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5G MiEdge: Millimeter-wave Edge cloud as an enabler for 5G ecosystem

Deliverables

Mid-term report on joint EU/JP vision, business models and ecosystem impact

Report on the outcome of the business model analysis and on the plan of how to harmonize the project activities.

5G MiEdge Testbed integrating mmWave access, liquid RAN C-plane, and user/application centric orchestration

This deliverable reports on feasibility and availability of all key 5G MiEdge network components and algorithms and their measured performance after implementation.

First report on dissemination, standards, regulation and exploitation plan

This deliverable collects the dissemination, as well as the standards and regulatory bodies activities completed in the first year of the project. It also provides a first plan for the exploitation activities of the consortium partners.

Performance evaluation of 5G MiEdge based 5G cellular networks

This delivery reports system performance of 5G MiEdge concepts for investigated scenarios and use cases.

Final report of 5G MiEdge project

Final report of 5G MiEdge project.

First annual status report of 5G MiEdge project

First annual status report of 5G MiEdge project.

Use cases and scenario definition

Description of the project framework composed of the chosen use cases and selected scenarios, under which the work of all the other WPs takes place.

Second report on dissemination, standards, regulation and exploitation plan

This deliverable collects the dissemination, as well as the standards and regulatory bodies activities, completed in the second year of the project. It also provides a refined plan for the exploitation activities of the consortium partners.

Integration of mmWave edge cloud into 5G cellular networks

Report on new C-plane to enable 5G liquid edge cloud to support multi-layer, multi-rat, and ultra-dense small cell deployment.

Design of mmWave antennas for 5G enabled stadium

Provide antenna prototypes along with report of their design, analysis and experimental results.

Context information management to create traffic map for mmWave edge cloud

Report on architecture and protocol of context information exchange for traffic map prediction.

User/application centric orchestration of mmWave edge cloud

Report on orchestration methods for optimal resource allocation, load distribution and clustering to realize 5G liquid edge cloud.

Design of mmWave ultra broadband acess for 5G

Report on variety of techniques developed for realizing mmWave ultra broadband access, including mmWave MU-MIMO scheduling and protocols, RF impairments calibrations and ultra lean signaling/control plane mechanisms.

Second annual status report of 5G MiEdge project

Second annual status report of 5G MiEdge project.

Method of site specific deployment of mmWave edge cloud

Report on algorithm and control protocols as well as overall architecture for mmWave edge cloud.

Final report on joint EU/JP vision, business models and ecosystem impact

Final report describing the actions to synergize the work of the two consortia, the conclusive analysis on the business model and the impact on the global ecosystem that the project accomplished.

5G MiEdge field trials integrated in 5G-Berlin test-bed toward Tokyo Olympic 2020

This delivery reports system performance under real-world constraints in typical 5G MiEdge scenarios orchestrated by 5G MiEdge controller over liquid RAN C-plane.

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Publications

The edge cloud: A holistic view of communication, computation and caching

Author(s): Barbarossa, Sergio; Sardellitti, Stefania; Ceci, Elena; Merluzzi, Mattia
Published in: Cooperative and Graph Signal Processing, P. Djuric and C. Richard (Eds.), 1, 2018
Publisher: Academic Press

Architecture of mmWave Edge Cloud in 5G-MiEdge

Author(s): Gia Khanh Tran, Hiroaki Nishiuchi, Valerio Frascolla, Koji Takinami, Antonio De Domenico, Emilio Calvanese Strinati, Thomas Haustein, Kei Sakaguchi, Sergio Barbarossa, Sergio Barberis, Katsuo Yunoki
Published in: 2018 IEEE International Conference on Communications Workshops (ICC Workshops), 2018, Page(s) 1-6, ISBN 978-1-5386-4328-0
Publisher: IEEE
DOI: 10.1109/ICCW.2018.8403583

SDN Orchestration to Optimize Meshed Millimeter-Wave Backhaul Networks for MEC-Enhanced eMBB Use Cases

Author(s): Konstantin Koslowski, Ricardo Santos, Wilhelm Keusgen, Thomas Haustein, Andreas Kassler, Kei Sakaguchi, Hiroaki Ogawa, Makoto Nakamura, Yu Tao
Published in: 2018 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB), 2018, Page(s) 1-5, ISBN 978-1-5386-4729-5
Publisher: IEEE
DOI: 10.1109/BMSB.2018.8436698

Small Perturbation Analysis of Network Topologies

Author(s): Elena Ceci, Sergio Barbarossa
Published in: 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018, Page(s) 4194-4198, ISBN 978-1-5386-4658-8
Publisher: IEEE
DOI: 10.1109/icassp.2018.8462226

MmWave meshed network with traffic and energy management mechanism

Author(s): Kei Sakaguchi, Gia Khanh Tran, Hiroaki Ogawa
Published in: 2017 IEEE 18th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2017, Page(s) 1-6, ISBN 978-1-5090-3009-5
Publisher: IEEE
DOI: 10.1109/spawc.2017.8227745

Evaluation of mmWave overlaid 5G heterogeneous cellular networks - Suitable frequency bands for different 5G KPIs

Author(s): G. K. Tran, H. Shimodaira, K. Sakaguchi
Published in: APWCS2016, 2016
Publisher: IEEE

Millimeter-waves, MEC, and network softwarization as enablers of new 5G business opportunities

Author(s): Valerio Frascolla, Juergen Englisch, Koji Takinami, Luca Chiaraviglio, Stefano Salsano, Katsuo Yunoki, Sergio Barberis, Valerio Palestini, Kei Sakaguchi, Thomas Haustein, Antonio de Domenico, Emilio Calvanese Strinati
Published in: 2018 IEEE Wireless Communications and Networking Conference (WCNC), 2018, Page(s) 1-5, ISBN 978-1-5386-1734-2
Publisher: IEEE
DOI: 10.1109/wcnc.2018.8377456

Toward the Realization of mmWave based 5G Cellular Networks

Author(s): G. K. Tran, K. Sakaguchi, M. Ando
Published in: WPMC 2016, 2016
Publisher: IEEE

Turning the Knobs on OpenFlow-Based Resiliency in mmWave Small Cell Meshed Networks

Author(s): Ricardo Santos, Hiroaki Ogawa, Gia Khanh Tran, Kei Sakaguchi, Andreas Kassler
Published in: 2017 IEEE Globecom Workshops (GC Wkshps), 2017, Page(s) 1-5, ISBN 978-1-5386-3920-7
Publisher: IEEE
DOI: 10.1109/glocomw.2017.8269214

Performance Evaluation of 5G mmWave Edge Cloud with Prefetching Algorithm - Invited Paper

Author(s): Hiroaki Nishiuchi, Gia Khanh Tran, Kei Sakaguchi
Published in: 2018 IEEE 87th Vehicular Technology Conference (VTC Spring), 2018, Page(s) 1-5, ISBN 978-1-5386-6355-4
Publisher: IEEE
DOI: 10.1109/vtcspring.2018.8417625

Optimal Association of Mobile Users to Multi-Access Edge Computing Resources

Author(s): Stefania Sardellitti, Mattia Merluzzi, Sergio Barbarossa
Published in: 2018 IEEE International Conference on Communications Workshops (ICC Workshops), 2018, Page(s) 1-6, ISBN 978-1-5386-4328-0
Publisher: IEEE
DOI: 10.1109/iccw.2018.8403594

Resilient Design of 5G Mobile-Edge Computing Over Intermittent mmWave Links

Author(s): di Pietro, Nicola; Merluzzi, Mattia; Strinati, Emilio Calvanese; Barbarossa, Sergio
Published in: ICC Workshops (WDN-5G) 2018, 1, 2018
Publisher: IEEE

LEARNING FROM SIGNALS DEFINED OVER SIMPLICIAL COMPLEXES

Author(s): Sergio Barbarossa, Stefania Sardellitti, Elena Ceci
Published in: 2018 IEEE Data Science Workshop (DSW), 2018, Page(s) 51-55, ISBN 978-1-5386-4410-2
Publisher: IEEE
DOI: 10.1109/dsw.2018.8439885

Joint Optimization of Caching and Transport in Proactive Edge Cloud

Author(s): Stefania Sardellitti, Francesca Costanzo, Mattia Merluzzi
Published in: 2018 26th European Signal Processing Conference (EUSIPCO), 2018, Page(s) 797-801, ISBN 978-9-0827-9701-5
Publisher: IEEE
DOI: 10.23919/eusipco.2018.8553288

Proactive Computation Caching Policies For 5G-and-Beyond Mobile Edge Cloud Networks

Author(s): Nicola di Pietro, Emilio Calvanese Strinati
Published in: 2018 26th European Signal Processing Conference (EUSIPCO), 2018, Page(s) 792-796, ISBN 978-9-0827-9701-5
Publisher: IEEE
DOI: 10.23919/eusipco.2018.8553086

Carry-on State Service Handover between Edge Hosts for Latency Strict Applications in Mobile Networks

Author(s): Katsuo Yunoki, Hiroyuki Shinbo
Published in: 2018 21st International Symposium on Wireless Personal Multimedia Communications (WPMC), 2018, Page(s) 472-477, ISBN 978-1-5386-5757-7
Publisher: IEEE
DOI: 10.1109/wpmc.2018.8712928

Dynamic Joint Resource Allocation and User Assignment in Multi-access Edge Computing

Author(s): Mattia Merluzzi, Paolo Di Lorenzo, Sergio Barbarossa
Published in: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019, Page(s) 4759-4763, ISBN 978-1-4799-8131-1
Publisher: IEEE
DOI: 10.1109/icassp.2019.8683499

Interference Management for Millimeter-wave Mesh Backhaul Networks

Author(s): Makoto Nakamura, Gia Khanh Tran, Kei Sakaguchi
Published in: 2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC), 2019, Page(s) 1-4, ISBN 978-1-5386-5553-5
Publisher: IEEE
DOI: 10.1109/ccnc.2019.8651725

Latency-Constrained Dynamic Computation Offloading with Energy Harvesting IoT Devices

Author(s): M. Merluzzi, P. Di Lorenzo, S. Barbarossa
Published in: IEEE INFOCOM 2019, 2019
Publisher: IEEE

Outdoor Experiment of mmWave Meshed Backhaul for Realtime Edge Content Delivery

Author(s): G. K. Tran, M. Nakamura, H. Nishiuchi, K. Sakaguchi, R. Santos, K. Koslowski
Published in: IEEE WCNC 2019, 2019
Publisher: IEEE

Cross-Layer Optimization in Terminals

Author(s): Valerio Frascolla, Jonathan Ah Sue, Muhammad Mudussir Avub, Krzysztof Miesniak, Ralph Hasholzner, Jurgen Englisch, Amal Ben-Ameur
Published in: 2018 26th European Signal Processing Conference (EUSIPCO), 2018, Page(s) 802-806, ISBN 978-9-0827-9701-5
Publisher: IEEE
DOI: 10.23919/eusipco.2018.8553240

Overbooking radio and computation resources in mmW-mobile edge computing to reduce vulnerability to channel intermittency

Author(s): Sergio Barbarossa, Elena Ceci, Mattia Merluzzi
Published in: 2017 European Conference on Networks and Communications (EuCNC), 2017, Page(s) 1-5, ISBN 978-1-5386-3873-6
Publisher: IEEE
DOI: 10.1109/EuCNC.2017.7980746

5G-MiEdge: Design, Standardization and Deployment of 5G Phase II Technologies

Author(s): Valerio Frascolla, Federico Miatton, Gia Khanh Tran, Koji Takinami, Antonio De Domenico, Emilio Calvanese Strinati, Thomas Haustein, Kei Sakaguchi, Sergio Barbarossa, Sergio Barberis
Published in: IEEE CSCN, 2017
Publisher: IEEE

Modeling and Analysis of HetNets with mm-Wave Multi-RAT Small Cells Deployed Along Roads

Author(s): Gourab Ghatak, Antonio De Domenico, and Marceau Coupechoux
Published in: IEEE Globecom, 2017
Publisher: IEEE

Enabling effective Mobile Edge Computing using millimeterwave links

Author(s): Sergio Barbarossa, Elena Ceci, Mattia Merluzzi, Emilio Calvanese-Strinati
Published in: 2017 IEEE International Conference on Communications Workshops (ICC Workshops), 2017, Page(s) 367-372, ISBN 978-1-5090-1525-2
Publisher: IEEE
DOI: 10.1109/ICCW.2017.7962685

Traffic adaptive formation of mmWave meshed backhaul networks

Author(s): Hiroaki Ogawa, Gia Khanh Tran, Kei Sakaguchi, Thomas Haustein
Published in: 2017 IEEE International Conference on Communications Workshops (ICC Workshops), 2017, Page(s) 185-191, ISBN 978-1-5090-1525-2
Publisher: IEEE
DOI: 10.1109/ICCW.2017.7962655

Learning and Management for Internet of Things: Accounting for Adaptivity and Scalability

Author(s): Tianyi Chen, Sergio Barbarossa, Xin Wang, Georgios B. Giannakis, Zhi-Li Zhang
Published in: Proceedings of the IEEE, 107/4, 2019, Page(s) 778-796, ISSN 0018-9219
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/JPROC.2019.2896243

Graph Topology Inference Based on Sparsifying Transform Learning

Author(s): Stefania Sardellitti, Sergio Barbarossa, Paolo Di Lorenzo
Published in: IEEE Transactions on Signal Processing, 67/7, 2019, Page(s) 1712-1727, ISSN 1053-587X
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TSP.2019.2896229

Where, When, and How mmWave is Used in 5G and Beyond

Author(s): Kei SAKAGUCHI, Thomas HAUSTEIN, Sergio BARBAROSSA, Emilio Calvanese STRINATI, Antonio CLEMENTE, Giuseppe DESTINO, Aarno PÄRSSINEN, Ilgyu KIM, Heesang CHUNG, Junhyeong KIM, Wilhelm KEUSGEN, Richard J. WEILER, Koji TAKINAMI, Elena CECI, Ali SADRI, Liang XIAN, Alexander MALTSEV, Gia Khanh TRAN, Hiroaki OGAWA, Kim MAHLER, Robert W. HEATH Jr.
Published in: IEICE Transactions on Electronics, E100.C/10, 2017, Page(s) 790-808, ISSN 0916-8524
Publisher: Oxford University Press
DOI: 10.1587/transele.e100.c.790

Industry Perspectives

Author(s): A. De Domenico, R. Gerzaguet, N. Cassiau, A. Clemente, R. D'Errico, C. Dehos, J. L. Gonzalez, D. Ktenas, L. Manat, V. Savin, A. Siligaris
Published in: IEEE Wireless Communications, 24/4, 2017, Page(s) 4-9, ISSN 1536-1284
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/MWC.2017.8014284