Publications

Recent Publications (*New*)

• L. Shkurti, M. Selimi, 
  BACA: Bandwidth and CPU-Aware Adaptive Federated Learning for Wireless Environments
  IEEE Mediterranean Conference on Embedded Computing (MECO 2024),  Jun 2024, Budva, Montenegro
  [Web][PDF] 
  

• N. Andalib, M. Selimi, 
  Exploring Local and Cloud-Based Training Use Cases for Embedded Machine Learning
  IEEE Mediterranean Conference on Embedded Computing (MECO 2024),  Jun 2024, Budva, Montenegro.
  [Web][PDF]

• L. Shkurti, M. Selimi, A. Besimi
  FederatedMesh: Collaborative Federated Learning for Medical Data Sharing in Mesh Networks
  International Conference on Collaborative Computing (CollaborateCom 2023),  Oct 2023, Corfu, Greece.
  [Web][PDF]
  

• F. Freitag, L. Wei, Ch. Liu, M. Selimi
  Server-side Adaptive Federated Learning over Wireless Mesh Network
  International Conference on Information Technology & Systems (ICITS 2023), Apr 2023, Cusco, Peru.
  [Web][PDF]

Top-Tier Journal Publications

• J. Panadero, M. Selimi, L. Calvet, J. Marques, F. Freitag
  A Two-stage Multi-Criteria Optimization Method for Service Placement in Decentralized Edge Micro-Clouds
  Future Generation Computer Systems, Elsevier, (Impact Factor: 7.187), Mar 2021.
  [Web][PDF]

• M. Selimi, A. Lertsinsrubtavee, A. Sathiaseelan, L. Alabern, and L. Navarro
  PiCasso: Enabling Information-centric Multi-tenancy at the Edge of Community Mesh Networks
  Computer Networks, Elsevier, (Impact Factor: 3.111), 2019.
  [Web][PDF]

• M. Selimi, L. Alabern, F. Freitag, L. Veiga, A. Sathiaseelan, and J. Crowcroft
  A Lightweight Service Placement Approach for Community Network Micro-Clouds
  Journal of Grid Computing, (Impact Factor: 2.095), 2019.
  [Web][PDF]

• A. Kabbinale, E. Dimogerontakis, M. Selimi, A. Ali, L. Navarro, A. Sathiaseelan, and J.Crowcroft
  Blockchain for Economically Sustainable Wireless Mesh Networks
  Concurrency and Computation: Practice and Experience, (Impact Factor: 1.447), 2018.
  [Web][PDF]

• M. Selimi, A. Khan, E. Dimogerontakis, F. Freitag, and R. Centelles.
  Cloud Services in the Guifi.net Community Network
  Computer Networks, Elsevier, (Impact Factor: 3.111), 2015.
  [Web][PDF]

• M. Selimi, F. Freitag, L. Cerdà-Alabern, and L. Veiga.
  Performance Evaluation of a Distributed Storage Service in Community Network Clouds
  Concurrency and Computation: Practice and Experience, (Impact Factor: 1.447) 2015.
  [Web][PDF]

Conference Publications

• L. Shkurti, M. Selimi, 
  BACA: Bandwidth and CPU-Aware Adaptive Federated Learning for Wireless Environments
  IEEE Mediterranean Conference on Embedded Computing (MECO 2024),  Jun 2024, Budva, Montenegro.
  [Web][PDF]
• N. Andalib, M. Selimi, 
  Exploring Local and Cloud-Based Training Use Cases for Embedded Machine Learning
  IEEE Mediterranean Conference on Embedded Computing (MECO 2024),  Jun 2024, Budva, Montenegro.
  [Web][PDF]
  

• L. Shkurti, M. Selimi, A. Besimi
  FederatedMesh: Collaborative Federated Learning for Medical Data Sharing in Mesh Networks
  International Conference on Collaborative Computing (CollaborateCom 2023),  Oct 2023, Corfu, Greece.
  [Web][PDF]
  

• F. Freitag, L. Wei, Ch. Liu, M. Selimi
  Server-side Adaptive Federated Learning over Wireless Mesh Network
  International Conference on Information Technology & Systems (ICITS 2023), Apr 2023, Cusco, Peru.
  [Web][PDF]
  

• D. Pino, F. Freitag, M. Selimi
  Designing a Double LoRa Connectivity for the Arduino Portenta H7
  IEEE International Symposium on Local and Metropolitan Area Networks (LANMAN 2022), July 2022.
  [Web][PDF]
  

• F. Freitag, P. Vilchez, Ch. Liu, L. Wei, M. Selimi
  Performance Evaluation of Federated Learning over Wireless Mesh Networks with Low-Capacity Devices
  International Conference on Information Technology & Systems (ICITS 2022), Feb 2022, San Carlos, Costa Rica
  [Web][PDF]
  

• L. Ibraimi, M. Selimi, F. Freitag
  BePOCH: Improving Federated Learning Performance in Resource-Constrained Computing Devices
  IEEE Global Communications Conference (GLOBECOM 2021), Dec 2021, Madrid, Spain.
  [Web][PDF]

• F. Freitag, P. Vilchez, Ch. Liu, L. Wei, M. Selimi
  Testbed in Wireless City Mesh Network with Applicationto Federated Learning Experiments
  ACM/SIGCHI International Conference on the Internet of Things (IoT 2021), Nov 2021, St.Gallen, Switzerland
  [Web][PDF]

• R. Centelles, M. Selimi, F. Freitag, L. Navarro
  REDEMON: Resilient Decentralized Monitoring System for Edge Infrastructures
  IEEE/ACM CCGRID, Nov 2020, Melbourne, Australia.
  [Web][PDF]

• M. Selimi, L. Navarro, B. Braem, and F. Freitag
  Towards Information-Centric Edge Platform for Mesh Networks: The Case of CityLab Testbed
  IEEE ICFC, Apr 2020, Sydney, Australia.
  [Web][PDF]

• L. Navarro, E. Dimogerontakis, M. Selimi, S. Mosquera and F. Freitag
  Contract Networking for Crowdsourced Connectivity
  IEEE DAPPS, Aug 2020, Oxford, UK.
  [Web][PDF]

• R. Centelles and M. Selimi and F. Freitag and L. Navarro.
  A Monitoring System for Distributed Edge Infrastructures with Decentralized Coordination
  Springer Lecture Notes in Computer Science (LNCS), Aug 2020.
  [Web][PDF]

• J. Panadero, L. Calvet, Ch. Bayliss, J. Manuel, M. Selimi and F. Freitag
  A Simheuristic Algorithm for Placing Services in Community Network
  ACM/SIGSIM WSC, Dec 2020, Orlando, USA.
  [Web][PDF]

• R. Centelles and M. Selimi and F. Freitag and L. Navarro.
  DIMON: Distributed Monitoring System for Decentralized Edge Clouds in Guifi.net
  IEEE SOCA, Nov 2019, Taiwan.
  Candidate for Best Paper Award
  [Web][PDF]

• E. Dimogerontakis and L. Navarro and M. Selimi and S. Mosquera and F. Freitag
  MeshDapp: Blockchain-enabled Sustainable Business Models for Networks
  GECON, Sep 2019, Leeds, UK.
  [Web][PDF]

• M. Selimi and A. Kabbinale and A. Anwaar and L. Navarro and A. Sathiaseelan.
  Towards Blockchain-enabled Wireless Mesh Networks
  ACM MobiSys CryBlock Workshop, Jun 2018, Munich, Germany.
  Best Paper Award
  [Web][PDF]

• A. Lertsinsrubtavee and M. Selimi and A. Sathiaseelan and L. Cerdà-Alabern and L. Navarro and J. Crowcroft.
  Information-Centric Multi-Access Edge Computing Platform for Community Mesh Networks
  ACM SIGCAS COMPASS, 2018, San Francisco, USA.
  [Web][PDF]

• M. Coimbra, M. Selimi, A. Francisco, F. Freitag, and L. Veiga.
  Gelly-scheduling: distributed graph processing for service placement in community networks
  ACM SAC, 2018, Pau, France.
  [Web][PDF]

• M. Selimi, L. Alabern, M. Sanchez-Artigas, F. Freitag, and L. Veiga.
  Practical Service Placement Approach for Microservices Architecture
  IEEE/ACM CCGRID, 2017, Madrid, Spain.
  [Web][PDF]

• A. Sathiaseelan, M. Selimi, C. Molina, A. Lertsinsrubtavee, L. Navarro, F. Freitag
  Towards Decentralised Resilient Community Clouds
  ACM Middleware MECC Workshop, 2017, Las Vegas, USA.
  [Web][PDF]

• M. Selimi, D. Vega, F. Freitag, and L. Veiga
  Towards Network-Aware Service Placement in Community Network Micro-Clouds
  Euro-Par, Springer, 2016, Grenoble, France.
  [Web]

• M. Selimi, L. Alabern, L. Wang, A. Sathiaseelan, L. Veiga, and F. Freitag
  Bandwidth-Aware Service Placement in Community Network Micro-Clouds
  IEEE LCN, 2016, Dubai, UAE.
  [Web][PDF]

• M. Selimi, N. Apolonia, F. Olid, F. Freitag, L. Navarro and A. Moll
  Integration of an Assisted P2P Live Streaming Service in Community Network Clouds
  IEEE CloudCom, 2015, Vancouver, Canada.
  [Web]

• M. Selimi, F. Freitag, R. P. Centelles, A. Moll, and L. Veiga
  TROBADOR: Service Discovery for Distributed Community Network Micro-Clouds
  IEEE AINA, 2015, Gwangju, South Korea.
  [Web]

• M. Selimi and F. Freitag.
  Tahoe-LAFS Distributed Storage Service in Community Network Clouds
  IEEE BDCloud, 2014, Sydney, Australia.
  [Web]

• M. Selimi, F. Freitag, R. P. Centelles, and A. Moll.
  Distributed Storage and Service Discovery for Heterogeneous Community Network Clouds
  IEEE/ACM UCC, 2014, London, UK.
  [Web]

• A. M. Khan, M. Selimi, and F. Freitag
  Towards Distributed Architecture for Collaborative Cloud Services in Community Networks
  INCoS, 2014, Salerno, Italy.
  [Web]

• M. Selimi and F. Freitag
  Towards Application Deployment in Community Network Clouds
  ICCSA, Springer, 2014, Guimaraes, Portgual.
  [Web]

• R. Baig, R. Carbajales, P. Escrich, J. Florit, M.Selimi et al.
  The cloudy distribution in community network clouds in Guifi.net
  IFIP/IEEE IM, 2014, Ottawa, Canada.
  [Web]

• M. Selimi, J. L. Florit, et al.
  Cloud-Based Extension for Community-Lab
  IEEE MASCOTS, 2014, Paris, France.
  [Web]

• M. Selimi, F. Freitag, D. Marti, R. Centelles, P. Garcia, and R. Baig
  Experiences with Distributed Heterogeneous Clouds Over Community Networks
  ACM SIGCOMM DCC Workshop, 2014, Chicago, USA.
  [Web]

Reports

• The LightKone Consortium
  LightKone Reference Architecture (LiRA)
  White Paper, Jan 2020.
  [PDF]

Posters

• F. Freitag, L. Navarro, M. Selimi, R. Centelles
  End User-Managed Service Deployments in Microclouds at the Network Edge
  IEEE GCCE, 2019.
  Outstanding Poster Paper Award
  [Poster]

• L. Navarro, E. Dimogerontakis, M. Selimi, S. Mosquera, F. Freitag
  MeshDapp – Blockchain-enabled sustainable business models for networks
  GECON, 2019.
  [Poster]

Written Theses

• PhD Thesis
  On the Service Placement in Community Network Micro-Clouds
  Universitat Politècnica de Catalunya, UPC BarcelonaTech, 2017
  [PDF]