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

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Publications

Minimizing Latency to Support VR Social Interactions Over Wireless Cellular Systems via Bandwidth Allocation

Author(s): Jihong Park, Petar Popovski, Osvaldo Simeone
Published in: IEEE Wireless Communications Letters, Issue 7/5, 2018, Page(s) 776-779, ISSN 2162-2337
DOI: 10.1109/LWC.2018.2823761

Control-Data Separation With Decentralized Edge Control in Fog-Assisted Uplink Communications

Author(s): Jinkyu Kang, Osvaldo Simeone, Joonhyuk Kang, Shlomo Shamai Shitz
Published in: IEEE Transactions on Wireless Communications, Issue 17/6, 2018, Page(s) 3686-3696, ISSN 1536-1276
DOI: 10.1109/TWC.2018.2813363

Non-Orthogonal eMBB-URLLC Radio Access for Cloud Radio Access Networks with Analog Fronthauling

Author(s): Andrea Matera, Rahif Kassab, Osvaldo Simeone, Umberto Spagnolini
Published in: Entropy, Issue 20/9, 2018, Page(s) 661, ISSN 1099-4300
DOI: 10.3390/e20090661

Fog-Aided Wireless Networks for Content Delivery: Fundamental Latency Tradeoffs

Author(s): Avik Sengupta, Ravi Tandon, Osvaldo Simeone
Published in: IEEE Transactions on Information Theory, Issue 63/10, 2017, Page(s) 6650-6678, ISSN 0018-9448
DOI: 10.1109/TIT.2017.2735962

Online Edge Caching and Wireless Delivery in Fog-Aided Networks With Dynamic Content Popularity

Author(s): Seyyed Mohammadreza Azimi, Osvaldo Simeone, Avik Sengupta, Ravi Tandon
Published in: IEEE Journal on Selected Areas in Communications, Issue 36/6, 2018, Page(s) 1189-1202, ISSN 0733-8716
DOI: 10.1109/JSAC.2018.2844961

Optimization of Massive Full-Dimensional MIMO for Positioning and Communication

Author(s): Seongah Jeong, Osvaldo Simeone, Joonhyuk Kang
Published in: IEEE Transactions on Wireless Communications, Issue 17/9, 2018, Page(s) 6205-6217, ISSN 1536-1276
DOI: 10.1109/TWC.2018.2855167

Zero-Delay Source-Channel Coding With a 1-Bit ADC Front End and Correlated Receiver Side Information

Author(s): Morteza Varasteh, Borzoo Rassouli, Osvaldo Simeone, Deniz Gunduz
Published in: IEEE Transactions on Communications, Issue 65/12, 2017, Page(s) 5429-5444, ISSN 0090-6778
DOI: 10.1109/TCOMM.2017.2747541

Coded Computation Against Processing Delays for Virtualized Cloud-Based Channel Decoding

Author(s): Malihe Aliasgari, Jorg Kliewer, Osvaldo Simeone
Published in: IEEE Transactions on Communications, 2018, Page(s) 1-1, ISSN 0090-6778
DOI: 10.1109/TCOMM.2018.2869791

Multi-Tenant C-RAN With Spectrum Pooling: Downlink Optimization Under Privacy Constraints

Author(s): Seok-Hwan Park, Osvaldo Simeone, Shlomo Shamai
Published in: IEEE Transactions on Vehicular Technology, Issue 67/11, 2018, Page(s) 10492-10503, ISSN 0018-9545
DOI: 10.1109/TVT.2018.2865599

Reliable and Low-Latency Fronthaul for Tactile Internet Applications

Author(s): Ghizlane Mountaser, Toktam Mahmoodi, Osvaldo Simeone
Published in: IEEE Journal on Selected Areas in Communications, Issue 36/11, 2018, Page(s) 2455-2463, ISSN 0733-8716
DOI: 10.1109/JSAC.2018.2872299

Soft-TTL: Time-Varying Fractional Caching

Author(s): Jasper Goseling, Osvaldo Simeone
Published in: IEEE Networking Letters, 2019, Page(s) 1-1, ISSN 2576-3156
DOI: 10.1109/LNET.2018.2883245

Optimizing Pipelined Computation and Communication for Latency-Constrained Edge Learning

Author(s): Nicolas Skatchkovsky, Osvaldo Simeone
Published in: IEEE Communications Letters, Issue 23/9, 2019, Page(s) 1542-1546, ISSN 1089-7798
DOI: 10.1109/LCOMM.2019.2922658

An Introduction to Probabilistic Spiking Neural Networks: Probabilistic Models, Learning Rules, and Applications

Author(s): Hyeryung Jang, Osvaldo Simeone, Brian Gardner, Andre Gruning
Published in: IEEE Signal Processing Magazine, Issue 36/6, 2019, Page(s) 64-77, ISSN 1053-5888
DOI: 10.1109/msp.2019.2935234

Fundamental Limits of Cloud and Cache-Aided Interference Management With Multi-Antenna Edge Nodes

Author(s): Jingjing Zhang, Osvaldo Simeone
Published in: IEEE Transactions on Information Theory, Issue 65/8, 2019, Page(s) 5197-5214, ISSN 0018-9448
DOI: 10.1109/TIT.2019.2907552

Reliable Transmission of Short Packets Through Queues and Noisy Channels Under Latency and Peak-Age Violation Guarantees

Author(s): Rahul Devassy, Giuseppe Durisi, Guido Carlo Ferrante, Osvaldo Simeone, Elif Uysal
Published in: IEEE Journal on Selected Areas in Communications, Issue 37/4, 2019, Page(s) 721-734, ISSN 0733-8716
DOI: 10.1109/JSAC.2019.2898760

5G Wireless Network Slicing for eMBB, URLLC, and mMTC: A Communication-Theoretic View

Author(s): Petar Popovski, Kasper Floe Trillingsgaard, Osvaldo Simeone, Giuseppe Durisi
Published in: IEEE Access, Issue 6, 2018, Page(s) 55765-55779, ISSN 2169-3536
DOI: 10.1109/access.2018.2872781

Blind Sparse Estimation of Intermittent Sources Over Unknown Fading Channels

Author(s): Annan Dong, Osvaldo Simeone, Alexander M. Haimovich, Jason A. Dabin
Published in: IEEE Transactions on Vehicular Technology, Issue 68/10, 2019, Page(s) 9861-9871, ISSN 0018-9545
DOI: 10.1109/tvt.2019.2933996

A Very Brief Introduction to Machine Learning With Applications to Communication Systems

Author(s): Osvaldo Simeone
Published in: IEEE Transactions on Cognitive Communications and Networking, Issue 4/4, 2018, Page(s) 648-664, ISSN 2332-7731
DOI: 10.1109/TCCN.2018.2881442

Non-Orthogonal Multiplexing of Ultra-Reliable and Broadband Services in Fog-Radio Architectures

Author(s): Rahif Kassab, Osvaldo Simeone, Petar Popovski, Toufiqul Islam
Published in: IEEE Access, Issue 7, 2019, Page(s) 13035-13049, ISSN 2169-3536
DOI: 10.1109/ACCESS.2019.2893128

Online Reinforcement Learning of X-Haul Content Delivery Mode in Fog Radio Access Networks

Author(s): Jihwan Moon, Osvaldo Simeone, Seok-Hwan Park, Inkyu Lee
Published in: IEEE Signal Processing Letters, Issue 26/10, 2019, Page(s) 1451-1455, ISSN 1070-9908
DOI: 10.1109/lsp.2019.2932193

Robust Baseband Compression Against Congestion in Packet-Based Fronthaul Networks Using Multiple Description Coding

Author(s): Seok-Hwan Park, Osvaldo Simeone, Shlomo Shamai (Shitz)
Published in: Entropy, Issue 21/4, 2019, Page(s) 433, ISSN 1099-4300
DOI: 10.3390/e21040433

On Model Coding for Distributed Inference and Transmission in Mobile Edge Computing Systems

Author(s): Jingjing Zhang, Osvaldo Simeone
Published in: IEEE Communications Letters, Issue 23/6, 2019, Page(s) 1065-1068, ISSN 1089-7798
DOI: 10.1109/LCOMM.2019.2911496

A Brief Introduction to Machine Learning for Engineers

Author(s): Osvaldo Simeone
Published in: Foundations and Trends® in Signal Processing, Issue 12/3-4, 2018, Page(s) 200-431, ISSN 1932-8346
DOI: 10.1561/2000000102

Online Supervised Learning for Traffic Load Prediction in Framed-ALOHA Networks

Author(s): Nan Jiang, Yansha Deng, Osvaldo Simeone, Arumugam Nallanathan
Published in: IEEE Communications Letters, Issue 23/10, 2019, Page(s) 1778-1782, ISSN 1089-7798
DOI: 10.1109/LCOMM.2019.2931693

LAGC: Lazily Aggregated Gradient Coding for Straggler-Tolerant and Communication-Efficient Distributed Learning

Author(s): Jingjing Zhang, Osvaldo Simeone
Published in: IEEE Transactions on Neural Networks and Learning Systems, 2020, Page(s) 1-13, ISSN 2162-237X
DOI: 10.1109/tnnls.2020.2979762

Reconfigurable Intelligent Surfaces vs. Relaying: Differences, Similarities, and Performance Comparison

Author(s): M. Di Renzo, K. Ntontin, J. Song, F. H. Danufane, X. Qian, F. Lazarakis, J. de Rosny, D.-T. Phan-Huy, O. Simeone, R. Zhang, M. Debbah, G. Lerosey, M. Fink, S. Tretyakov, S. Shamai
Published in: IEEE Open Journal of the Communications Society, 2020, Page(s) 1-1, ISSN 2644-125X
DOI: 10.1109/ojcoms.2020.3002955

Zero-Delay Source-Channel Coding with a Low-Resolution ADC Front End

Author(s): Morteza Varasteh, Borzoo Rassouli, Osvaldo Simeone, Deniz Gunduz
Published in: IEEE Transactions on Information Theory, 2017, Page(s) 1-1, ISSN 0018-9448
DOI: 10.1109/TIT.2017.2719708

Mobile Edge Computing via a UAV-Mounted Cloudlet: Optimization of Bit Allocation and Path Planning

Author(s): Seongah Jeong, Osvaldo Simeone, Joonhyuk Kang
Published in: IEEE Transactions on Vehicular Technology, 2017, Page(s) 1-1, ISSN 0018-9545
DOI: 10.1109/TVT.2017.2706308

Training Probabilistic Spiking Neural Networks with First- To-Spike Decoding

Author(s): Alireza Bagheri, Osvaldo Simeone, Bipin Rajendran
Published in: 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018, Page(s) 2986-2990
DOI: 10.1109/ICASSP.2018.8462410

Information- Theoretic Analysis of D2D-Aided Pipelined Content Delivery in Fog-RAN

Author(s): Roy Karasik, Osvaldo Simeone, Shlomo Shamai
Published in: 2018 15th International Symposium on Wireless Communication Systems (ISWCS), 2018, Page(s) 1-5
DOI: 10.1109/ISWCS.2018.8491204

Fundamental Limits of Cloud and Cache-Aided Interference Management with Multi-Antenna Base Stations

Author(s): Jingjing Zhang, Osvaldo Simeone
Published in: 2018 IEEE International Symposium on Information Theory (ISIT), 2018, Page(s) 1425-1429
DOI: 10.1109/ISIT.2018.8437538

Fundamental Latency Limits for D2D- Aided Content Delivery in Fog Wireless Networks

Author(s): Roy Karasik, Osvaldo Simeone, Shlomo Shamai
Published in: 2018 IEEE International Symposium on Information Theory (ISIT), 2018, Page(s) 2461-2465
DOI: 10.1109/ISIT.2018.8437449

Delay and Peak-Age Violation Probability in Short-Packet Transmissions

Author(s): Rahul Devassy, Giuseppe Durisi, Guido Carlo Ferrante, Oswaldo Simeone, Elif Uysal-Biyikoglu
Published in: 2018 IEEE International Symposium on Information Theory (ISIT), 2018, Page(s) 2471-2475
DOI: 10.1109/ISIT.2018.8437671

Adversarial Training for Probabilistic Spiking Neural Networks

Author(s): Alireza Bagheri, Osvaldo Simeone, Bipin Rajendran
Published in: 2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2018, Page(s) 1-5
DOI: 10.1109/SPAWC.2018.8446003

Optimizing Pilots and Analog Processing for Channel Estimation in Cell-Free Massive MIMO with One-Bit ADCs

Author(s): Seok-Hwan Park, Osvaldo Simeone, Yonina C. Eldar, Elza Erkip
Published in: 2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2018, Page(s) 1-5
DOI: 10.1109/SPAWC.2018.8445960

Uplink sum-rate analysis of C-RAN with interconnected radio units

Author(s): Seok-Hwan Park, Osvaldo Simeone, Shlomo Shamai
Published in: 2017 IEEE Information Theory Workshop (ITW), 2017, Page(s) 171-175
DOI: 10.1109/ITW.2017.8277954

Cache-aided content delivery in fog-RAN systems with topological information and no CSI

Author(s): Wei-Ting Chang, Ravi Tandon, Osvaldo Simeone
Published in: 2017 51st Asilomar Conference on Signals, Systems, and Computers, 2017, Page(s) 526-530
DOI: 10.1109/ACSSC.2017.8335395

Delivery Latency Trade-Offs of Heterogeneous Contents in Fog Radio Access Networks

Author(s): Jasper Goseling, Osvaldo Simeone, Petar Popovski
Published in: GLOBECOM 2017 - 2017 IEEE Global Communications Conference, 2017, Page(s) 1-6
DOI: 10.1109/GLOCOM.2017.8254167

On the interplay between edge caching and HARQ in Fog-RAN

Author(s): Igor Stanojev, Osvaldo Simeone
Published in: 2018 52nd Annual Conference on Information Sciences and Systems (CISS), 2018, Page(s) 1-6
DOI: 10.1109/CISS.2018.8362191

Optimizing Spectrum Pooling for Multi-Tenant C-RAN Under Privacy Constraints

Author(s): Seok-Hwan Park, Osvaldo Simeone, Shlomo Shamai Shitz
Published in: 2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2018, Page(s) 1-5
DOI: 10.1109/SPAWC.2018.8445885

Coded Computation Against Straggling Decoders for Network Function Virtualization

Author(s): Malihe Aliasgari, Jorg Kliewer, Osvaldo Simeone
Published in: 2018 IEEE International Symposium on Information Theory (ISIT), 2018, Page(s) 711-715
DOI: 10.1109/ISIT.2018.8437525

Coded Federated Computing in Wireless Networks with Straggling Devices and Imperfect CSI

Author(s): Sukjong Ha, Jingjing Zhang, Osvaldo Simeone, Joonhyuk Kang
Published in: 2019 IEEE International Symposium on Information Theory (ISIT), 2019, Page(s) 2649-2653
DOI: 10.1109/isit.2019.8849507

Cloud-Aided Interference Management with Cache-Enabled Edge Nodes and Users

Author(s): Seyed Pooya Shariatpanahi, Jingjing Zhang, Osvaldo Simeone, Babak Hossein Khalaj, Mohammad-Ali Maddah-Ali
Published in: 2019 IEEE International Symposium on Information Theory (ISIT), 2019, Page(s) 737-741
DOI: 10.1109/isit.2019.8849688

Learning First-to-Spike Policies for Neuromorphic Control Using Policy Gradients

Author(s): Bleema Rosenfeld, Osvaldo Simeone, Bipin Rajendran
Published in: 2019 IEEE 20th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2019, Page(s) 1-5
DOI: 10.1109/spawc.2019.8815546

Learning How to Demodulate from Few Pilots via Meta-Learning

Author(s): Sangwoo Park, Hyeryung Jang, Osvaldo Simeone, Joonhyuk Kang
Published in: 2019 IEEE 20th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2019, Page(s) 1-5
DOI: 10.1109/spawc.2019.8815426

Training Dynamic Exponential Family Models with Causal and Lateral Dependencies for Generalized Neuromorphic Computing

Author(s): Hyeryung Jang, Osvaldo Simeone
Published in: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019, Page(s) 3382-3386
DOI: 10.1109/icassp.2019.8682960

Improved Latency-communication Trade-off for Map-shuffle-reduce Systems with Stragglers

Author(s): Jingjing Zhang, Osvaldo Simeone
Published in: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019, Page(s) 8172-8176
DOI: 10.1109/icassp.2019.8682404

Confidential Communication in C-RAN Systems with Infrastructure Sharing

Author(s): Michael Zeyde, Osvaldo Sineone, Shlomo Shamai Shitz
Published in: 2018 IEEE International Conference on the Science of Electrical Engineering in Israel (ICSEE), 2018, Page(s) 1-5
DOI: 10.1109/icsee.2018.8646217

Coexistence of URLLC and eMBB Services in the C-RAN Uplink: An Information-Theoretic Study

Author(s): Rahif Kassab, Osvaldo Simeone, Petar Popovski
Published in: 2018 IEEE Global Communications Conference (GLOBECOM), 2018, Page(s) 1-6
DOI: 10.1109/glocom.2018.8647460

Distributed and Private Coded Matrix Computation with Flexible Communication Load

Author(s): Malihe Aliasgari, Osvaldo Simeone, Jorg Kliewer
Published in: 2019 IEEE International Symposium on Information Theory (ISIT), 2019, Page(s) 1092-1096
DOI: 10.1109/isit.2019.8849606#

Wireless Map-Reduce Distributed Computing with Full-Duplex Radios and Imperfect CSI

Author(s): Sukjong Ha, Jingjing Zhang, Osvaldo Simeone, Joonhyuk Kang
Published in: 2019 IEEE 20th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2019, Page(s) 1-5
DOI: 10.1109/spawc.2019.8815393

Cloud-Edge Non-Orthogonal Transmission for Fog Networks with Delayed CSI at the Cloud

Author(s): Jingiing Zhang, Osvaldo Simeone
Published in: 2018 IEEE Information Theory Workshop (ITW), 2018, Page(s) 1-5
DOI: 10.1109/itw.2018.8613526

Learning-based Physical Layer Communications for Multiagent Collaboration

Author(s): Arsham Mostaani, Osvaldo Simeone, Symeon Chatzinotas, Bjorn Ottersten
Published in: 2019 IEEE 30th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 2019, Page(s) 1-6
DOI: 10.1109/pimrc.2019.8904190

Federated Neuromorphic Learning of Spiking Neural Networks for Low-Power Edge Intelligence

Author(s): Nicolas Skatchkovsky, Hyeryung Jang, Osvaldo Simeone
Published in: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020, Page(s) 8524-8528
DOI: 10.1109/icassp40776.2020.9053861