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FOGHORN SIGNED

FOG-aided wireless networks for communication, cacHing and cOmputing: theoRetical and algorithmic fouNdations

Total Cost €

EC-Contrib. €

Partnership

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Outcomes and
results

FOGHORN project word cloud

Explore the words cloud of the FOGHORN project. It provides you a very rough idea of what is the project "FOGHORN" about.

optimization capital solutions hoc insights communication algorithmic wireless contrast internet time reductions grounded operation cloud networks foghorn disclosing theory tactile pertaining synergy cater computing latency caching technologies unlocking initial queuing edge fog framework fronthaul forefront evolution ad leverages underpinned convex optimal class transmission signal distributed academic distillation network principles theoretical fits localized solution reap enhanced guiding centralization connecting intelligence choices spectral bene fundamental fficiency foundations aided engineering greening complementarity 5g cloudification poses

Project "FOGHORN" data sheet

The following table provides information about the project.

Coordinator	KING'S COLLEGE LONDON Organization address address: STRAND city: LONDON postcode: WC2R 2LS website: www.kcl.ac.uk contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.
Coordinator Country	United Kingdom [UK]
Total cost	2˙318˙719 €
EC max contribution	2˙318˙719 € (100%)
Programme	1. H2020-EU.1.1. (EXCELLENT SCIENCE - European Research Council (ERC))
Code Call	ERC-2016-COG
Funding Scheme	ERC-COG
Starting year	2017
Duration (year-month-day)	from 2017-06-01 to 2022-05-31

Partnership

Take a look of project's partnership.

#	participants	country	role	EC contrib. [€]
1	KING'S COLLEGE LONDON KING'S COLLEGE LONDON Organization address address: STRAND city: LONDON postcode: WC2R 2LS website: www.kcl.ac.uk contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	UK (LONDON)	coordinator	2˙318˙719.00

Map

Project objective

'The FOGHORN project aims at developing the theoretical and algorithmic foundations of fog-aided wireless networks. This is an emerging class of wireless systems that leverages the synergy and complementarity of cloudification and edge processing, two key technologies in the evolution towards 5G systems and beyond. Fog-aided wireless networks can reap the bene fits of centralization via cloud processing, in terms of capital and operating cost reductions, greening, and enhanced spectral e fficiency, while, at the same time, being able to cater to low-latency applications, such as the 'tactile' internet, by means of localized intelligence at the network edge. The operation of fog-aided wireless networks poses novel fundamental research problems pertaining to the optimal management of the communication, caching and computing resources at the cloud and at the edge, as well as to the transmission on the fronthaul network connecting cloud and edge. The solution of these problems challenges the theoretical principles and engineering insights which have underpinned the design of existing networks. The initial research activity on the topic, of which the EU is at the forefront, focuses, by and large, on ad hoc solutions and technologies. In contrast, the goal of this project is to develop fundamental theoretical insights and algorithmic principles with the main aim of guiding engineering choices, unlocking new academic opportunities and disclosing new technologies. The theoretical framework is grounded in network information theory, which enables the distillation of design principles, along with signal processing, (non-convex) optimization, queuing and distributed computing to develop and analyse algorithmic solutions.'

Publications

List of publications.
year	authors and title	journal	last update
2018	Petar Popovski, Kasper Floe Trillingsgaard, Osvaldo Simeone, Giuseppe Durisi 5G Wireless Network Slicing for eMBB, URLLC, and mMTC: A Communication-Theoretic View published pages: 55765-55779, ISSN: 2169-3536, DOI: 10.1109/access.2018.2872781	IEEE Access 6	2019-12-16
2019	Hyeryung Jang, Osvaldo Simeone, Brian Gardner, Andre Gruning An Introduction to Probabilistic Spiking Neural Networks: Probabilistic Models, Learning Rules, and Applications published pages: 64-77, ISSN: 1053-5888, DOI: 10.1109/msp.2019.2935234	IEEE Signal Processing Magazine 36/6	2019-12-16
2019	Rahul Devassy, Giuseppe Durisi, Guido Carlo Ferrante, Osvaldo Simeone, Elif Uysal Reliable Transmission of Short Packets Through Queues and Noisy Channels Under Latency and Peak-Age Violation Guarantees published pages: 721-734, ISSN: 0733-8716, DOI: 10.1109/JSAC.2019.2898760	IEEE Journal on Selected Areas in Communications 37/4	2019-12-16
2019	Nicolas Skatchkovsky, Osvaldo Simeone Optimizing Pipelined Computation and Communication for Latency-Constrained Edge Learning published pages: 1542-1546, ISSN: 1089-7798, DOI: 10.1109/LCOMM.2019.2922658	IEEE Communications Letters 23/9	2019-12-16
2019	Seok-Hwan Park, Osvaldo Simeone, Shlomo Shamai (Shitz) Robust Baseband Compression Against Congestion in Packet-Based Fronthaul Networks Using Multiple Description Coding published pages: 433, ISSN: 1099-4300, DOI: 10.3390/e21040433	Entropy 21/4	2019-12-16
2019	Nan Jiang, Yansha Deng, Osvaldo Simeone, Arumugam Nallanathan Online Supervised Learning for Traffic Load Prediction in Framed-ALOHA Networks published pages: 1778-1782, ISSN: 1089-7798, DOI: 10.1109/LCOMM.2019.2931693	IEEE Communications Letters 23/10	2019-12-16
2018	Osvaldo Simeone A Very Brief Introduction to Machine Learning With Applications to Communication Systems published pages: 648-664, ISSN: 2332-7731, DOI: 10.1109/TCCN.2018.2881442	IEEE Transactions on Cognitive Communications and Networking 4/4	2019-12-16
2019	Jingjing Zhang, Osvaldo Simeone On Model Coding for Distributed Inference and Transmission in Mobile Edge Computing Systems published pages: 1065-1068, ISSN: 1089-7798, DOI: 10.1109/LCOMM.2019.2911496	IEEE Communications Letters 23/6	2019-12-16
2018	Osvaldo Simeone A Brief Introduction to Machine Learning for Engineers published pages: 200-431, ISSN: 1932-8346, DOI: 10.1561/2000000102	Foundations and TrendsÂ® in Signal Processing 12/3-4	2019-12-16
2019	Rahif Kassab, Osvaldo Simeone, Petar Popovski, Toufiqul Islam Non-Orthogonal Multiplexing of Ultra-Reliable and Broadband Services in Fog-Radio Architectures published pages: 13035-13049, ISSN: 2169-3536, DOI: 10.1109/ACCESS.2019.2893128	IEEE Access 7	2019-12-16
2019	Jingjing Zhang, Osvaldo Simeone Fundamental Limits of Cloud and Cache-Aided Interference Management With Multi-Antenna Edge Nodes published pages: 5197-5214, ISSN: 0018-9448, DOI: 10.1109/TIT.2019.2907552	IEEE Transactions on Information Theory 65/8	2019-12-16
2019	Annan Dong, Osvaldo Simeone, Alexander M. Haimovich, Jason A. Dabin Blind Sparse Estimation of Intermittent Sources Over Unknown Fading Channels published pages: 9861-9871, ISSN: 0018-9545, DOI: 10.1109/tvt.2019.2933996	IEEE Transactions on Vehicular Technology 68/10	2019-12-16
2019	Jihwan Moon, Osvaldo Simeone, Seok-Hwan Park, Inkyu Lee Online Reinforcement Learning of X-Haul Content Delivery Mode in Fog Radio Access Networks published pages: 1451-1455, ISSN: 1070-9908, DOI: 10.1109/lsp.2019.2932193	IEEE Signal Processing Letters 26/10	2019-12-16
2017	Morteza Varasteh, Borzoo Rassouli, Osvaldo Simeone, Deniz Gunduz Zero-Delay Source-Channel Coding With a 1-Bit ADC Front End and Correlated Receiver Side Information published pages: 5429-5444, ISSN: 0090-6778, DOI: 10.1109/TCOMM.2017.2747541	IEEE Transactions on Communications 65/12	2019-07-18
2018	Seyyed Mohammadreza Azimi, Osvaldo Simeone, Avik Sengupta, Ravi Tandon Online Edge Caching and Wireless Delivery in Fog-Aided Networks With Dynamic Content Popularity published pages: 1189-1202, ISSN: 0733-8716, DOI: 10.1109/JSAC.2018.2844961	IEEE Journal on Selected Areas in Communications 36/6	2019-07-18
2018	Seongah Jeong, Osvaldo Simeone, Joonhyuk Kang Optimization of Massive Full-Dimensional MIMO for Positioning and Communication published pages: 6205-6217, ISSN: 1536-1276, DOI: 10.1109/TWC.2018.2855167	IEEE Transactions on Wireless Communications 17/9	2019-07-18
2017	Avik Sengupta, Ravi Tandon, Osvaldo Simeone Fog-Aided Wireless Networks for Content Delivery: Fundamental Latency Tradeoffs published pages: 6650-6678, ISSN: 0018-9448, DOI: 10.1109/TIT.2017.2735962	IEEE Transactions on Information Theory 63/10	2019-07-18
2018	Ghizlane Mountaser, Toktam Mahmoodi, Osvaldo Simeone Reliable and Low-Latency Fronthaul for Tactile Internet Applications published pages: 2455-2463, ISSN: 0733-8716, DOI: 10.1109/JSAC.2018.2872299	IEEE Journal on Selected Areas in Communications 36/11	2019-07-18
2019	Jasper Goseling, Osvaldo Simeone Soft-TTL: Time-Varying Fractional Caching published pages: 1-1, ISSN: 2576-3156, DOI: 10.1109/LNET.2018.2883245	IEEE Networking Letters	2019-07-18
2018	Seok-Hwan Park, Osvaldo Simeone, Shlomo Shamai Multi-Tenant C-RAN With Spectrum Pooling: Downlink Optimization Under Privacy Constraints published pages: 10492-10503, ISSN: 0018-9545, DOI: 10.1109/TVT.2018.2865599	IEEE Transactions on Vehicular Technology 67/11	2019-07-18
2018	Malihe Aliasgari, Jorg Kliewer, Osvaldo Simeone Coded Computation Against Processing Delays for Virtualized Cloud-Based Channel Decoding published pages: 1-1, ISSN: 0090-6778, DOI: 10.1109/TCOMM.2018.2869791	IEEE Transactions on Communications	2019-07-18
2018	Andrea Matera, Rahif Kassab, Osvaldo Simeone, Umberto Spagnolini Non-Orthogonal eMBB-URLLC Radio Access for Cloud Radio Access Networks with Analog Fronthauling published pages: 661, ISSN: 1099-4300, DOI: 10.3390/e20090661	Entropy 20/9	2019-07-18
2018	Jihong Park, Petar Popovski, Osvaldo Simeone Minimizing Latency to Support VR Social Interactions Over Wireless Cellular Systems via Bandwidth Allocation published pages: 776-779, ISSN: 2162-2337, DOI: 10.1109/LWC.2018.2823761	IEEE Wireless Communications Letters 7/5	2019-07-18
2018	Jinkyu Kang, Osvaldo Simeone, Joonhyuk Kang, Shlomo Shamai Shitz Control-Data Separation With Decentralized Edge Control in Fog-Assisted Uplink Communications published pages: 3686-3696, ISSN: 1536-1276, DOI: 10.1109/TWC.2018.2813363	IEEE Transactions on Wireless Communications 17/6	2019-07-18
2017	Seongah Jeong, Osvaldo Simeone, Joonhyuk Kang Mobile Edge Computing via a UAV-Mounted Cloudlet: Optimization of Bit Allocation and Path Planning published pages: 1-1, ISSN: 0018-9545, DOI: 10.1109/TVT.2017.2706308	IEEE Transactions on Vehicular Technology	2019-07-18
2017	Seyyed Azimi, Osvaldo Simeone, Ravi Tandon Content Delivery in Fog-Aided Small-Cell Systems with Offline and Online Caching: An Informationâ€”Theoretic Analysis published pages: 366, ISSN: 1099-4300, DOI: 10.3390/e19070366	Entropy 19/7	2019-07-18
2017	Morteza Varasteh, Borzoo Rassouli, Osvaldo Simeone, Deniz Gunduz Zero-Delay Source-Channel Coding with a Low-Resolution ADC Front End published pages: 1-1, ISSN: 0018-9448, DOI: 10.1109/TIT.2017.2719708	IEEE Transactions on Information Theory	2019-07-18

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