Distributed management of Network Slices in beyond 5G

Autores: Jose Jurandir Alves Esteves, Amina Boubendir, Fabrice Guillemin, Pierre Sens
Publicado en: Networking and Internet Architecture (cs.NI); Machine Learning (cs.LG), 2021
Editor: Networking and Internet Architecture (cs.NI); Machine Learning (cs.LG)
DOI: 10.48550/arxiv.2108.02495

Entropy-Driven Stochastic Policy for Fast Federated Learning in Beyond 5G Edge-RAN

Autores: B. Aamer, H. Chergui, M. Benjillali and C. Verikoukis
Publicado en: 2021 IEEE Global Communications Conference (GLOBECOM), 2021
Editor: IEEE
DOI: 10.1109/globecom46510.2021.9685786

NSBchain: A Secure Blockchain Framework for Network Slicing Brokerage

Autores: Lanfranco Zanzi, Antonio Albanese, Vincenzo Sciancalepore, Xavier Costa-Perez
Publicado en: ICC 2020 - 2020 IEEE International Conference on Communications (ICC), 2020, Página(s) 1-7, ISBN 978-1-7281-5089-5
Editor: IEEE
DOI: 10.1109/icc40277.2020.9149414

A Trust architecture for the SLA management in 5G networks

Autores: S. B. Saad, A. Ksentini and B. Brik
Publicado en: ICC 2021 - IEEE International Conference on Communications, Edición CC 2021 - IEEE International Conference on Communications, Montreal, QC, Canada, 2021, pp. 1-6, 2021
Editor: IEEE
DOI: 10.1109/icc42927.2021.9500990

DRL-based Slice Placement under Realistic Network Load Conditions

Autores: Jose Jurandir Alves Esteves; Amina Boubendir; Fabice Guillemin; Pierre Sens
Publicado en: https://hal.inria.fr/hal-03516310, Edición 12, 2020
Editor: Networking and Internet Architecture (cs.NI); Artificial Intelligence (cs.AI)
DOI: 10.48550/arxiv.2109.12857

Continuous Multi-objective Zero-touch Network Slicing via Twin Delayed DDPG and OpenAI Gym

Autores: Rezazadeh, Farhad; Chergui, Hatim; Alonso, Luis; Verikoukis, Christos
Publicado en: IEEE GLobecom, Edición 10, 2020
Editor: IEEE
DOI: 10.5281/zenodo.4459653

On Predicting Service-oriented Network Slices Performances in 5G: A Federated Learning Approach

Autores: Bouziane Brik, Adlen Ksentini
Publicado en: 2020 IEEE 45th Conference on Local Computer Networks (LCN), 2020, Página(s) 164-171, ISBN 978-1-7281-7158-6
Editor: IEEE
DOI: 10.1109/lcn48667.2020.9314849

A Cloud Native SLA-Driven Stochastic Federated Learning Policy for 6G Zero-Touch Network Slicing

Autores: Swastika Roy; Hatim Chergui; Luis Sanabria; C. verikoukis
Publicado en: ICC 2022 - IEEE International Conference on Communications, 2022
Editor: IEEE
DOI: 10.1109/icc45855.2022.9838376

SafeSCHEMA: Multi-domain Orchestration of Slices based on SafeRL for B5G Networks

Autores: Anestis Dalgkitsis; Ashima Chawla; Anne-Marie Bosneag; Christos Verikoukis
Publicado en: Crossref, Edición 11, 2022
Editor: GLOBECOM 2022 - 2022 IEEE Global Communications Conference
DOI: 10.5281/zenodo.7875896

CDF-Aware Federated Learning for Low SLA Violations in Beyond 5G Network Slicing

Autores: Hatim Chergui; Luis Blanco; Christos Verikoukis
Publicado en: ICC 2021 - IEEE International Conference on Communications, 2021
Editor: IEEE
DOI: 10.1109/icc42927.2021.9501058

Heuristic for Edge-enabled Network Slicing Optimization using the “Power of Two Choices”

Autores: Jose Jurandir Alves Esteves, Amina Boubendir, Fabrice Guillemin, Pierre Sens
Publicado en: 2020 16th International Conference on Network and Service Management (CNSM), 2020, Página(s) 1-9, ISBN 978-3-903176-31-7
Editor: IEEE
DOI: 10.23919/cnsm50824.2020.9269099

Edge-enabled Optimized Network Slicing in Large Scale Networks

Autores: Jose Jurandir Alves Esteves, Amina Boubendir, Fabice Guillemin, Pierre Sens
Publicado en: 2020 11th International Conference on Network of the Future (NoF), 2020, Página(s) 129-131, ISBN 978-1-7281-8055-7
Editor: IEEE
DOI: 10.1109/nof50125.2020.9249208

Deterministic Service Function Chaining over Beyond 5G Edge Fabric

Autores: H.Yu, T.Taleb, J.Zhang
Publicado en: 2021 IEEE Global Communications Conference (GLOBECOM), 2021
Editor: IEEE
DOI: 10.1109/globecom46510.2021.9685927

A network tomography approach for anomaly localization in Service Function Chaining

Autores: M. Rahali, J. -M. Sanner, C. -T. Phan and G. Rubino
Publicado en: 2021 International Symposium on Networks, Computers and Communications (ISNCC), 2021
Editor: IEEE
DOI: 10.1109/isncc52172.2021.9615786

Location-based Data Model for Optimized Network Slice Placement

Autores: Jose Jurandir Alves Esteves, Amina Boubendir, Fabrice Guillemin, Pierre Sens
Publicado en: 2020 6th IEEE Conference on Network Softwarization (NetSoft), 2020, Página(s) 404-412, ISBN 978-1-7281-5684-2
Editor: IEEE
DOI: 10.1109/netsoft48620.2020.9165427

Scalable end-to-end slice embedding and reconfiguration based on independent DQN agents

Autores: P. Doanis, T. Giannakas and T. Spyropoulos
Publicado en: GLOBECOM 2022 - 2022 IEEE Global Communications Conference, 2022
Editor: IEEE
DOI: 10.1109/globecom48099.2022.10001068

Optimized Network Slicing Proof-of-Concept with Interactive Gaming Use Case

Autores: Jose Jurandir Alves Esteves, Amina Boubendir, Fabice Guillemin, Pierre Sens
Publicado en: 2020 23rd Conference on Innovation in Clouds, Internet and Networks and Workshops (ICIN), 2020, Página(s) 150-152, ISBN 978-1-7281-5128-1
Editor: IEEE
DOI: 10.1109/icin48450.2020.9059328

Microservices Configurations and the Impact on the Performance in Cloud Native Environments

Autores: Mekki, Mohamed; Toumi, Nassima; Ksentini, Adlen
Publicado en: 47th Annual IEEE Conference on Local Computer Networks, 26-29 September 2022, Edmonton, Canada, 2022
Editor: IEEE
DOI: 10.1109/lcn53696.2022.9843385

Graph-based Interpretable Anomaly Detection Framework for Network Slice Management in Beyond 5G Networks

Autores: Ashima Chawla; Anne-Marie Bosneag; Anestis Dalgkitsis
Publicado en: 2023
Editor: IEEE
DOI: 10.1109/noms56928.2023.10154357

Towards SDN-based Deterministic Networking: Deterministic E2E Delay Case

Autores: Aiman Nait Abbou, Tarik Taleb, JaeSeung Song
Publicado en: 2021 IEEE Global Communications Conference (GLOBECOM) , 2021, p.210-6, 2022
Editor: IEEE
DOI: 10.1109/globecom46510.2021.9685656

5G-Enabled Defence-in-Depth for Multi-domain Operations

Autores: S. Kukliński, K. Szczypiorski, K. Wrona and J. Bieniasz
Publicado en: MILCOM 2022 - 2022 IEEE Military Communications Conference (MILCOM), 2022
Editor: IEEE
DOI: 10.1109/milcom55135.2022.10017753

Performance evaluation of the OSM orchestrator

Autores: Robert Kołakowski, Lechosław Tomaszewski, Sławomir Kukliński
Publicado en: 2021 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), 2021
Editor: IEEE
DOI: 10.1109/nfv-sdn53031.2021.9665052

SCHEMA: Service Chain Elastic Management with Distributed Reinforcement Learning

Autores: Anestis Dalgkitsis, Luis A. Garrido, Prodromos-Vasileios Mekikis, Kostas Ramantas, Luis Alonso, Christos Verikoukis
Publicado en: IEEE Global Communications Conference (GLOBECOM), 2021
Editor: IEEE
DOI: 10.1109/globecom46510.2021.9685162

Dynamic Resource Aware VNF Placement with Deep Reinforcement Learning for 5G Networks

Autores: Anestis Dalgkitsis, Prodromos-Vasileios Mekikis, Angelos Antonopoulos, Georgios Kormentzas, Christos Verikoukis
Publicado en: GLOBECOM 2020 - 2020 IEEE Global Communications Conference, 2020, Página(s) 1-6, ISBN 978-1-7281-8298-8
Editor: IEEE
DOI: 10.1109/globecom42002.2020.9322512

In-Slice Management Decomposition and Implementation Issues

Autores: Sławomir Kukliński
Publicado en: 2022 IEEE Future Networks World Forum (FNWF), 2022
Editor: IEEE
DOI: 10.1109/fnwf55208.2022.00073

KRS: Kubernetes Resource Scheduler for resilient NFV networks

Autores: Rahali, Mohamed; Phan, Cao-Thanh; Rubino, Gerardo
Publicado en: GLOBECOM 2021 - IEEE Global Communications Conference, Dec 2021, Madrid, Spain. pp.1-6, Edición 1, 2021
Editor: IEEE
DOI: 10.1109/globecom46510.2021.9685328

A collaborative statistical actor-critic learning approach for 6G network slicing control

Autores: Farhad Rezazadeh; Hatim Chergui; Luis Blanco; Luis Alonso; Christos Verikoukis
Publicado en: 2021 IEEE Global Communications Conference (GLOBECOM), Edición 12, 2021
Editor: IEEE
DOI: 10.48550/arxiv.2201.08990

Learning Sparsity of Representations with Discrete Latent Variables

Autores: Zhao Xu; Daniel Onoro Rubio; Giuseppe Serra; Mathias Niepert
Publicado en: IJCNN, Edición 18, 2021
Editor: IEEE
DOI: 10.1109/ijcnn52387.2021.9533762

Actor-Critic-Based Learning for Zero-touch Joint Resource and Energy Control in Network Slicing

Autores: F. Rezazadeh, H. Chergui, L. Christofi and C. Verikoukis
Publicado en: ICC 2021 - IEEE International Conference on Communications, Montreal, QC, Canada, 2021, pp. 1-6, 2021
Editor: IEEE
DOI: 10.1109/icc42927.2021.9500265

π-ROAD: a Learn-as-You-Go Framework for On-Demand Emergency Slices in V2X Scenarios

Autores: Armin Okic, Lanfranco Zanzi, Vincenzo Sciancalepore, Alessandro Redondi, Xavier Costa-Perez
Publicado en: IEEE INFOCOM 2021 - IEEE Conference on Computer Communications, 2021
Editor: IEEE
DOI: 10.48550/arxiv.2012.06208

Latency-aware Service Placement and Live Migrations in 5G and Beyond Mobile Systems

Autores: Badr Eddine Mada, Miloud Bagaa, Tarik Tale, Hannu Flinck
Publicado en: ICC 2020 - 2020 IEEE International Conference on Communications (ICC), 2020, Página(s) 1-6, ISBN 978-1-7281-5089-5
Editor: IEEE
DOI: 10.1109/icc40277.2020.9148940

Machine Learning for Network Slicing in Future Mobile Networks: Design and Implementation

Autores: L. A. Garrido, A. Dalgkitsis, K. Ramantas and C. Verikoukis
Publicado en: 2021 IEEE International Mediterranean Conference on Communications and Networking (MeditCom), 2021
Editor: IEEE
DOI: 10.1109/meditcom49071.2021.9647571

Uncertainty Propagation in Node Classification

Autores: Zhao Xu, Carolin Lawrence, Ammar Shaker, Raman Siarheyeu
Publicado en: 2022 IEEE International Conference on Data Mining (ICDM), 2022
Editor: IEEE
DOI: 10.1109/icdm54844.2022.00167

Distributed AI-based Security for Massive Numbers of Network Slices in 5G & Beyond Mobile Systems

Autores: Benzaid Chafika; Tarik Taleb; Cao-Thanh Phan; Christos Tselios; George Tsolis
Publicado en: EuCNC/6G Summit, Edición 6, 2021
Editor: IEEE
DOI: 10.1109/eucnc/6gsummit51104.2021.9482418

Context-Aware Traffic Prediction: Loss Function Formulation for Predicting Traffic in 5G Networks

Autores: L. A. Garrido, P. -V. Mekikis, A. Dalgkitsis and C. Verikoukis
Publicado en: ICC 2021 - IEEE International Conference on Communications, 2021
Editor: IEEE
DOI: 10.1109/icc42927.2021.9500735

Demo: Blockchain-based Inter-Provider Agreements for 6G Networks

Autores: F. Javed and J. Mangues-Bafalluy
Publicado en: 2022 18th International Conference on Network and Service Management (CNSM), 2022
Editor: IEEE
DOI: 10.23919/cnsm55787.2022.9965033

MonB5G: AI/ML-Capable Distributed Orchestration and Management Framework for Network Slices

Autores: Slawomir Kuklinski; Robert Kolakowski; Lechoslaw Tomaszewski; Luis Sanabria-Russo; Christos Verikoukis; Cao-Thanh Phan; Lanfranco Zanzi; Francesco Devoti; Adlen Ksentini; Christos Tselios; George Tsolis; Hatim Chergui
Publicado en: 2021 IEEE International Mediterranean Conference on Communications and Networking (MeditCom), Edición 12, 2021
Editor: IEEE
DOI: 10.1109/meditcom49071.2021.9647681

A Novel Architectural Approach for the Provision of Scalable and Automated Network Slice Management, in 5G and Beyond

Autores: Slawomir Kuklinski, Lechoslaw Tomaszewski, Ioannis P. Chochliouros, Christos Verikoukis, Robert Kołakowski, Anastasia S. Spiliopoulou and Alexandros Kostopoulos
Publicado en: IFIP Advances in Information and Communication Technology (AICT), Edición Vol.628, 2021, Página(s) 39-51, ISBN 978-3-030-79156-8
Editor: Springer Nature Switzerland AG
DOI: 10.1007/978-3-030-79157-5_4

Deep Learning for B5G Open Radio Access Network: Evolution, Survey, Case Studies, and Challenges

Autores: Bouziane Brik; Karim Boutiba; Adlen Ksentini
Publicado en: IEEE Open Journal of the Communications Society ( Volume: 3), Edición 2, 2022, ISSN 2644-125X
Editor: IEEE
DOI: 10.1109/ojcoms.2022.3146618

An end-to-end trusted architecture for network slicing in 5G and beyond networks

Autores: Ben Saad, Sabra; Ksentini, Adlen; Brik, Bouziane
Publicado en: Security and Privacy. 2022; 5( 1):e186., 2022, ISSN 2475-6725
Editor: wiley
DOI: 10.1002/spy2.186

Deep data plane programming and AI for zero-trust self-driven networking in beyond 5G

Autores: Othmane Hireche; Chafika Benzaïd; Tarik Taleb
Publicado en: Computer Networks, Edición 1, 2022, ISSN 1389-1286
Editor: Elsevier BV
DOI: 10.1016/j.comnet.2021.108668

Deterministic Latency/Jitter-Aware Service Function Chaining Over Beyond 5G Edge Fabric

Autores: H.Yu, T.Taleb, J.Zhang
Publicado en: IEEE Transactions on Network and Service Management ( Volume: 19, Edición: 3, September 2022), 2022, ISSN 1932-4537
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tnsm.2022.3151431

Toward Zero-Touch Management and Orchestration of Massive Deployment of Network Slices in 6G

Autores: Hatim Chergui , Adlen Ksentini , Luis Blanco , Christos Verikoukis
Publicado en: IEEE Wireless Communications ( Volume: 29, Edición: 1, February 2022), 2022, ISSN 1536-1284
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mwc.009.00366

Deterministic Latency Bounded Network Slice Deployment in IP-over-WDM based Metro-Aggregation Networks

Autores: Hao Yu; Tarik Taleb; Jiawei Zhang; Honggang Wang
Publicado en: IEEE Transactions on Network Science and Engineering ( Volume: 9, Edición: 2, 01 March-April 2022), Edición 9, 2021, ISSN 2327-4697
Editor: IEEE Computer Society
DOI: 10.1109/tnse.2021.3127718

Post-Quantum Blockchain-based Secure Service Orchestration in Multi-Cloud Networks

Autores: Engin Zeydan, Jorge Baranda, Josep Mangues
Publicado en: IEEE Access ( Volume: 10), 2022, ISSN 2169-3536
Editor: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2022.3228823

Data Driven Service Orchestration for Vehicular Networks

Autores: Anestis Dalgkitsis, Prodromos-Vasileios Mekikis, Angelos Antonopoulos, Christos Verikoukis
Publicado en: IEEE Transactions on Intelligent Transportation Systems ( Volume: 22, Edición: 7, July 2021), 2020, Página(s) 4100 - 4109, ISSN 1524-9050
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tits.2020.3011264

LACO: A Latency-Driven Network Slicing Orchestration in Beyond-5G Networks

Autores: Lanfranco Zanzi, Vincenzo Sciancalepore, Andres Garcia-Saavedra, Hans Dieter Schotten, Xavier Costa-Perez
Publicado en: IEEE Transactions on Wireless Communications, Edición 20/1, 2021, Página(s) 667-682, ISSN 1536-1276
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/twc.2020.3027963

Toward Securing Federated Learning against Poisoning Attacks in Zero Touch B5G networks

Autores: S. B. Saad, B. BRIK and A. KSENTINI
Publicado en: IEEE Transactions on Network and Service Management, doi: 10.1109/TNSM.2023.3278838., 2023, ISSN 1932-4537
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tnsm.2023.3278838.

A Novel QoS Framework for Network Slicing in 5G and Beyond Networks Based on SDN and NFV

Autores: Zhaogang Shu, Tarik Taleb
Publicado en: IEEE Network, Edición 34/3, 2020, Página(s) 256-263, ISSN 0890-8044
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mnet.001.1900423

Blockchain-based Service Orchestration for 5G Vertical Industries in Multi-Cloud Environment

Autores: Engin Zeydan; Jorge Baranda; Josep Nangues; Y. Turk; S. B. Ozturk
Publicado en: IEEE Trans. Netw. Serv. Manage.: 19 pp. 1-1 (4)., 2022, ISSN 1932-4537
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tnsm.2022.3194078

QoS and Resource-Aware Security Orchestration and Life Cycle Management

Autores: M. Bagaa, Tarik Taleb, Jorge Bernal Bernabe, Antonio Skarmeta
Publicado en: IEEE Transactions on Mobile Computing, 2022, ISSN 1536-1233
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tmc.2020.3046968

Trust in 5G and Beyond Networks

Autores: Chafika Benzaid, Tarik Taleb, Muhammad Zubair Farooqi
Publicado en: IEEE Network, 2021, Página(s) 1-11, ISSN 0890-8044
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mnet.011.2000508

Service Function Chaining in 5G & Beyond Networks: Challenges and Open Research Issues

Autores: Hajar Hantouti; Nabil Benamar; Tarik Taleb
Publicado en: IEEE Network ( Volume: 34, Edición: 4, July/August 2020), Edición 6, 2020, ISSN 0890-8044
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mnet.001.1900554

The Road beyond 5G: A Vision and Insight of the Key Technologies

Autores: Konstantinos Samdanis, Tarik Taleb
Publicado en: IEEE Network, Edición 34/2, 2020, Página(s) 135-141, ISSN 0890-8044
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mnet.001.1900228

A Heuristically Assisted Deep Reinforcement Learning Approach for Network Slice Placement

Autores: J. J. Alves Esteves, A. Boubendir, F. Guillemin and P. Sens
Publicado en: IEEE Transactions on Network and Service Management ( Volume: 19, Edición: 4, December 2022), 2022, ISSN 1932-4537
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tnsm.2021.3132103

Zero-touch security management for mMTC network slices: DDoS attack detection and mitigation

Autores: Radouane Niboucha, Sabra. Ben Saad, Adlen. Ksentini and Yacine. Challal
Publicado en: IEEE Internet of Things Journal, 20 December 2022, 2022, ISSN 2327-4662
Editor: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/jiot.2022.3230875

SCHE2MA: Scalable, Energy-Aware, Multidomain Orchestration for Beyond-5G URLLC Services

Autores: Anestis Dalgkitsis; Luis A. Garrido; Farhad Rezazadeh; Hatim Chergui; Kostas Ramantas; John S. Vardakas; Christos Verikoukis
Publicado en: Crossref, Edición 27, 2022, ISSN 1524-9050
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.5281/zenodo.7875988

"""Statistical Federated Learning for Beyond 5G SLA-Constrained RAN Slicing,"" in IEEE Transactions on Wireless Communications, vol. 21, no. 3, pp. 2066-2076, March 2022, doi: 10.1109/TWC.2021.3109377."

Autores: H. Chergui, L. Blanco and C. Verikoukis,
Publicado en: """ in IEEE Transactions on Wireless Communications, vol. 21, no. 3, pp. 2066-2076, March 2022,", 2022, ISSN 1536-1276
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/twc.2021.3109377

On the Specialization of FDRL Agents for Scalableand Distributed 6G RAN Slicing Orchestration

Autores: F. Rezazadeh, L. Zanzi, F. Devoti, H. Chergui, X. Costa-Pérez and C. Verikoukis
Publicado en: IEEE Transactions on Vehicular Technology ( Volume: 72, Edición: 3, March 2023), 2022, ISSN 0018-9545
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvt.2022.3218158

Federated Deep Reinforcement Learning for Internet of Things With Decentralized Cooperative Edge Caching

Autores: Xiaofei Wang, Chenyang Wang, Xiuhua Li, Victor C. M. Leung, Tarik Taleb
Publicado en: IEEE Internet of Things Journal, Edición 7/10, 2020, Página(s) 9441-9455, ISSN 2327-4662
Editor: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/jiot.2020.2986803

On using reinforcement learning for network slice admission control in 5G: offline vs. online

Autores: Sihem Bakri, Bouziane Brik, Adlen Ksentini
Publicado en: International journal of communication systems, Wiley, February 2021, 2021, ISSN 1074-5351
Editor: John Wiley & Sons Inc.
DOI: 10.1002/dac.4757

AI for Beyond 5G Networks: A Cyber-Security Defense or Offense Enabler?

Autores: Chafika Benzaid, Tarik Taleb
Publicado en: IEEE Network, Edición 34/6, 2020, Página(s) 140-147, ISSN 0890-8044
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mnet.011.2000088

On the Robustness of Controlled Deep Reinforcement Learning for Slice Placement

Autores: Jose Jurandir Alves Esteves; Amina Boubendir; Fabrice Guillemin; Pierre Sens
Publicado en: Journal of Network and Systems Management, Edición 3, 2022, ISSN 1573-7705
Editor: Springer
DOI: 10.1007/s10922-022-09654-8

Towards an Optimal MEC Resources Dimensioning for Vehicle Collision Avoidance System: A Deep Learning Approach

Autores: Brik, Bouziane; Ksentini, Adlen
Publicado en: IEEE Network, In press, Edición 26, 2022, ISSN 0890-8044
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mnet.011.2000577

ARENA: A Data-Driven Radio Access Networks Analysis of Football Events

Autores: Lanfranco Zanzi, Vincenzo Sciancalepore, Andres Garcia-Saavedra, Xavier Costa-Perez, Georgios Agapiou, Hans Dieter Schotten
Publicado en: IEEE Transactions on Network and Service Management, Edición 17/4, 2020, Página(s) 2634-2647, ISSN 1932-4537
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tnsm.2020.3032829

ONETS: Online Network Slice Broker From Theory to Practice

Autores: Vincenzo Sciancalepore, Senior Member, IEEE, Lanfranco Zanzi, Associate Member, IEEE, Xavier Costa-Perez, Senior Member, IEEE, and Antonio Capone, Fellow, IEEE
Publicado en: IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, VOL. 21, NO. 1, JANUARY 2022, 2022, ISSN 1536-1276
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.48550/arxiv.1801.03484

AI-driven predictive and scalable management and orchestration of network slices predictive and scalable management and orchestration of network slices

Autores: Sławomir Kukliński, Lechosław Tomaszewski, Robert Kołakowski, Anne-Marie Bosneag, Ashima Chawla, Adlen Ksentini, Sabra Ben Saad, Xu Zhao, Luis A. Garrido, Anestis Dalgkitsis, Bahador Bakhshi, Engin Zeydan
Publicado en: ITU Journal on Future and Evolving Technologies, Volume 3 (2022), Edición 3, Pages 570-588, 2022
Editor: ITU
DOI: 10.52953/ipui5221

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