,
author = {ÖZÇEVİK MÜGE,ÖZÇEVİK YUSUF,BOZKAYA ARAS ELİF,BİLEN TUĞÇE},
title = {Optimal Location Assignment for Data-Driven Warehouse Towards Digital Supply Chain Twin
},
year = 2023,
month = 11
}
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MQTT-CB: Cloud Based Intelligent MQTT Protocol
EAI International Conference on Industrial Networks and Intelligent Systems (EAI Inıscom), 2 Ağustos 2023
EROL MUHAMMED RAŞİT, BİLEN TUĞÇE, ÖZDEM MEHMET, CANBERK BERK
@inproceedings{inproceedings,
author = {Erol Muhammed Raşit, BİLEN TUĞÇE, Özdem Mehmet, CANBERK BERK},
title = {MQTT-CB: Cloud Based Intelligent MQTT Protocol},
year = 2023,
month = 8
}
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Proof of Evaluation-based energy and delay aware computation offloading for Digital Twin Edge Network
Ad Hoc Networks, Temmuz 2023, ISSN: 1570-8705
BOZKAYA ARAS ELİF,ÖZÇEVİK MÜGE,BİLEN TUĞÇE,ÖZÇEVİK YUSUF
@article{article,
author = {BOZKAYA ARAS ELİF,ÖZÇEVİK MÜGE,BİLEN TUĞÇE,ÖZÇEVİK YUSUF},
title = {Proof of Evaluation-based energy and delay aware computation offloading for Digital Twin Edge Network
},
journal = {Ad Hoc Networks},
year = 2023,
month = 7
}
|
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|
Digital Twin Middleware for Smart Farm IoT Networks
International Balkan Conference on Communications and Networking (BalkanCom), İstanbul/TÜRKİYE, 31 Mayıs 2023
ÇAKIR LAL VERDA, BİLEN TUĞÇE, ÖZDEM MEHMET, CANBERK BERK
@inproceedings{inproceedings,
author = {Çakır Lal Verda, BİLEN TUĞÇE, Özdem Mehmet, CANBERK BERK},
title = {Digital Twin Middleware for Smart Farm IoT Networks},
year = 2023,
month = 5
}
|
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|
Energy-Aware Task Scheduling for Digital Twin Edge Networks in 6G
International Conference on Smart Applications, Communications and Networking (SmartNets), İstanbul/TÜRKİYE, 31 Mayıs 2023
BOZKAYA ELİF, BİLEN TUĞÇE, ÖZÇEVİK MÜGE, ÖZÇEVİK YUSUF
@inproceedings{inproceedings,
author = {BOZKAYA ELİF, BİLEN TUĞÇE, ÖZÇEVİK MÜGE, ÖZÇEVİK YUSUF},
title = {Energy-Aware Task Scheduling for Digital Twin Edge Networks in 6G},
year = 2023,
month = 5
}
|
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|
An Updated Junction Tree-Based Routing for Underwater Acoustic Networks
IEEE International Conference on Future Internet of Things and Cloud (FICLOUD), 31 Mayıs 2023
BİLEN TUĞÇE
@inproceedings{inproceedings,
author = {BİLEN TUĞÇE},
title = {An Updated Junction Tree-Based Routing for Underwater Acoustic Networks},
year = 2023,
month = 5
}
|
Konu
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|
Merkle Tree-Based Secure Routing for Digital Twin-Assisted Aircraft Network in 6G Wireless
IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom), İstanbul/TÜRKİYE, 31 Mayıs 2023
BİLEN TUĞÇE, ÖZÇEVİK MÜGE, BOZKAYA ELİF, ÖZÇEVİK YUSUF
@inproceedings{inproceedings,
author = {BİLEN TUĞÇE, ÖZÇEVİK MÜGE, BOZKAYA ELİF, ÖZÇEVİK YUSUF},
title = {Merkle Tree-Based Secure Routing for Digital Twin-Assisted Aircraft Network in 6G Wireless},
year = 2023,
month = 5
}
|
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Digital Twin Evolution for Hard-to-Follow Aeronautical Ad-Hoc Networks in Beyond 5G
IEEE Communications Standards Magazine, Vol. 7, No. 1, Mart 2023, s. 4-12, ISSN: 2471-2825
BİLEN TUĞÇE, CANBERK BERK, DUONG TRUNG Q.
@article{article,
author = {BİLEN TUĞÇE, CANBERK BERK, Duong Trung Q.},
title = {Digital Twin Evolution for Hard-to-Follow Aeronautical Ad-Hoc Networks in Beyond 5G},
journal = {IEEE Communications Standards Magazine},
year = 2023,
number = 1,
pages = {4-12},
month = 3,
volume = 7
}
|
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|
GRU-Aided Intra-Cluster Topology Mapping for Aeronautical Ad-Hoc Networks
IEEE Global Communications Conference (IEEE GLOBECOM), Rio de Janeiro/BREZİLYA, 4 Aralık 2022, s. 5989-5994
BİLEN TUĞÇE, CANBERK BERK
@inproceedings{inproceedings,
author = {BİLEN TUĞÇE, CANBERK BERK},
title = {GRU-Aided Intra-Cluster Topology Mapping for Aeronautical Ad-Hoc Networks},
year = 2022,
pages = {5989-5994},
month = 12
}
|
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|
Q-Learning Driven Routing for Aeronautical Ad-Hoc Networks
Elsevier Pervasive and Mobile Computing, Vol. 87, Aralık 2022, ISSN: 1574-1192
BİLEN TUĞÇE, CANBERK BERK
@article{article,
author = {BİLEN TUĞÇE, CANBERK BERK},
title = {Q-Learning Driven Routing for Aeronautical Ad-Hoc Networks},
journal = {Elsevier Pervasive and Mobile Computing},
year = 2022,
month = 12,
volume = 87
}
|
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|
A Proof of Concept on Digital Twin-Controlled WiFi Core Network Selection for In-Flight Connectivity
IEEE Communications Standards Magazine, Vol. 6, No. 3, Eylül 2022, s. 60-68, ISSN: 2471-2825
BİLEN TUĞÇE, AK ELİF, BAL BAHADIR, CANBERK BERK
@article{article,
author = {BİLEN TUĞÇE, AK ELİF, Bal Bahadır, CANBERK BERK},
title = {A Proof of Concept on Digital Twin-Controlled WiFi Core Network Selection for In-Flight Connectivity},
journal = {IEEE Communications Standards Magazine},
year = 2022,
number = 3,
pages = {60-68},
month = 9,
volume = 6
}
|
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|
A Machine Learning Model for Predicting Performance of Gamified Software Test Specialist
International Conference on INnovations in Intelligent SysTems and Applications (INISTA), Biarritz/FRANSA, 8 Ağustos 2022
ÖDEVCİ BAHADIR BARAN, ÖZDEM MEHMET, EMSEN EBRU, BİLEN TUĞÇE
@inproceedings{inproceedings,
author = {ÖDEVCİ BAHADIR BARAN, Özdem Mehmet, EMSEN EBRU, BİLEN TUĞÇE},
title = {A Machine Learning Model for Predicting Performance of Gamified Software Test Specialist},
year = 2022,
month = 8
}
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AI-Driven Aeronautical Ad Hoc Networks for 6G Wireless: Challenges, Opportunities, and the Road Ahead
MDPI Sensors, Vol. 22, No. 10, Mayıs 2022, ISSN: 1424-8220
BİLEN TUĞÇE, CANBERK BERK, SHARMA VİSHAL, FAHİM MUHAMMAD, DUONG TRUNG Q.
@article{article,
author = {BİLEN TUĞÇE, CANBERK BERK, Sharma Vishal, Fahim Muhammad, Duong Trung Q.},
title = {AI-Driven Aeronautical Ad Hoc Networks for 6G Wireless: Challenges, Opportunities, and the Road Ahead},
journal = {MDPI Sensors},
year = 2022,
number = 10,
month = 5,
volume = 22
}
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Content Delivery From the Sky: Drone-Aided Load Balancing for Mobile-CDN
EAI Endorsed Transactions on Industrial Networks and Intelligent Systems, Vol. 9, No. 29, Mart 2022, ISSN: 2410-0218
BİLEN TUĞÇE, CANBERK BERK
@article{article,
author = {BİLEN TUĞÇE, CANBERK BERK},
title = {Content Delivery From the Sky: Drone-Aided Load Balancing for Mobile-CDN},
journal = {EAI Endorsed Transactions on Industrial Networks and Intelligent Systems},
year = 2022,
number = 29,
month = 3,
volume = 9
}
|
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|
Aeronautical Networks for In-Flight Connectivity: A Tutorial of the State-of-the-Art and Survey of Research Challenges
IEEE Access, Vol. 10, Şubat 2022, s. 20053-20079, ISSN: 2169-3536
BİLEN TUĞÇE, DUONG TRUNG Q., AHMADİ HAMED, CANBERK BERK
@article{article,
author = {BİLEN TUĞÇE, Duong Trung Q., Ahmadi Hamed, CANBERK BERK},
title = {Aeronautical Networks for In-Flight Connectivity: A Tutorial of the State-of-the-Art and Survey of Research Challenges},
journal = {IEEE Access},
year = 2022,
pages = {20053-20079},
month = 2,
volume = 10
}
|
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|
Three-phased clustered topology formation for Aeronautical Ad-Hoc Networks
Elsevier Pervasive and Mobile Computing, Vol. 79, Ocak 2022, ISSN: 1574-1192
BİLEN TUĞÇE, CANBERK BERK
@article{article,
author = {BİLEN TUĞÇE, CANBERK BERK},
title = {Three-phased clustered topology formation for Aeronautical Ad-Hoc Networks},
journal = {Elsevier Pervasive and Mobile Computing},
year = 2022,
month = 1,
volume = 79
}
|
Konu
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|
Customized K-Means Based Topology Clustering for Aeronautical Ad-hoc Networks
2021 IEEE 26th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), Porto/PORTEKİZ, 25 Ekim 2021, s. 1-5
BİLEN TUĞÇE, AYDEMİR PERİT JAN, KONU AYSER ECEM, CANBERK BERK
@inproceedings{inproceedings,
author = {BİLEN TUĞÇE, Aydemir Perit Jan, Konu Ayser Ecem, CANBERK BERK},
title = {Customized K-Means Based Topology Clustering for Aeronautical Ad-hoc Networks
},
year = 2021,
pages = {1-5},
month = 10
}
|
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|
Learning-Vector-Quantization-Based Topology Sustainability for Clustered-AANETs
IEEE Network, Vol. 35, No. 4, Temmuz 2021, ISSN: 0890-8044
BİLEN TUĞÇE, CANBERK BERK
@article{article,
author = {BİLEN TUĞÇE, CANBERK BERK},
title = {Learning-Vector-Quantization-Based Topology Sustainability for Clustered-AANETs},
journal = {IEEE Network},
year = 2021,
number = 4,
month = 7,
volume = 35
}
|
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|
Overcoming 5G ultra-density with game theory: Alpha-beta pruning aided conflict detection
Elsevier Pervasive and Mobile Computing, Vol. 63, Mart 2020, ISSN: 1574-1192
BİLEN TUĞÇE, CANBERK BERK
@article{article,
author = {BİLEN TUĞÇE, CANBERK BERK},
title = {Overcoming 5G ultra-density with game theory: Alpha-beta pruning aided conflict detection},
journal = {Elsevier Pervasive and Mobile Computing},
year = 2020,
month = 3,
volume = 63
}
|
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|
Deliver the content over multiple surrogates: A request routing model for high bandwidth requests
Elsevier Computer Communications, Vol. 146, Ekim 2019, s. 39-47, ISSN: 0140-3664
BİLEN TUĞÇE,CANBERK BERK
@article{article,
author = {BİLEN TUĞÇE,CANBERK BERK},
title = {Deliver the content over multiple surrogates: A request routing model for high bandwidth requests},
journal = {Elsevier Computer Communications},
year = 2019,
pages = {39-47},
month = 10,
volume = 146
}
|
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|
Handover-Aware Content Replication for Mobile-CDN
IEEE Networking Letters, Vol. 1, No. 1, Mart 2019, ISSN: 2576-3156
BİLEN TUĞÇE,CANBERK BERK
@article{article,
author = {BİLEN TUĞÇE,CANBERK BERK},
title = {Handover-Aware Content Replication for Mobile-CDN},
journal = {IEEE Networking Letters},
year = 2019,
number = 1,
month = 3,
volume = 1
}
|
Konu
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|
QoS-based distributed flow management in software defined ultra-dense networks
Elsevier Ad Hoc Networks, Vol. 78, Eylül 2018, ISSN: 1570-8705
BİLEN TUĞÇE,AYVAZ KUBRA,CANBERK BERK
@article{article,
author = {BİLEN TUĞÇE,Ayvaz Kubra,CANBERK BERK},
title = {QoS-based distributed flow management in software defined ultra-dense networks},
journal = {Elsevier Ad Hoc Networks},
year = 2018,
month = 9,
volume = 78
}
|
Konu
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|
A Smart City Application: Business Location Estimator Using Machine Learning Techniques
The 16th IEEE International Conference on Smart City (SmartCity-2018), Exeter/İNGİLTERE, 28 Haziran 2018, s. 1314-1320
BİLEN TUĞÇE,ÖZÇEVİK MÜGE,YASLAN YUSUF,OKTUĞ SEMA FATMA
@inproceedings{inproceedings,
author = {BİLEN TUĞÇE,ÖZÇEVİK MÜGE,YASLAN YUSUF,OKTUĞ SEMA FATMA},
title = {A Smart City Application: Business Location Estimator Using Machine Learning Techniques},
year = 2018,
pages = {1314-1320},
month = 6
}
|
Konu
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|
Parametric-Decomposition Based Request Routing in Content Delivery Networks
The 16th International Conference on Wired/Wireless Internet Communications (IFIP WWIC), Boston/AMERİKA BİRLEŞİK DEVLETLERİ, 18 Haziran 2018, s. 323-335
BİLEN TUĞÇE,KURNAZ DİNÇER,SEVİM SERKAN,CANBERK BERK
@inproceedings{inproceedings,
author = {BİLEN TUĞÇE,Kurnaz Dinçer,Sevim Serkan,CANBERK BERK},
title = {Parametric-Decomposition Based Request Routing in Content Delivery Networks},
year = 2018,
pages = {323-335},
month = 6
}
|
Konu
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|
Handover Management in Software-Defined Ultra-Dense 5G Networks
IEEE Network, Vol. 31, No. 4, Temmuz 2017, s. 49-55, ISSN: 0890-8044
BİLEN TUĞÇE, CANBERK BERK, CHOWDHURY KAUSHİK R.
@article{article,
author = {BİLEN TUĞÇE, CANBERK BERK, Chowdhury Kaushik R.},
title = {Handover Management in Software-Defined Ultra-Dense 5G Networks},
journal = {IEEE Network},
year = 2017,
number = 4,
pages = {49-55},
month = 7,
volume = 31
}
|
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Optimal eNodeB Estimation for 5G Intra-Macrocell Handover Management
ACM Symposium on QoS and Security for Wireless and Mobile Networks (Q2SWINET), Valetta/MALTA, 13 Kasım 2016, s. 87-93
BİLEN TUĞÇE, DUONG TRUNG Q., CANBERK BERK
@inproceedings{inproceedings,
author = {BİLEN TUĞÇE, Duong Trung Q., CANBERK BERK},
title = {Optimal eNodeB Estimation for 5G Intra-Macrocell Handover Management},
year = 2016,
pages = {87-93},
month = 11
}
|
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Binary Context Tree Based Middleware for Next Generation Context Aware Networks
IEEE International Conference on Future Internet of Things and Cloud (FICLOUD), Rome/İTALYA, 24 Ağustos 2015, s. 93-99
BİLEN TUĞÇE,CANBERK BERK
@inproceedings{inproceedings,
author = {BİLEN TUĞÇE,CANBERK BERK},
title = {Binary Context Tree Based Middleware for Next Generation Context Aware Networks},
year = 2015,
pages = {93-99},
month = 8
}
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Konu
Yayın ile ilgili açıklama girilmemiştir.
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