SS-L20: Sustainable Networking and Computing through Machine Learning |
| Session Type: Lecture |
| Time: Thursday, 7 May, 16:30 - 18:30 |
| Location: On-Demand |
| Virtual Session: View on Virtual Platform |
| Session Chairs: Paolo Dini, CTTC, Michela Meo, Politecnico di Torino and Michele Rossi, University of Padova |
| SS-L20.1: ALLOCATION OF COMPUTING TASKS IN DISTRIBUTED MEC SERVERS CO-POWERED BY RENEWABLE SOURCES AND THE POWER GRID |
| Davide Cecchinato; University of Padova |
| Michele Berno; University of Padova |
| Flavio Esposito; Saint Louis University |
| Michele Rossi; University of Padova |
| SS-L20.2: MULTI-AGENT DEEP REINFORCEMENT LEARNING FOR DISTRIBUTED HANDOVER MANAGEMENT IN DENSE MMWAVE NETWORKS |
| Mohamed Sana; Commissariat à l'énergie atomique et aux énergies alternatives - Laboratoire d'électronique et de technologie de l'information (CEA-Leti) |
| Antonio de Domenico; Commissariat à l'énergie atomique et aux énergies alternatives - Laboratoire d'électronique et de technologie de l'information (CEA-Leti) |
| Emilio Calvanese Strinati; Commissariat à l'énergie atomique et aux énergies alternatives - Laboratoire d'électronique et de technologie de l'information (CEA-Leti) |
| Antonio Clemente; Commissariat à l'énergie atomique et aux énergies alternatives - Laboratoire d'électronique et de technologie de l'information (CEA-Leti) |
| SS-L20.3: INTERPRETABLE MACHINE LEARNING IN SUSTAINABLE EDGE COMPUTING: A CASE STUDY OF SHORT-TERM PHOTOVOLTAIC POWER OUTPUT PREDICTION |
| Xiaomin Chang; University of Sydney |
| Wei Li; University of Sydney |
| Jin Ma; University of Sydney |
| Ting Yang; Tianjin University |
| Albert Zomaya; University of Sydney |
| SS-L20.4: LOAD MANAGEMENT WITH PREDICTIONS OF SOLAR ENERGY PRODUCTION FOR CLOUD DATA CENTERS |
| Maurizio Floridia; Politecnico di Torino |
| Demetrio Laganà; Eco4Cloud |
| Carlo Mastroianni; CNR |
| Michela Meo; Politecnico di Torino |
| Daniela Renga; Politecnico di Torino |
| SS-L20.5: SPECTRUM ALLOCATION IN WIRELESS NETWORKS FOR CROWD LABELLING |
| Xiaoyang Li; University of Hong Kong |
| Guangxu Zhu; Shenzhen Research Institute of Big Data |
| Kaiming Shen; University of Toronto |
| Yi Gong; Southern University of Science and Technology |
| Kaibin Huang; University of Hong Kong |
| SS-L20.6: MODELING THE ENVIRONMENT IN DEEP REINFORCEMENT LEARNING: THE CASE OF ENERGY HARVESTING BASE STATIONS |
| Nicola Piovesan; Centre Tecnològic de Telecomunicacions de Catalunya (CTTC/CERCA) |
| Marco Miozzo; Centre Tecnològic de Telecomunicacions de Catalunya (CTTC/CERCA) |
| Paolo Dini; Centre Tecnològic de Telecomunicacions de Catalunya (CTTC/CERCA) |