Workshop Program
The GreenNet 2025 workshop will take place on 8 and 12 June 2025. The program overview at a glance. More details are provided below
13:45 - 15:30 Session 1: Wireless
15:30 - 16:00 Coffee break
16:00 - 18:00 Session 2: 5G and Open RANs
Closing Day 1 and Welcome Reception
08:55 – 09:00 Welcome
09:00 – 10:30 Session 3: Energy Efficiency
10:30 – 11:00 Coffee Break
11:00 – 12:30 Session 4: Computing, Caching and Routing
12:30 – 14:00 Lunch Break
14:00 – 15:30 Session 5: Interactive Panel
15:30 – 16:00 Coffee Break
16:00 – 18:00 Session 6: Next Generation Network Solutions
Closing and best paper award
Chair: Frank Loh
Welcome and Opening
Analysis of Energy Efficiency of IRS-aided Wireless Communication Systems Under Statistical QoS Constraints
Wenhao Wang; Deli Qiao; Lei Yang; Yueying Zhan; Derrick Wing Kwan Ng
Improving the Energy Performance of Battery-Powered Mobile Networks
Wei Shi; Hossein Shokri Ghadikolaei; Gabor Fodor; Lackis Eleftheriadis, Sr; Mikael Skoglund
Keynote 1: Sustainable Wireless Networks for Solar Energy Fields
Eirini Eleni Tsiropoulou
Chair: Timothy O'Farrell
Dynamic Resource Allocation and Energy Optimization in 5G O-RAN: Real-World Insights and Testbed Evaluations
Caterina Leonelli; Dimitris Kefalas; Serge Fdida; Paolo Bellavista; Thanasis Korakis
Performance and Power Analysis of a 5G UPF Varying the C-States of the Hosting Server
Raffaele Bolla; Roberto Bruschi; Davide Cassinelli; Franco R. Davoli; Chiara Lombardo; Nicole Simone Martinelli; Beatrice Siccardi
Quantifying the Energy-Saving and QoS Trade-Off in Traffic Offloading for Real 4G/5G Scenarios
David Reiss; Miguel Catalan-Cid; Daniel Camps; Oriol Sallent
Joint optimization of multiple energy-saving strategies based on DRL in 5G railway networks
Yiran Zhao; Danpu Liu; Zhilong Zhang; Jufeng Fei; Mingqi Li
An Energy-Efficient Concurrent Dual-Band Radio Unit for Neutral Host 5G Open RANs
Mohammad Reza Anbiyaei; Timothy O'Farrell; Mubasher Ali; Edward A. Ball
Design and Analysis of Power Consumption Models for Open-RAN Architectures
Urooj Tariq; Rishu Raj; Daniel Kilper
Keynote Eirini Eleni Tsiropoulou: Sustainable Wireless Networks for Solar Energy Fields
Title: Sustainable Wireless Networks for Solar Energy Fields
Abstract: This keynote presents a transformative wireless communication system designed to address the unique challenges of Concentrated Solar Power (CSP) fields. Built on the principles of Integrated Access and Backhaul (IAB) technology, adaptive routing, and dynamic spectrum management, this fully autonomous system enables real-time, energy-efficient communication across large-scale solar infrastructures. By incorporating modular network design, intelligent clustering, and interference mitigation strategies, the system ensures robust performance while minimizing latency and energy consumption. Extensive simulations and emulations in a CSP environment with over 7,800 solar reflectors demonstrate the system’s ability to achieve end-to-end communication latencies of less than 250 milliseconds, a critical requirement for precise reflector calibration and control. These results highlight the system’s potential to enhance operational efficiency and sustainability in CSP fields, while its underlying principles offer broader applications for green and sustainable networking in other energy-intensive domains. This talk will explore the system’s design, implementation, and performance, offering insights into how advanced wireless technologies can drive the future of renewable energy and sustainable networking. Join us as we delve into the intersection of innovation and sustainability, shaping a greener future for global energy systems.
Short Bio: Dr. Eirini Eleni Tsiropoulou is an Associate Professor with the School of Electrical, Computer and Energy Engineering at Arizona State University. She obtained her Diploma in Electrical and Computer Engineering from National Technical University of Athens in 2008 and her MBA in techno-economics from the same institute in 2010. She graduated with a Ph.D in Electrical and Computer Engineering from the National Technical University of Athens in 2014. Her main research interests lie in the area of cyber-physical social systems and wireless heterogeneous networks, with emphasis on network modeling and optimization, resource orchestration in interdependent systems, reinforcement learning, game theory, network economics, and Internet of Things. Five of her papers received the Best Paper Award at IEEE WCNC in 2012, ADHOCNETS in 2015, IEEE/IFIP WMNC 2019, INFOCOM 2019 by the IEEE ComSoc Technical Committee on Communications Systems Integration and Modeling, and IEEE/ACM BRAINS 2020. She was selected by the IEEE Communication Society - N2Women - as one of the top ten Rising Stars of 2017 in the communications and networking field. She received the NSF CRII Award in 2019, and the Early Career Award from the IEEE Communications Society Internet Technical Committee in 2019. Her research is mainly supported by the Department of Energy, National Science Foundation, and industry. She is an Associate Editor for IEEE Transactions on Green Communications and Networking, IEEE Transactions on Machine Learning in Communications and Networking, IEEE Networking Letters, IEEE Transactions on Network Science and Engineering, IEEE IT Professional, IEEE Transactions on Consumer Electronics, IEEE Vehicular Technology Magazine, IEEE Wireless Communications Magazine, and IEEE/ACM Transactions on Networking. She is a co-chair of the N2 Women Community.
Chair: Frank Loh
A Frequency-Domain Anti-Aliasing Digital Predistortion with Low Feedback Sampling Rate for Power Amplifiers Linearization
Mengyao Zhang; Yan Liu; Tong Li; Xin Quan; Ying Liu; Shihai Shao; Youxi Tang
Energy-efficient Network Operation During Low-traffic Hours
Shuvam Chakraborty; Ahmed M. Bedewy; Wenjun Li; Navid Abedini
PPO-EPO: Energy and Performance Optimization for O-RAN Using Reinforcement Learning
Rawlings Ntassah; Gian Michele Dell'Aera; Fabrizio Granelli
Enhancing Energy Management and Efficiency of Asynchronous Federated Split Learning
Junior Momo Ziazet; Brigitte Jaumard; Pierre Thibault
Green Satellite Networks Using Segment Routing and Software-Defined Networking
Jintao Liang; Pablo Madoery; Chung-Horng Lung; Halim Yanikomeroglu; Gunes Karabulut Kurt
Chair: Chiara Lombardo
Keynote 2: Can we Make HPC Green?
Camille Coti
Federated Learning for Scalable Edge Caching in Dynamic D2D Communication Networks
Waleed Ejaz; Saqlain Razzaq
Single-Hop-First Routing and Dynamic Rerouting for Greener OTN over EON
Ehsan Rezagholizadeh; Scott Kohlert; Raman Kashyap; Brunilde Sansò
Chair: Hesham ElBakoury
Presentations of Panelists
Interactive Panel
Coffee Break: 15:30 – 16:00
Chair: Hesham ElBakoury
Model Selection Methods Based on Comprehensive Evaluation Criteria of AI for Air Interface
Ziye Shi; Shuangfeng Han; Gang Li
Near-Field SWIPT Using XL-MIMO: Power Allocation and Subarray Activation
Muhammad Zeeshan Mumtaz; Mohammadali Mohammadi; Hien Ngo; Michail Matthaiou
Network Simulations for Non-Terrestrial Networks: Overcoming Deployment Challenges and Advancing System Optimization
Nour Badini; Fabio Patrone; Arianna Miraval; Mario Marchese
Energy Consumption Minimization of Air-to-Water Visible Light Communications
Wenzhi Du; Yang Liu; Na Tang; Xiaoli Chu
POSEIDON: A multi-armed bandit framework for Power and mOdulation SchEme adaptatIon in unDerwater acOustic Networks
Fabio Busacca; Laura Galluccio; Sergio Palazzo; Andrea Panebianco; Raoul Raftopoulos
Energy-Efficient UAV Replacement in Software-Defined UAV Networks
Mohammad Javad-Kalbasi; Shahrokh Valaee
Closing and best paper award
Keynote Camille Coti: Can we make HPC green?
Title: Can we make HPC green?
Abstract: High-performance computing used to require a large amount of electrical power to operate efficiently. However, power consumption has become a major concern. For instance, the US DoE's roadmap towards exascale targetted 20MW as an upper limit for the first exascale machine. The Green500 ranks supercomputers based on their performance per Watt and gets growing attention from vendors and users. In this talk, I will present how the power consumption of HPC can be modeled and evaluated.
Short Bio: Camille Coti is an associate professor at École de Technologie Supérieure (ÉTS), the engineering school of the University of Québec system, in Montréal. She obtained a PhD from University Paris Sud in 2009. Her interests focus on how scientific applications can best utilize high-performance computing, and how the run-time environment can support the execution of scientific applications.
Panel: How much energy quantum computers would consume?
How much energy quantum computers would consume : could this be a threat to their scalability, or, on the contrary, could we hope for a quantum energy advantage ?
Panel Moderator: Marco Fellous Asiani
Panel Organizer: Hesham ElBakoury
Panel Abstract: Quantum computers bring the promise to solve calculations that would be out of reach of the best supercomputers available. However, the question of their energy consumption is usually left aside.
In this panel, we will explore whether energy requirements could pose a fundamental bottleneck to the large-scale deployment of quantum computers. Conversely, we will discuss whether quantum computers could offer an energy advantage compared to classical supercomputers. Finally, we will discuss what are the main sources of energy consumption inside common types of quantum computers, and consider the different strategies for improving the energy efficiency of quantum computing architectures, highlighting the key challenges and opportunities in this area.
List of Accepted Papers
The list of accepted papers is ordered alphabetically.
Dynamic Resource Allocation and Energy Optimization in 5G O-RAN: Real-World Insights and Testbed Evaluations by Caterina Leonelli (Sorbonne University, France & University of Bologna, Italy); Dimitris Kefalas (Sorbonne University, France & University of Thessaly, Greece); Serge Fdida (Sorbonne University, France); Paolo Bellavista (University of Bologna, Italy); Thanasis Korakis (University of Thessaly, Greece)
Quantifying the Energy-Saving and QoS Trade-Off in Traffic Offloading for Real 4G/5G Scenarios by David Reiss (i2CAT Foundation & UPC, ETSETB, Spain); Miguel Catalan-Cid (i2CAT Foundation, Spain); Daniel Camps (i2CAT, Spain); Oriol Sallent (Universitat Politècnica de Catalunya, Spain)
Single-Hop-First Routing and Dynamic Rerouting for Greener OTN over EON by Ehsan Rezagholizadeh (Polytechnique Montréal, Canada); Scott Kohlert (Ciena, Canada); Raman Kashyap (École Polytechnique de Montréal, Canada); Brunilde Sansò (Ecole Polytechnique de Montreal, Canada)
POSEIDON: A multi-armed bandit framework for Power and mOdulation SchEme adaptatIon in unDerwater acOustic Networks by Fabio Busacca, Laura Galluccio and Sergio Palazzo (University of Catania, Italy); Andrea Panebianco (University of Palermo, Italy); Raoul Raftopoulos (University of Catania, Italy)
Green Satellite Networks Using Segment Routing and Software-Defined Networking by Jintao Liang, Pablo Madoery, Chung-Horng Lung and Halim Yanikomeroglu (Carleton University, Canada); Gunes Karabulut Kurt (Ecole Polytechnique de Montreal, Canada)
Enhancing Energy Management and Efficiency of Asynchronous Federated Split Learning by Junior Momo Ziazet and Brigitte Jaumard (Concordia University, Canada); Pierre Thibault (Ericsson, Canada)
A Frequency-Domain Anti-Aliasing Digital Predistortion with Low Feedback Sampling Rate for Power Amplifiers Linearization by Mengyao Zhang, Yan Liu and Tong Li (University of Electronic Science and Technology of China, China); Xin Quan (Southwest Jiaotong University, China); Ying Liu, Shihai Shao and Youxi Tang (University of Electronic Science and Technology of China, China)
Energy-Efficient UAV Replacement in Software-Defined UAV Networks by Mohammad Javad-Kalbasi and Shahrokh Valaee (University of Toronto, Canada)
An Energy-Efficient Concurrent Dual-Band Radio Unit for Neutral Host 5G Open RANs by Mohammad Reza Anbiyaei (The University of Sheffield, United Kingdom (Great Britain)); Timothy O'Farrell, Mubasher Ali and Edward A. Ball (University of Sheffield, United Kingdom (Great Britain))
Near-Field SWIPT Using XL-MIMO: Power Allocation and Subarray Activation by Muhammad Zeeshan Mumtaz (Queen's University Belfast & National University of Science & Technology (NUST) Pakistan, United Kingdom (Great Britain)); Mohammadali Mohammadi (Queen's University Belfast, United Kingdom (Great Britain) & Center for Wireless Innovation, United Kingdom (Great Britain)); Hien Ngo and Michail Matthaiou (Queen's University Belfast, United Kingdom (Great Britain))
Network Simulations for Non-Terrestrial Networks: Overcoming Deployment Challenges and Advancing System Optimization by Nour Badini and Fabio Patrone (University of Genoa, Italy); Arianna Miraval (Italian Space Agency (ASI), Italy); Mario Marchese (University of Genoa, Italy)
Performance and Power Analysis of a 5G UPF Varying the C-States of the Hosting Server by Raffaele Bolla (University of Genoa, Italy & CNIT, Italy); Roberto Bruschi (CNIT, Italy); Franco R. Davoli (University of Genoa & National Inter-University Consortium for Telecommunications (CNIT), Italy); Davide Cassinelli (University of Genoa Genoa, Italy); Chiara Lombardo (University of Genoa, Italy & CNIT- Genoa Research Unit, Italy); Nicole Simone Martinelli (CNIT, Italy); Beatrice Siccardi (DITEN - University of Genoa, Italy)
PPO-EPO: Energy and Performance Optimization for O-RAN Using Reinforcement Learning by Rawlings Ntassah (University of Trento, Italy); Gian Michele Dell'Aera (Mobile Communication, Italy); Fabrizio Granelli (University of Trento, Italy)
Energy-efficient Network Operation During Low-traffic Hours by Shuvam Chakraborty (Qualcomm , USA); Ahmed M. Bedewy, Wenjun Li and Navid Abedini (Qualcomm, USA)
Design and Analysis of Power Consumption Models for Open-RAN Architectures by Urooj Tariq and Rishu Raj (Trinity College Dublin, Ireland); Daniel Kilper (Trinity College Dublin & CONNECT Centre, Ireland)
Federated Learning for Scalable Edge Caching in Dynamic D2D Communication Networks by Waleed Ejaz and Saqlain Razzaq (Lakehead University, Canada)
Improving the Energy Performance of Battery-Powered Mobile Networks by Wei Shi (Ericsson Research, Sweden & KTH Royal Institute of Technology, Sweden); Hossein Shokri Ghadikolaei (Ericsson Research, Sweden); Gabor Fodor (Ericsson Research & Royal Institute of Technology (KTH), Sweden); Lackis Eleftheriadis, Sr (Ericsson Research, Sweden); Mikael Skoglund (KTH Royal Institute of Technology, Sweden)
Analysis of Energy Efficiency of IRS-aided Wireless Communication Systems Under Statistical QoS Constraints by Wenhao Wang and Deli Qiao (East China Normal University, China); Lei Yang (University of Chinese Academy of Sciences, China); Yueying Zhan (Technology and Engineering Center for Space Utilization, Chinese Academy of Science, China); Derrick Wing Kwan Ng (University of New South Wales, Australia)
Energy Consumption Minimization of Air-to-Water Visible Light Communications by Wenzhi Du (University of Sheffield, United Kingdom (Great Britain)); Yang Liu (Nokia Bell Labs, United Kingdom (Great Britain)); Na Tang (The University of Sheffield, United Kingdom (Great Britain)); Xiaoli Chu (University of Sheffield, United Kingdom (Great Britain))
Joint optimization of multiple energy-saving strategies based on DRL in 5G railway networks by Yiran Zhao, Danpu Liu and Zhilong Zhang (Beijing University of Posts and Telecommunications, China); Jufeng Fei and Mingqi Li (Shanghai Radio Equipment Research Institute, China)
Model Selection Methods Based on Comprehensive Evaluation Criteria of AI for Air Interface by Ziye Shi, Shuangfeng Han and Gang Li (China Mobile Research Institute, China)