Journal Papers
| Authors | Title | Journal | link |
|---|---|---|---|
| Nicola Piovesan, Paolo Dini | Optimal Direct Load Control of Renewable Powered Small Cells: A Shortest Path Approach | Wiley Internet Technology Letters, September 2017 | [pdf] |
| Dlamini Thembelihle , Michele Rossi, Daniele Munaretto | Softwarization of Mobile Network Functions Towards Agile and Energy-Efficient 5G Architectures: a Survey | Journal Wireless Communications and Mobile Computing, Hindawi, October 2017 | [pdf] |
| Dagnachew Temesgene, Jose Nuñez-Martinez, Paolo Dini | Softwarization and Optimization for Sustainable Future Mobile Networks: A Survey | IEEE Access, December 2017 | [pdf] |
| E. Ozfatura, D. Gündüz | Mobility and Popularity-Aware Coded Small-Cell Caching | IEEE Communications Letters, November 2017 | [pdf] |
| Nicola Piovesan, Angel Fernandez Gambin, Marco Miozzo, Michele Rossi and Paolo Dini | Energy Sustainable Paradigms and Methods for Future Mobile Networks: a Survey | Elsevier Computer Communications, January 2018 | [pdf] |
| Thembelihle Dlamini, Ángel Fernández Gambı́n, Daniele Munaretto, Michele Rossi | Online Supervisory Control and Resource Management for Energy Harvesting BS Sites Empowered with Computation Capabilities | Journal on Wireless Communication and Mobile Computing, Hindawi, 2019 | [pdf] |
| Nicola Piovesan, Dagnachew A. Temesgene, Marco Miozzo, Paolo Dini | Joint Load Control and Energy Sharing for Autonomous Operation of 5G Mobile Networks in Micro-Grids | IEEE Access, March 2019 | [pdf] |
| Ángel Fernández Gambín, Maria Scalabrin, Michele Rossi, | Online Power Management Strategies for Energy Harvesting Mobile Networks | IEEE Trans. on Green Communications and Networking 2019 | [pdf] |
| Ibrahim Fawaz, Mireille Sarkiss, Philippe Ciblat | Delay-Optimal Resource Scheduling of Energy Harvesting based Devices | IEEE Trans. on Green Communications and Networking 2019 | [pdf] |
| Marco Miozzo, Nicola Piovesan, Paolo Dini | Coordinated Load Control of Renewable Powered Small Base Stations through Layered Learning | IEEE Trans. on Green Communications and Networking 2019 | [pdf] |
| Dagnachew Temesgene, Marco Miozzo, Paolo Dini | Dynamic Control of Functional Splits for Energy Harvesting Virtual Small Cells: a Distributed Reinforcement Learning Approach | Elsevier Computer Communications, September 2019 | [pdf] |
| Soheil Rostami, Sandra Lagen, Mario Costa, Mikko Valkama, Paolo Dini | Wake-Up Radio based Access in 5G under Delay Constraints: Modeling and Optimization | IEEE Trans. on Communications, vol. 68, No. 2, Feb. 2020. | [pdf] |
| Angel Fernandez Gambin, Michele Rossi | A Sharing Framework for Energy and Computing Resources in Multi-Operator Mobile Networks | IEEE Trans. on Network and Service Management, 2020 | [pdf] |
| Hoang Duy Trinh, Engin Zeydan, Lorenza Giupponi, Paolo Dini | Detecting Mobile Traffic Anomalies ThroughPhysical Control Channel Fingerprinting:A Deep Semi-Supervised | IEEE Access, Vol. 7, pp. 152187-152201, October 2019. | [pdf] |
| I. Suciu, F. Maksimovic, B. Wheeler, D. Burnett, O. Khan, T. Watteyne, X. Vilajosana, and K. Pister | Dynamic channel calibration on a crystal-free mote-on-a-chip | IEEE Access, August 2019 | [pdf] |
| S. Rostami, K. Heiska, O. Puchko, K. Leppanen and M. Valkama | Pre-Grant Signaling for Energy-Efficient 5G and Beyond Mobile Devices: Method and Analysis | IEEE Transactions on Green Communications and Networking, vol. 3, no. 2, pp. 418-432, June 2019 | [pdf] |
| S. Rostami, K. Heiska, O. Puchko, K. Leppanen and M. Valkama | Novel Wake-up Scheme for Energy-Efficient Low-Latency Mobile Devices in 5G Networks | IEEE Transactions on Mobile Computing, doi: 10.1109/TMC.2020.2964218. | [pdf] |
| S. Rostami, P. Kela, K. Leppanen and M. Valkama | Wake-up Radio based 5G Mobile Access: Methods, Benefits and Challenges | IEEE Communications Magazine, Vol. 58, No. 7, July 2020. | [pdf] |
| S. Rostami, S. Lagen, M. Costa, M. Valkama and P. Dini | Wake-up Scheduling for Energy-Efficient Mobile Devices | IEEE Transactions on Wireless Communications, June 2020 | [pdf] |
| A. Rago, G. Piro, G. Boggia, P. Dini | Multi-Task Learning at the Mobile Edge: an Effective Way to Combine Traffic Classification and Prediction | IEEE Transactions on Vehicular Technologies, July 2020 | [pdf] |
| E. Gindullina, L. Badia, and X. Vilajosana | Energy modeling and adaptive sampling algorithms for energy‐harvesting powered nodes with sampling rate limitations | Transactions on Emerging Telecommunications Technologies, 31.3 (2020) | [pdf] |
| H. D. Trinh, Á. Fernández Gambín, L. Giupponi, M. Rossi, P. Dini | Mobile Traffic Classification through Physical Channel Fingerprinting: a Deep Learning Approach | IEEE Transactions on Network and Service Management, 2020 | [pdf] |
| N. Mital, D. Gunduz, C. Ling | Coded Caching in a Multi-server System with Random Topology | IEEE Transactions on Communications, April 2020 | [pdf] |
| S. Rostami, H. D. Trinh, S. Lagen, M. Costa, M. Valkama, P. Dini | Wake-Up Scheduling for Energy-Efficient Mobile Devices | IEEE Transactions on Wireless Communications, vol. 19, no. 9, pp. 6020-6036, Sept. 2020 | [pdf] |
| E. Ozfatura, S. Ulukus, D. Gunduz | Straggler-Aware Distributed Learning: Communication–Computation Latency Trade-Off | Entropy 2020 | [pdf] |
| Q. Yang, M. Mohammadi Amiri, D. Gündüz | Audience-Retention-Rate-Aware Caching and Coded Video Delivery With Asynchronous Demands | IEEE Transactions on Communications, vol. 67, no. 10, pp. 7088-7102, Oct. 2019. | [pdf] |
| J. Zhao, M. Mohammadi Amiri, D. Gündüz | Multi-Antenna Coded Content Delivery With Caching: A Low-Complexity Solution | IEEE Transactions on Wireless Communications, vol. 19, no. 11, pp. 7484-7497, Nov. 2020. | [pdf] |
Conference Papers
| Authors | Title | Conference | link |
|---|---|---|---|
| Leonardo Badia, Elisa Feltre, Elvina Gindullina | A Markov Model Accounting for Charge Recovery in Energy Harvesting Devices | IEEE WCNC 2017 Workshops, San Francisco, CA, USA, March 2017 | [pdf] |
| Leonardo Bonati, Angel Fernandez Gambin, Michele Rossi | Charging Terminals amid Dense Cellular Networks | IEEE WoWMoM – full paper, Macau, China, June 12-15, 2017 | [pdf] |
| Elvina Gindullina, Leonardo Badia | Asymmetry in Energy-Harvesting Wireless Sensor Network Operation Modeled via Bayesian Games | IEEE WoWMoM – work in Progress paper, Macau, China, June 12-15, 2017 | [pdf] |
| Elvina Gindullina, Leonardo Badia | Towards Self-Control of Service Rate for battery Management in Energy Harvesting Devices | IEEE ICC 2017 Workshops, Paris, France, May 21-25, 2017 | [pdf] |
| Hoang Duy Trinh, Nicola Bui, Joerg Widmer, Lorenza Giupponi, Paolo Dini | Analysis and Modeling of Mobile Traffic Using Real Traces | IEEE PIMRC 2017, 8-13 October 2017, Montreal, Canada, 2017 | [pdf] |
| Ibrahim Fawaz, Philippe Ciblat, and Mireille Sarkiss | Energy minimization based Resource Scheduling for Strict Delay Constrained Wireless Communications | IEEE GlobalSIP 2017, November 14-16, Montreal, Canada, 2017 | [pdf] |
| Angel Fernandez Gambin, Michele Rossi | Energy Cooperation for Sustainable Base Station Deployments: Principles and Algorithms | IEEE GLOBECOM 2017, Singapore, 4-8 December, 2017 - BEST PAPER AWARD, Green Communications Systems and Networks Symposium - | [pdf] |
| Filipe Conceicao, Nouha Oualha, Djamal Zeghlache | Security Establishment for IoT Environment in 5G: Direct MTC-UE Communications | IEEE PIMRC 2017, Montreal (Canada), 8-13 October 2017 | [pdf] |
| Ibrahim Fawaz, Mireille Sarkiss and Philippe Ciblat | Optimal Resource Scheduling for Energy Harvesting Communications under Strict Delay Constraint | IEEE ICC 2018, Kansas City, MO, USA, 20-24 May 2018 | [pdf] |
| Soheil Rostami, Kari Heiska, Oleksandr Puchko, Kari Leppanen, Mikko Valkama | Wireless Powered Wake-up Receiver for Ultra-Low-Power Devices | IEEE WCNC 2018, Barcelona, Spain, 15-18 April 2018 | [pdf] |
| Vianney Anis, Stephan Weiss, Connor Delaosa, Louise Crockett | Energy-Efficient Wideband Transceiver with Per-Band Equalisation and Synchronisation | IEEE WCNC 2018, Barcelona, Spain, 15-18 April 2018 | [pdf] |
| Nicola Piovesan, Marco Miozzo, Paolo Dini | Optimal Direct Load Control of Renewable Powered Small Cells: Performance Evaluation and Bounds | IEEE WCNC 2018, Barcelona, Spain, 15-18 April 2018 | [pdf] |
| Ioana Suciu, Xavier Vilajosana, Ferran Adelantado | An Analysis of Packet Fragmentation Impact in LPWAN | IEEE WCNC 2018, Barcelona, Spain, 15-18 April 2018 | [pdf] |
| Angel Fernandez Gambin, Elvina Gindullina, Leonardo Badia, Michele Rossi | Energy Cooperation for Sustainable IoT Services within Smart Cities | IEEE WCNC 2018, Barcelona, Spain, 15-18 April 2018 | [pdf] |
| Elvina Gindullina, Leonardo Badia | An optimization framework for energy topologies in smart cities | IEEE WCNC 2018, Barcelona, Spain, 15-18 April 2018 | [pdf] |
| Emre Ozfatura, Deniz Gündüz | Uncoded Caching and Cross-level Coded Delivery for Non-uniform Popularity | IEEE ICC 2018, Kansas City, 20-24 June 2018 | [pdf] |
| Nitish Mital, Deniz Gunduz, Cong Ling | Coded caching in a Multi-Server System with Random Topology | IEEE WCNC 2018, Barcelona, Spain, 15-18 April 2018 - BEST STUDENT PAPER AWARD - | [pdf] |
| Ibrahim Fawaz, Mireille Sarkiss and Philippe Ciblat | Joint Resource Scheduling and Computation Offloading for Energy Harvesting Communications | IEEE International Conference on Telecommunications (ICT), Saint-Malo, France, 26-28 June 2018 | [pdf] |
| Dagnachew A. Temesgene, Nicola Piovesan, Marco Miozzo, Paolo Dini | Optimal Placement of Baseband Functions for Energy Harvesting Virtual Small Cells | IEEE Vehicular Technology Conference: VTC2018-Fall, 27-30 August 2018, Chicago (USA). | [pdf] |
| E. Ozfatura and D. Gunduz | Mobility-Aware Coded Storage and Delivery | WSA 2018; 22nd International ITG Workshop on Smart Antennas, Bochum, Germany, 2018 | [pdf] |
| E. Ozfatura, T. Rarris, D. Gunduz and O. Ercetin | Delay-aware Coded Caching for Mobile Users | IEEE 29th Annual International Symposium on Personal, Indoor, and Mobile Radio Communication (PIMRC) 2018, Bologna, Italy, 13-15 September 2018 | [pdf] |
| N. Piovesan, P. Dini | Unsupervised Learning of Representations from Solar Energy Data | IEEE 29th Annual International Symposium on Personal, Indoor, and Mobile Radio Communication (PIMRC) 2018, Bologna, Italy, 13-15 September 2018 | [pdf] |
| Filipe Conceição, Nouha Oualha, Djamal Zeghlache | An Energy Model for the IoT: Secure Networking Perspective | IEEE 29th Annual International Symposium on Personal, Indoor, and Mobile Radio Communication (PIMRC) 2018, Bologna, Italy, 13-15 September 2018 | [pdf] |
| Soheil Rostami, Kari Heiska, Oleksandr Puchko, Georgios P. Koudouridis, Kari Leppanen, Mikko Valkama | Wireless Backhauling for Energy Harvesting Ultra-Dense Networks | IEEE 29th Annual International Symposium on Personal, Indoor, and Mobile Radio Communication (PIMRC) 2018, Bologna, Italy, 13-15 September 2018 | [pdf] |
| Dagnachew A. Temesgene, Marco Miozzo, Paolo Dini | Dynamic Functional Split Selection in Energy Harvesting Virtual Small Cells Using Temporal Difference Learning | IEEE 29th Annual International Symposium on Personal, Indoor, and Mobile Radio Communication (PIMRC) 2018, Bologna, Italy, 13-15 September 2018 | [pdf] |
| Thembelihle Dlamini, Angel Fernandez Gambin, Daniele Munaretto, Michele Rossi | Online Resource Management in Energy Harvesting BS Sites Through Prediction and Soft-Scaling of Computing Resources | IEEE 29th Annual International Symposium on Personal, Indoor, and Mobile Radio Communication (PIMRC) 2018, Bologna, Italy, 13-15 September 2018 | [pdf] |
| Hoang Duy Trinh, Lorenza Giupponi, Paolo Dini | Mobile Traffic Prediction from Raw Data Using LSTM Networks | IEEE 29th Annual International Symposium on Personal, Indoor, and Mobile Radio Communication (PIMRC) 2018, Bologna, Italy, 13-15 September 2018 | [pdf] |
| Ioana Suciu, Xavier Vilajosana, Ferran Adelantado | Aggressive Fragmentation Strategy for Enhanced Network Performance in Dense LPWANs | IEEE 29th Annual International Symposium on Personal, Indoor, and Mobile Radio Communication (PIMRC) 2018, Bologna, Italy, 13-15 September 2018 | [pdf] |
| Ioana Suciu, Jose Carlos Pacho, Andrea Bartoli and Xavier Vilajosana | Authenticated Preambles for Denial of Service Mitigation in LPWANs | Ad Hoc-Now 2018, 5-7 September 2018, St. Malo, France | [pdf] |
| Ángel Fernández Gambín, Michele Rossi | Smart Energy Policies for Sustainable Mobile Networks via Forecasting and Adaptive Control | IEEE GLOBECOM 2018, Abu Dhabi, UAE, Dec 2018 | [pdf] |
| Nitish Mital, Katina Kralevska, Cong Ling, Deniz Gunduz | Storage-Repair Bandwidth Trade-off for Wireless Caching with Partial Failure and Broadcast Repair | Information Theory Workshop, Nov 2018 | [pdf] |
| E. Ozfatura, S. Ulukus, and D. Gunduz | Distributed gradient descent with coded partial gradient computations | IEEE ICASSP 2019 · 12 - 17 May, 2019 · Brighton, UK. | [pdf] |
| M. S. H. Abad, E. Ozfatura, O. Ercetin and D. Gunduz | Dynamic Content Updates in Heterogeneous Wireless Networks | 15th Annual Conference on Wireless On-demand Network Systems and Services (WONS), Wenger, 2019 | [pdf] |
| E. Ozfatura, D. Gunduz, and S. Ulukus | Speeding up distributed gradient descent by utilizing non-persistent stragglers | IEEE International Symposium on Information Theory (ISIT) 2019, 7-12 July 2019, Paris, France | [pdf] |
| E. Ozfatura, D. Gunduz, and S. Ulukus | Gradient Coding with Clustering and Multi-message Communication | IEEE Data Science Workshop (DSW) 2019, 2-5 June 2019, Minneapolis, US | [pdf] |
| H. D. Trinh, L. Giupponi, P. Dini | Urban Anomaly Detection by Processing Mobile Traffic Traces with LSTM Neural Networks | IEEE SECON 2019, CyberEdge Workshop, Boston (US), June 2019 | [pdf] |
| Thembelihle Dlamini, Angel Fernandez Gambin | Adaptive Resource Management for a Virtualized Computing Platform within Edge Computing | IEEE SECON 2019, CyberEdge Workshop, Boston (US), June 2019 | [pdf] |
| S. Rostami, S. Lagen, M. Costa, P. Dini, M. Valkama | Modeling and Optimizing Wake-up Scheme with Bounded Delay for Machine Type Communications | IEEE Globecom 2019, Hawaii (US), December 2019 | [pdf] |
| S. Rostami, S. Lagen, M. Costa, M. Valkama, P. Dini | Proactive Wake-up Scheduler based on Recurrent Neural Networks | IEEE ICC 2020, Dublin (IR), June 2020 | [pdf] |
| N. Piovesan, M. Miozzo, P. Dini | Modeling the Environment in Deep Reinforcement Learning: the case of Energy Harvesting Base Stations | IEEE ICASSP 2020, Barcelona (ES), May 2020 | [pdf] |
| Pavlos Triantaris, Evgeny Tsimbalo, Woon Hau Chin, Deniz Gündüz | Automatic Modulation Classification in the Presence of Interference | EUCNC 2019, Valencia (ES), June 2019 | [pdf] |
| Vianney Anis, Stephan Weiss | Multi-Radio Access Network Assignment Using Dynamic Programming | SoftCOM 2019, Split (HR), September 2019 | [pdf] |
| V. Anis, J. Guo, S. Weiss and L. H. Crockett | FPGA Implementation of a TVWS Up- and Downconverter Using Non-Power-of-Two FFT Modulated Filter Banks | EUSIPCO 2019, A Coruna, Spain, 2019 | [pdf] |
| I. Suciu, F. Maksimovic, D. Burnett, O. Khan, B. Wheeler, A. Sundararajan, T. Watteyne, X. Vilajosana, and K. Pister | Experimental clock calibration on a Crystal-Free Mote-on-a-Chip | INFOCOM 2019 WKSHPS - CNERT 2019, Paris (Fr), April 2019. | [pdf] |
| F. Maksimovic, B. Wheeler, D. Burnett, O. Khan, S. Mesri, I. Suciu, L. Lee, A. Moreno, A. Sundararajan, B. Zhou, R. Zoll, A. Ng, T. Chang, X. Vilajosana, T. Watteyne, A. Niknejad, and K. Pister | A Crystal-Free Single-Chip Micro Mote with Integrated 802.15.4 Compatible Transceiver, Sub-mW BLE Compatible Beacon Transmitter, and Cortex M0 | Symposium on VLSI Circuits, 2019 | [pdf] |
| S. Rostami, K. Heiska, O. Puchko, K. Leppanen and M. Valkama | Robust Pre-Grant Signaling for Energy-Efficient 5G and beyond Mobile Devices | IEEE International Conference on Communications (ICC), Kansas City, MO, 2018, pp. 1-6. | [pdf] |
| S. Rostami, K. Heiska, O. Puchko, J. Talvitie, K. Leppanen and M. Valkama | Novel Wake-Up Signaling for Enhanced Energy-Efficiency of 5G and beyond Mobile Devices | IEEE Global Communications Conference (GLOBECOM), Abu Dhabi, United Arab Emirates, 2018, pp. 1- | [pdf] |
| A. Rago, P. Ventrella, G. Piro, G. Boggia, P. Dini, | Towards an Optimal Management of the 5G Cloud-RAN through a Spatio-Temporal Prediction of Users’ Dynamics | 2020 Mediterranean Communication and Computer Networking Conference (MedComNet), Arona, Italy, 2020. | [pdf] |
| A. El Amine, P. Dini, L. Nuaymi | Reinforcement Learning for Delay-Constrained Energy-Aware Small Cells with Multi-Sleeping Control | 2020 IEEE International Conference on Communications Workshops (ICC Workshops), Dublin, Ireland, 2020, pp. 1-6. | [pdf] |
| A. Rago, G. Piro, H. D. Trinh, G. Boggia, P. Dini | Unveiling Radio Resource Utilization Dynamics of Mobile Traffic through Unsupervised Learning | 2019 Network Traffic Measurement and Analysis Conference (TMA), Paris, France, 2019, pp. 209-214 | [pdf] |
| E. Gindullina, L. Badia, D. Gündüz, | Average Age-of-Information with a Backup Information Source | IEEE 30th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 2019 | [pdf] |
| M. Hussain, M. Scalabrin, Michele Rossi, N. Michelusi | Adaptive Millimeter-Wave Communications Exploiting Mobility and Blockage Dynamics | IEEE International Conference on Communications (ICC), Dublin, Ireland, 7-11 June, 2020. | [pdf] |
| N. Mital, K. Kralevska, C. Ling, D. Gunduz | Practical Functional Regenerating Codes for Broadcast Repair of Multiple Nodes | IEEE International Symposium on Information Theory, Paris, 2019. | [pdf] |
| J. Zhao, M. Mohammadi Amiri, D. Gündüz | A Low-Complexity Cache-Aided Multi-Antenna Content Delivery Scheme | IEEE 20th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2019, Cannes, France, 2019, pp. 1-5. | [pdf] |
| M. S. H. Abad, E. Ozfatura, D. Gunduz, O. Ercetin | Hierarchical Federated Learning ACROSS Heterogeneous Cellular Networks | ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Barcelona, Spain, 2020. | [pdf] |