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5G-MoNArch

5G Mobile Network Architecture for diverse services, use cases, and applications in 5G and beyond

Total Cost €

EC-Contrib. €

Partnership

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Outcomes and
results

5G-MoNArch project word cloud

Explore the words cloud of the 5G-MoNArch project. It provides you a very rough idea of what is the project "5G-MoNArch" about.

algorithms optimization innovation evolve fill cross functions gaps efficient fledged enhanced flexibility resilience domains operator sea core elasticity mobile architecture standards slice city experimental dressed virtualisation diversity adaptable realistic port inter elaborated complement thorough prototypes orchestrators testbeds enabled testbed gain conceptual implementations cloud innovations domain virtualised experiment orchestration network commercial functional patents vertical programmable market ppp instantiate leverage edge ad combine players devised deployment representative motivation monarch protocol ran stack plan resource 5g security industry slicing touristic meet prototype performing flexible services slices

Project "5G-MoNArch" data sheet

The following table provides information about the project.

Coordinator	NOKIA SOLUTIONS AND NETWORKS MANAGEMENT INTERNATIONAL GMBH There are not information about this coordinator. Please contact Fabio for more information, thanks.
Coordinator Country	Germany [DE]
Project website	https://5g-monarch.eu
Total cost	7˙681˙088 €
EC max contribution	7˙681˙088 € (100%)
Programme	1. H2020-EU.2.1.1. (INDUSTRIAL LEADERSHIP - Leadership in enabling and industrial technologies - Information and Communication Technologies (ICT))
Code Call	H2020-ICT-2016-2
Funding Scheme	RIA
Starting year	2017
Duration (year-month-day)	from 2017-07-01 to 2019-06-30

Partnership

Take a look of project's partnership.

#	participants	country	role	EC contrib. [€]
1	NOKIA SOLUTIONS AND NETWORKS GMBH &CO KG NOKIA SOLUTIONS AND NETWORKS GMBH &CO KG Organization address address: WERINHERSTRASSE 91 city: MUNCHEN postcode: 81541 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	DE (MUNCHEN)	coordinator	929˙244.00
2	NOKIA SOLUTIONS AND NETWORKS MANAGEMENT INTERNATIONAL GMBH NOKIA SOLUTIONS AND NETWORKS MANAGEMENT INTERNATIONAL GMBH Organization address address: WERINHERSTR 91 city: MUNCHEN postcode: 81541 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	DE (MUNCHEN)	coordinator	0.00
3	DEUTSCHE TELEKOM AG DEUTSCHE TELEKOM AG Organization address address: FRIEDRICH-EBERT-ALLEE 140 city: BONN postcode: 53113 website: http://www.fp7-sparc.eu/ contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	DE (BONN)	participant	746˙459.00
4	UNIVERSIDAD CARLOS III DE MADRID UNIVERSIDAD CARLOS III DE MADRID Organization address address: CALLE MADRID 126 city: GETAFE (MADRID) postcode: 28903 website: http://www.uc3m.es contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	ES (GETAFE (MADRID))	participant	669˙294.00
5	NOMOR RESEARCH GMBH NOMOR RESEARCH GMBH Organization address address: BRECHERSPITZSTRASSE 8 city: MUNCHEN postcode: 81541 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	DE (MUNCHEN)	participant	665˙727.00
6	REAL WIRELESS LIMITED REAL WIRELESS LIMITED Organization address address: PO BOX 2218 city: PULBOROUGH postcode: RH20 4XB website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	UK (PULBOROUGH)	participant	581˙290.00
7	HUAWEI TECHNOLOGIES DUESSELDORF GMBH HUAWEI TECHNOLOGIES DUESSELDORF GMBH Organization address address: HANSAALLEE 205 city: DUSSELDORF postcode: 40549 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	DE (DUSSELDORF)	participant	580˙464.00
8	SAMSUNG ELECTRONICS (UK) LIMITED SAMSUNG ELECTRONICS (UK) LIMITED Organization address address: SAMSUNG HOUSE - 1000 HILLSWOOD DRIVE city: CHERTSEY - SURREY postcode: KT16 0PS website: http://www.ict-davinci-codes.eu/ contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	UK (CHERTSEY - SURREY)	participant	558˙834.00
9	COMMISSARIAT A L ENERGIE ATOMIQUE ET AUX ENERGIES ALTERNATIVES COMMISSARIAT A L ENERGIE ATOMIQUE ET AUX ENERGIES ALTERNATIVES Organization address address: RUE LEBLANC 25 city: PARIS 15 postcode: 75015 website: www.cea.fr contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	FR (PARIS 15)	participant	547˙985.00
10	ATOS SPAIN SA ATOS SPAIN SA Organization address address: CALLE DE ALBARRACIN 25 city: MADRID postcode: 28037 website: www.atos.net contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	ES (MADRID)	participant	458˙469.00
11	TELECOM ITALIA SPA TELECOM ITALIA SPA Organization address address: VIA GAETANO NEGRI 1 city: MILANO postcode: 20123 website: http://www.ict-strongest.eu/ contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	IT (MILANO)	participant	416˙220.00
12	ETHNIKO KENTRO EREVNAS KAI TECHNOLOGIKIS ANAPTYXIS ETHNIKO KENTRO EREVNAS KAI TECHNOLOGIKIS ANAPTYXIS Organization address address: CHARILAOU THERMI ROAD 6 KM city: THERMI THESSALONIKI postcode: 57001 website: www.certh.gr contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	EL (THERMI THESSALONIKI)	participant	330˙610.00
13	NOKIA BELL LABS FRANCE NOKIA BELL LABS FRANCE Organization address address: SITE NOKIA PARIS SACLAY, ROUTE DE VILLEJUST city: NOZAY postcode: 91620 website: http://www.ict-etics.eu/ contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	FR (NOZAY)	participant	327˙594.00
14	TECHNISCHE UNIVERSITAET KAISERSLAUTERN TECHNISCHE UNIVERSITAET KAISERSLAUTERN Organization address address: GOTTLIEB DAIMLER STRASSE city: KAISERSLAUTERN postcode: 67663 website: www.uni-kl.de contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	DE (KAISERSLAUTERN)	participant	307˙875.00
15	HAMBURG PORT AUTHORITY HAMBURG PORT AUTHORITY Organization address address: NEUER WANDRAHM 4 city: HAMBURG postcode: 20457 website: http://www.hamburg-port-authority.de/ contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	DE (HAMBURG)	participant	299˙177.00
16	MOBICS TELECOMMUNICATION AND CONSULTING SERVICES SA MOBICS TELECOMMUNICATION AND CONSULTING SERVICES SA Organization address address: KIFISSIAS AVENUE 27 city: ATHINA postcode: 115 23 website: www.mobics.gr contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	EL (ATHINA)	participant	261˙840.00

Map

Project objective

Motivation: The expected diversity of services and use cases in 5G requires a flexible, adaptable, and programmable architecture. While the design of such an architecture has been addressed by 5G-PPP Phase 1 at a conceptual level, it must be brought into practice in Phase 2. To this end, 5G-MoNArch will (i) evolve 5G-PPP Phase 1 concepts to a fully-fledged architecture, (ii) develop prototype implementations and (iii) apply these prototypes to representative use cases.

Approach: 5G-MoNArch architecture design will combine Phase 1 concepts (such as virtualisation, slicing and orchestration of access and core functions) with three enabling innovations that fill gaps not ad-dressed in Phase 1: (i) inter-slice control and cross-domain management, to enable the coordination across slices and domains, (ii) experiment-driven optimization, to leverage experimental results to design highly performing algorithms, and (iii) cloud-enabled protocol stack, to gain flexibility in the orchestration of virtualised functions.

Testbeds: The devised architecture will be deployed in two testbeds: (i) the sea port, representative of a vertical industry use case, and (ii) the touristic city, representative of a mobile operator deployment. For each testbed, 5G-MoNArch will instantiate the architecture and complement it with a use case specific functionality – the two functional innovations of 5G-MoNArch: (i) resilience and security, needed to meet the sea port requirements, and (ii) resource elasticity, to make an efficient use of the resources in the touristic city.

Impact: 5G-MoNArch has a very high potential for commercial impact, including enhanced products (e.g., orchestrators or edge-cloud RAN), novel services (enabled by network slicing) and opportunities for new market players. To exploit this potential, 5G-MoNArch has elaborated a thorough and realistic innovation plan that includes patents and standards.

Deliverables

List of deliverables.
Final report on testbed activities and experimental evaluation	Documents, reports	2020-01-22 15:52:39
Final resilience and security report	Documents, reports	2020-01-22 15:52:40
Final overall architecture	Documents, reports	2020-01-22 15:52:40
Final report on architectural verification and validation	Documents, reports	2020-01-22 15:52:40
Final design and evaluation of resource elastic functions	Documents, reports	2020-01-22 15:52:40
Documentation of requirements and KPIs and definition of suitable evaluation criteria	Documents, reports	2020-01-22 15:52:38
Initial overall architecture and concepts for enabling innovations	Documents, reports	2020-01-22 15:52:38
Baseline architecture based on 5G-PPP Phase 1 results and gap analysis	Documents, reports	2020-01-22 15:52:38
First report on dissemination, standards, and exploitation plan.	Documents, reports	2020-01-22 15:52:37
Initial design of resource elastic functions	Documents, reports	2020-01-22 15:52:37
Testbed setup and 5G-MoNArch technologies demonstrated	Documents, reports	2020-01-22 15:52:37
Methodology for verification and validation of 5G-MoNArch architectural innovations	Documents, reports	2020-01-22 15:52:37
Initial resilience and security analysis	Documents, reports	2020-01-22 15:52:37
Final report on dissemination, standards, and exploitation plan.	Documents, reports	2020-01-22 15:52:40

Take a look to the deliverables list in detail: detailed list of 5G-MoNArch deliverables.

Publications

List of publications.
year	authors and title	journal	last update
2018	Julie Bradford, Simon Fletcher The Economic drivers for network elasticity published pages: , ISSN: , DOI:	European Conference on Networks and Communications (EuCNC) Special Session	2020-01-22
2018	Emmanouil Pateromichelakis, Omer Bulakci, Chenghui Peng, Jiayin Zhang, Yuan Xia LAA as a Key Enabler in Slice-Aware 5G RAN: Challenges and Opportunities published pages: 29-35, ISSN: 2471-2825, DOI: 10.1109/MCOMSTD.2018.1700061	IEEE Communications Standards Magazine 2/1	2020-01-22
2018	Bin Han, Ji Lianghai, Hans D. Schotten Slice as an Evolutionary Service: Genetic Optimization for Inter-Slice Resource Management in 5G Networks published pages: 33137-33147, ISSN: 2169-3536, DOI: 10.1109/ACCESS.2018.2846543	IEEE Access 6	2020-01-22
2018	Antonio De Domenico, Nicola di Pietro, Ghina Dandachi, and Emilio Calvanese Strinati Dynamic Deployment of Virtual Network Functions in Heterogeneous Telco Clouds published pages: , ISSN: , DOI:	European Conference on Networks and Communications (EuCNC) Special Session	2020-01-22
2018	P. Serrano, Marco Gramaglia, Dario Bega, David Gutierrez-Estevez, Gines Garcia-Aviles and Albert Banchs On the Benefits of Bringing Cloud-Awareness to Network Virtual Functions published pages: , ISSN: , DOI:	European Conference on Networks and Communications (EuCNC) Special Session	2020-01-22
2018	Anastasios Zafeiropoulos, Panagiotis Gouvas, Eleni Fotopoulou, George Tsiolis, Thanos Xirofotos, Jose Bonnet, Gino Carrozzo, Stamatia Rizou, Anastasius Gavras, Maria Barros Weiss, Xavier Costa-Perez, Athul Prasad, Marco Gramaglia, Anna Tzanakaki, Dimitra Simeonidou, John Cosmas, Mikael Fallgren, Raul MuÃ±oz, Ricard Vilalta Enabling Vertical Industries Adoption of 5G Technologies: a Cartography of Evolving Solutions published pages: , ISSN: , DOI:	European Conference on Networks and Communications (EuCNC)	2020-01-22
2017	Lars Christoph Schmelz, Albert Banchs, Mauro Boldi, Ã–mer Bulakci, Emilio Calvanese Strinati, David GutiÃ©rrez-EstÃ©vez, Diomidis S. Michalopoulos, Jose Enrique G. Blazquez, Heinz Droste, Simon Fletcher Mobile Network Architecture: End-to-End Network Slicing for 5G and Beyond published pages: , ISSN: , DOI:	\"Wireless World Research Forum Meeting #39\"	2020-01-22
2018	Sina Khatibi, Irina Balan, Dimitris Tsolkas Slice-Aware Elastic Resource Management published pages: , ISSN: , DOI:	European Conference on Networks and Communications (EuCNC) Special Session	2020-01-22
2018	Bin Han, Marcos Rates Crippa and Hans Schotten 5G Island for Network Resilience and Autonomous Failsafe Operations published pages: , ISSN: , DOI:	European Conference on Networks and Communications (EuCNC) Special Session	2020-01-22
2018	Sina Khatibi, Kunjan Shah, Mustafa Roshdi Modelling of Computational Resources for 5G RAN published pages: , ISSN: , DOI:	European Conference on Networks and Communications (EuCNC)	2020-01-22
2018	Borislava Gajic, Christian Mannweiler, Diomidis S. Michalopoulos Cognitive Network Fault Management Approach for Improving Resilience in 5G Networks published pages: , ISSN: , DOI:	European Conference on Networks and Communications (EuCNC) Special Session	2020-01-22
2018	D. Gutierrez-Estevez, Ã–. Bulakci, Q. Wei, C. Mannweiler, M. Gramaglia, M. Shariat, P. Arnold, N. di Pietro, G. Dandachi, D. Tsolkas Overall 5G-MoNArch Architecture and Implications for Resource Elasticity published pages: , ISSN: , DOI:	European Conference on Networks and Communications (EuCNC) Special Session	2020-01-22
2018	Paul Arnold, Dirk von Hugo Future integrated communication network architectures enabling heterogeneous service provision published pages: 59-66, ISSN: 1684-9973, DOI: 10.5194/ars-16-59-2018	Advances in Radio Science 16	2020-01-22
2018	Dario Bega, Albert Banchs, Marco Gramaglia, Xavier Costa-Perez, Peter Rost CARES: Computation-Aware Scheduling in Virtualized Radio Access Networks published pages: 7993-8006, ISSN: 1536-1276, DOI: 10.1109/TWC.2018.2873324	IEEE Transactions on Wireless Communications 17/12	2020-01-22
2019	De Domenico, Antonio; Liu, Ya-Feng; Yu, Wei Optimal Computational Resource Allocation and Network Slicing Deployment in 5G Hybrid C-RAN published pages: , ISSN: , DOI: 10.5281/zenodo.3268620	2019 IEEE International Conference on Communications (ICC) 2	2020-01-22
2018	Francesco Gringoli, Paul Patras, Carlos Donato, Pablo Serrano, Yan Grunenberger Performance Assessment of Open Software Platforms for 5G Prototyping published pages: 10-15, ISSN: 1536-1284, DOI: 10.1109/MWC.2018.1800049	IEEE Wireless Communications 25/5	2020-01-22
2019	Gourab Ghatak, Antonio De Domenico, Marceau Coupechou Small Cell Deployment Along Roads: Coverage Analysis and Slice-Aware RAT Selection published pages: 1-1, ISSN: 0090-6778, DOI: 10.1109/TCOMM.2019.2916794	IEEE Transactions on Communications	2020-01-22
2019	Gutierrez-Estevez, David; Gramaglia, Marco; De Domenico, Antonio; Dandachi, Ghina; Khatibi, Sina; Tsolkas, Dimitris; Balan, Irina; Garcia-Saavedra, Andres; Elzur, Uri; Wang, Yue Artificial Intelligence for Elastic Management and Orchestration of 5G Networks published pages: , ISSN: 1536-1284, DOI: 10.5281/zenodo.3266981	IEEE Wireless Communications 4	2020-01-22
2018	Gines Garcia-Aviles, Marco Gramaglia, Pablo Serrano, Albert Banchs POSENS: A Practical Open Source Solution for End-to-End Network Slicing published pages: 30-37, ISSN: 1536-1284, DOI: 10.1109/MWC.2018.1800050	IEEE Wireless Communications 25/5	2020-01-22
2019	Michalopoulos, Diomidis; Pauli, Volker Data Duplication for High Reliability: A Protocol Level Simulation Assessment published pages: , ISSN: , DOI: 10.5281/zenodo.3267117	2019 IEEE International Conference on Communications (ICC) 1	2020-01-22
2019	Belschner, Jakob; Michalopoulos, Diomidis A Hybrid Approach for Data Duplication and Network Coding published pages: , ISSN: , DOI: 10.5281/zenodo.3267098	2019 European Conference on Networks and Communications (EuCNC) 1	2020-01-22
2019	Einhaus, Michael; Kim, Igor; Buchr Charaf, Mohamad; Klinger, Jens A Framework for RAN Performance Evaluations based on Software Defined Radio published pages: , ISSN: , DOI: 10.5281/zenodo.3274323	24. ITG Fachtagung Mobilkommunikation â€“ Technologien und Anwendungen 3	2020-01-22
2018	Schinianakis, Dimitrios; Trapero, Ruben; Michalopoulos, Diomidis; Gallego-Nicasio Crespo, Beatriz Security Considerations in 5G Networks: A Slice-Aware Trust Zone Approach published pages: , ISSN: , DOI: 10.5281/zenodo.3268630	2019 IEEE Wireless Communications and Networking Conference (WCNC) 3	2020-01-22
2018	Serrano YÃ¡Ã±ez-Mingot, Pablo; Gramaglia, Marco; Bega, Dario; GutiÃ©rrez-EstÃ©vez, David; GarcÃa AvilÃ©s, GinÃ©s; Banchs Roca, Albert On the benefits of bringing cloud-awareness to network virtual functions published pages: , ISSN: , DOI: 10.5281/zenodo.3297899	2018 European Conference on Networks and Communications (EuCNC) Special Session 1	2020-01-22
2019	Mohammad Asif Habibi, Meysam Nasimi, Bin Han, Hans D. Schotten A Comprehensive Survey of RAN Architectures Toward 5G Mobile Communication System published pages: 70371-70421, ISSN: 2169-3536, DOI: 10.1109/access.2019.2919657	IEEE Access 7	2020-01-22
2019	Gajic, Borislava; Trapero, Ruben; Michalopoulos, Diomidis Telco Cloud Resilience: Synergies between Fault and Security Management published pages: , ISSN: , DOI: 10.5281/zenodo.3267053	2019 European Conference on Networks and Communications (EuCNC) 1	2020-01-22
2018	Pablo Caballero, Albert Banchs, Gustavo de Veciana, Xavier Costa-Perez, Arturo Azcorra Network Slicing for Guaranteed Rate Services: Admission Control and Resource Allocation Games published pages: 6419-6432, ISSN: 1536-1276, DOI: 10.1109/TWC.2018.2859918	IEEE Transactions on Wireless Communications 17/10	2020-01-22
2017	Schmelz, Lars Christoph; Banchs, Albert; Boldi, Mauro; Bulacki, Ã–mer; Calvanese Strinati, Emilio; GutiÃ©rrez-EstÃ©vez, David; Michalopoulos, Diomidis; G. Blazquez, Jose Enrique; Droste, Heinz Mobile Network Architecture: End-to-End Network Slicing for 5G and Beyond The path from concepts to practice: The 5G PPP Phase 2 project 5G-MoNArch published pages: , ISSN: , DOI: 10.5281/zenodo.3269378	\"Wireless World Research Forum Meeting #39\" 1	2020-01-22
2019	Bin Han, Di Feng, Hans D. Schotten A Markov Model of Slice Admission Control published pages: 2-5, ISSN: 2576-3156, DOI: 10.1109/LNET.2018.2873978	IEEE Networking Letters 1/1	2020-01-22
2019	Bega, Dario; Gramaglia, Marco; Fiore, Marco; Banchs, Albert; Costa-Perez, Xavier DeepCog: cognitive network management in sliced 5G Networks with deep learning published pages: , ISSN: , DOI: 10.5281/zenodo.3298949	IEEE INFOCOM 2019 - IEEE Conference on Computer Communications 1	2020-01-22
2018	Pablo Serrano, Marco Gramaglia, Dario Bega, David Gutierrez-Estevez, Gines Garcia-Aviles, Albert Banchs The path toward a cloud-aware mobile network protocol stack published pages: e3312, ISSN: 2161-3915, DOI: 10.1002/ett.3312	Transactions on Emerging Telecommunications Technologies 29/5	2020-01-22
2018	Peter Rost, Markus Breitbach, Hendrik Roreger, Bilgehan Erman, Christian Mannweiler, Ray Miller, Ingo Viering Customized Industrial Networks: Network Slicing Trial at Hamburg Seaport published pages: 48-55, ISSN: 1536-1284, DOI: 10.1109/MWC.2018.1800045	IEEE Wireless Communications 25/5	2020-01-22
2019	Emmanouil Pateromichelakis, Fabrizio Moggio, Christian Mannweiler, Paul Arnold, Mehrdad Shariat, Michael Einhaus, Qing Wei, Omer Bulakci, Antonio De Domenico End-to-End Data Analytics Framework for 5G Architecture published pages: 40295-40312, ISSN: 2169-3536, DOI: 10.1109/access.2019.2902984	IEEE Access 7	2020-01-22
2019	Mehrdad Shariat, Ã–mer Bulakci, Antonio De Domenico, Christian Mannweiler, Marco Gramaglia, Qing Wei, Aravinthan Gopalasingham, Emmanouil Pateromichelakis, Fabrizio Moggio, Dimitris Tsolkas, Borislava Gajic, Marcos Rates Crippa, Sina Khatibi A Flexible Network Architecture for 5G Systems published pages: 1-19, ISSN: 1530-8669, DOI: 10.1155/2019/5264012	Wireless Communications and Mobile Computing 2019	2020-01-22
2019	Pablo Caballero, Albert Banchs, Gustavo De Veciana, Xavier Costa-Perez Network Slicing Games: Enabling Customization in Multi-Tenant Mobile Networks published pages: 662-675, ISSN: 1063-6692, DOI: 10.1109/TNET.2019.2895378	IEEE/ACM Transactions on Networking 27/2	2020-01-22
2019	Juan Rendon Schneir, Ade Ajibulu, Konstantinos Konstantinou, Julie Bradford, Gerd Zimmermann, Heinz Droste, Rafael Canto A business case for 5G mobile broadband in a dense urban area published pages: 101813, ISSN: 0308-5961, DOI: 10.1016/j.telpol.2019.03.002	Telecommunications Policy 43/7	2020-01-22
2019	Bega, Dario; Gramaglia, Marco; Fiore, Marco; Banchs, Albert; Costa-Perez, Xavier Alfa-OMC: cost-aware deep learning for mobile network resource orchestration published pages: , ISSN: , DOI: 10.5281/zenodo.3299579	IEEE INFOCOM 2019 - IEEE Conference on Computer Communications 1	2020-01-22
2019	Mpatziakas, Asterios; Papadopoulos, Stavros; Khatibi, Sina; Drosou, Anastasios; Tzovaras, Dimitrios Slice-aware Resource Orchestration of an Elastic 5G Network via Evolutionary Algorithms published pages: , ISSN: , DOI: 10.5281/zenodo.3268611	2019 European Conference on Networks and Communications (EuCNC) Workshop 1	2020-01-22
2019	Dario Bega, Marco Gramaglia, Albert Banchs, Vincenzo Sciancalepore, Xavier Costa-Perez A Machine Learning approach to 5G Infrastructure Market optimization published pages: 1-1, ISSN: 1536-1233, DOI: 10.1109/TMC.2019.2896950	IEEE Transactions on Mobile Computing	2020-01-22
2019	Vincenzo Sciancalepore, Christian Mannweiler, Faqir Zarrar Yousaf, Pablo Serrano, Marco Gramaglia, Julie Bradford, Ignacio Labrador Pavon A Future-Proof Architecture for Management and Orchestration of Multi-Domain NextGen Networks published pages: 79216-79232, ISSN: 2169-3536, DOI: 10.1109/access.2019.2923364	IEEE Access 7	2020-01-22

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