Mennan Selimi

Full Professor at SEEU.

Contact:
m.selimi [at] seeu.edu.mk
Office: Building 304.08, SEEU Campus Tetovo, North Macedonia

Distributed Systems & Data Science · DSG

Publications

Mennan Selimi

For a full list of publications please see also my Google Scholar or DBLP profile.

Research output

51 papers

DSG2026Journal
Temperature Forecasting on Low-Cost Sensor Nodes: What a Public Benchmark Does Not Tell You
Lamir Shkurti, Mennan Selimi, Arsim Susuri
Internet Technology Letters, Wiley (IF: 1.2)
EHG2026Journal
Indoor and Outdoor Particulate Matter Source Apportionment in a Household in Tetovo, North Macedonia: A Pilot Study Using Low-Cost Sensors
L. Shaqiri, D. Bousiotis, M. Selimi, F. Pope
Atmospheric Pollution Research, Elsevier (IF: 3.5)
DSG2026Conference
Federated Breast Lesion Segmentation in Kaapana: A Synthetic Multi-Site Evaluation
Sh. Salii, M. Graf and M. Selimi
International Conference on Breakthroughs in Artificial Intelligence (BAI’26)
DSG2026Conference
Towards Federated Breast Microcalcification Analysis: Validating Segmentation Stability on Kaapana Using Synthetic Phantoms
Sh. Salii, M.Selimi and M. Graf
19th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC'26)
DSG2025Conference
A two-board Design for Interconnected Intelligence in Tiny IoT
N. Giménez, F. Freitag, L. Navarro and M. Selimi
7th Experiment@ International Conference (EXPAT'25)
DSG2025Conference
Demonstration of Concurrent Application Provision with LoRaMesher
J. Solé, F. Freitag, L. Navarro and M. Selimi
7th Experiment@ International Conference (EXPAT'25)
DSG2025Conference
A system for monitoring and querying LoRa mesh network nodes
J. Griffiths, J. Solé, F. Freitag, L. Navarro, M. Selimi
IEEE Symposium on Computers and Communications (ISCC 2025)
DSG2025Conference
Effective Quantization Technique for Enhancing Model Performance on Resource-Constrained Devices
N. Andalib, M. Selimi
IEEE Mediterranean Conference on Embedded Computing (MECO 2025)
DSG2025Journal
Enhancing Adaptive Behavior in Federated Learning: The AdaptiveMesh Algorithm for Interactive Mobile and Bandwidth-Limited Resource-Constrained Wireless Environments
L. Shkurti, M. Selimi
International Journal of Interactive Mobile Technologies (iJIM)
DSG2024Journal
AdaptiveMesh: Adaptive Federated Learning for Resource-Constrained Wireless Environments
L. Shkurti, M. Selimi
International Journal of Online and Biomedical Engineering (iJOE) (IF: 1.7)
DSG2024Conference
Demo: Edge Federated Learning over a LoRa Mesh Network
N. Giménez, F. Freitag, L. Navarro and M. Selimi
IEEE/ACM Symposium on Edge Computing (SEC 2024)
DSG2024Conference
BACA: Bandwidth and CPU-Aware Adaptive Federated Learning for Wireless Environments
Lamir Shkurti, Mennan Selimi
IEEE Mediterranean Conference on Embedded Computing (MECO 2024), Budva, Montenegro
DSG2024Conference
Exploring Local and Cloud-Based Training Use Cases for Embedded Machine Learning
Nelum Andalib, Mennan Selimi
IEEE Mediterranean Conference on Embedded Computing (MECO 2024), Budva, Montenegro
DSG2023Conference
FederatedMesh: Collaborative Federated Learning for Medical Data Sharing in Mesh Networks
Lamir Shkurti, Mennan Selimi, Adrian Besimi
International Conference on Collaborative Computing (CollaborateCom 2023), Corfu, Greece
DSG2023Conference
Server-side Adaptive Federated Learning over Wireless Mesh Network
Felix Freitag, Lu Wei, Chun-Hung Liu, Mennan Selimi, Luis Veiga
International Conference on Information Technology & Systems (ICITS 2023), Cusco, Peru
DSG2022Conference
Designing a Double LoRa Connectivity for the Arduino Portenta H7
D. Pino, F. Freitag, M. Selimi
IEEE International Symposium on Local and Metropolitan Area Networks (LANMAN 2022)
DSG2022Conference
Performance Evaluation of Federated Learning over Wireless Mesh Networks with Low-Capacity Devices
F. Freitag, P. Vilchez, Ch. Liu, L. Wei, M. Selimi
International Conference on Information Technology & Systems (ICITS 2022)
DSG2021Conference
BePOCH: Improving Federated Learning Performance in Resource-Constrained Computing Devices
Lenart Ibraimi, Mennan Selimi, Felix Freitag
IEEE Global Communications Conference (GLOBECOM 2021), Madrid, Spain
DSG2021Conference
Testbed in Wireless City Mesh Network with Applicationto Federated Learning Experiments
F. Freitag, P. Vilchez, Ch. Liu, L. Wei, M. Selimi
ACM/SIGCHI International Conference on the Internet of Things (IoT 2021)
DSG2021Journal
A Two-stage Multi-Criteria Optimization Method for Service Placement in Decentralized Edge Micro-Clouds
Javier Panadero, Mennan Selimi, Laura Calvet, Joan Manuel, Felix Freitag
Future Generation Computer Systems, Elsevier
DSG2020Conference
REDEMON – Resilient Decentralized Monitoring System for Edge Infrastructures
Roger Pueyo Centelles, Mennan Selimi, Felix Freitag, Leandro Navarro
IEEE/ACM CCGRID 2020, Melbourne, Australia
DSG2020Conference
Towards Information-Centric Edge Platform for Mesh Networks – The Case of CityLab Testbed
Mennan Selimi, Leandro Navarro, Bart Braem, Felix Freitag
IEEE ICFC 2020, Sydney, Australia
DSG2020White Paper
LightKone Reference Architecture (LiRA)
Ali Shoker, Paulo Sergio Almeida, Carlos Baquero, et al.
H2020 LightKone Project
DSG2020Conference
Contract Networking for Crowdsourced Connectivity
Leandro Navarro, Emmanouil Dimogerontakis, Mennan Selimi, Sergio Mosquera, Felix Freitag
IEEE DAPPS 2020, Oxford, UK
DSG2020Conference
A Monitoring System for Distributed Edge Infrastructures with Decentralized Coordination
Roger Pueyo Centelles, Mennan Selimi, Felix Freitag, Leandro Navarro
Springer Lecture Notes in Computer Science (LNCS)
DSG2020Conference
A Simheuristic Algorithm for Service Placement in Community Networks
J. Panadero, L. Calvet, Ch. Bayliss, J. Manuel, M. Selimi and F. Freitag
ACM/SIGSIM WSC
DSG2019Conference
DIMON – Distributed Monitoring System for Decentralized Edge Clouds in Guifi.net
Roger Pueyo Centelles, Mennan Selimi, Felix Freitag, Leandro Navarro
IEEE SOCA 2019, Taiwan (Candidate for Best Paper Award)
DSG2019Journal
PiCasso: Enabling Information-Centric Multi-tenancy at the Edge of Community Mesh Networks
Mennan Selimi, Adisorn Lertsinsrubtavee, Arjuna Sathiaseelan, Llorenç Cerdà-Alabern, Leandro Navarro
Computer Networks, Elsevier (COMNET 2019)
DSG2019Conference
MeshDapp – Blockchain-enabled Sustainable Business Models for Networks
Emmanouil Dimogerontakis, Leandro Navarro, Mennan Selimi, Sergio Mosquera, Felix Freitag
GECON 2019, Leeds, UK
DSG2019Journal
Blockchain for Economically Sustainable Wireless Mesh Networks
Aniruddh Kabbinale, Emmanouil Dimogerontakis, Mennan Selimi, Anwaar Ali, Leandro Navarro, Arjuna Sathiaseelan, Jon Crowcroft
Concurrency and Computation: Practice and Experience
DSG2019Conference
End User-Managed Service Deployments in Microclouds at the Network Edge
F.Freitag, L. Navarro, M.Selimi, R.Centelles
IEEE GCCE
DSG2018Conference
Towards Blockchain-enabled Wireless Mesh Networks
Mennan Selimi, Aniruddh Rao Kabbinale, Anwaar Ali, Leandro Navarro, Arjuna Sathiaseelan
ACM MobiCom CryBlock 2018, Munich, Germany (Best Paper Award)
DSG2018Conference
Information-Centric Multi-Access Edge Computing Platform for Community Mesh Networks
Adisorn Lertsinsrubtavee, Mennan Selimi, Arjuna Sathiaseelan, Llorenç Cerdà-Alabern, Leandro Navarro, Jon Crowcroft
ACM COMPASS 2018, Menlo Park, California, USA
DSG2018Journal
Cloud Services in the Guifi.net Community Network
Mennan Selimi, Amin M. Khan, Emmanouil Dimogerontakis, Felix Freitag, Roger Pueyo Centelles
Computer Networks, Elsevier
DSG2018Conference
Gelly-scheduling: Distributed Graph Processing for Service Placement in Community Networks
Miguel E. Coimbra, Mennan Selimi, Alexandre P. Francisco, Felix Freitag, Luís Veiga
ACM SAC 2018, Pau, France
DSG2018Journal
A Lightweight Service Placement Approach for Community Network Micro-Clouds
Mennan Selimi, Llorenç Cerdà-Alabern, Felix Freitag, Luís Veiga, Arjuna Sathiaseelan, Jon Crowcroft
Journal of Grid Computing
DSG2017Conference
Practical Service Placement Approach for Microservices Architecture
M. Selimi, L. Alabern, M. Sanchez-Artigas, F. Freitag, and L. Veiga
IEEE/ACM CCGRID
DSG2017Conference
Towards Decentralised Resilient Community Clouds
A. Sathiaseelan, M. Selimi, C. Molina, A. Lertsinsrubtavee, L. Navarro, F. Freitag
ACM Middleware MECC Workshop
DSG2017Report
On the Service Placement in Community Network Micro-Clouds
Mennan Selimi
PhD Thesis
DSG2016Conference
Towards Network-Aware Service Placement in Community Network Micro-Clouds
M. Selimi, D. Vega, F. Freitag, and L. Veiga
Euro-Par, Springer
DSG2016Conference
Bandwidth-Aware Service Placement in Community Network Micro-Clouds
M. Selimi, L. Alabern, L. Wang, A. Sathiaseelan, L. Veiga, and F. Freitag
IEEE LCN
DSG2015Conference
Integration of an Assisted P2P Live Streaming Service in Community Network Clouds
M. Selimi, N. Apolonia, F. Olid, F. Freitag, L. Navarro and A. Moll
IEEE CloudCom
DSG2015Conference
TROBADOR: Service Discovery for Distributed Community Network Micro-Clouds
M. Selimi, F. Freitag, R. P. Centelles, A. Moll, and L. Veiga
IEEE AINA
DSG2015Journal
Performance Evaluation of a Distributed Storage Service in Community Network Clouds
M. Selimi, F. Freitag, L. Cerdà-Alabern, and L. Veiga
Concurrency and Computation: Practice and Experience, (Impact Factor: 1.447)
DSG2014Conference
Tahoe-LAFS Distributed Storage Service in Community Network Clouds
M. Selimi and F. Freitag
IEEE BDCloud
DSG2014Conference
Towards Distributed Architecture for Collaborative Cloud Services in Community Networks
A. M. Khan, M. Selimi, and F. Freitag
INCoS
DSG2014Conference
Distributed Storage and Service Discovery for Heterogeneous Community Network Clouds
M. Selimi, F. Freitag, R. P. Centelles, and A. Moll
IEEE/ACM UCC
DSG2014Conference
Towards Application Deployment in Community Network Clouds
M. Selimi and F. Freitag
ICCSA, Springer
DSG2014Conference
The cloudy distribution in community network clouds in Guifi.net
R. Baig, R. Carbajales, P. Escrich, J. Florit, M.Selimi et al.
IFIP/IEEE IM
DSG2014Conference
Cloud-Based Extension for Community-Lab
M. Selimi, J. L. Florit, et al.
IEEE MASCOTS
DSG2014Conference
Experiences with Distributed Heterogeneous Clouds Over Community Networks
M. Selimi, F. Freitag, D. Marti, R. Centelles, P. Garcia, and R. Baig
ACM SIGCOMM DCC Workshop

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Mennan Selimi

Publications

Research output

Temperature Forecasting on Low-Cost Sensor Nodes: What a Public Benchmark Does Not Tell You

Indoor and Outdoor Particulate Matter Source Apportionment in a Household in Tetovo, North Macedonia: A Pilot Study Using Low-Cost Sensors

Federated Breast Lesion Segmentation in Kaapana: A Synthetic Multi-Site Evaluation

Towards Federated Breast Microcalcification Analysis: Validating Segmentation Stability on Kaapana Using Synthetic Phantoms

A two-board Design for Interconnected Intelligence in Tiny IoT

Demonstration of Concurrent Application Provision with LoRaMesher

A system for monitoring and querying LoRa mesh network nodes

Effective Quantization Technique for Enhancing Model Performance on Resource-Constrained Devices

Enhancing Adaptive Behavior in Federated Learning: The AdaptiveMesh Algorithm for Interactive Mobile and Bandwidth-Limited Resource-Constrained Wireless Environments

AdaptiveMesh: Adaptive Federated Learning for Resource-Constrained Wireless Environments

Demo: Edge Federated Learning over a LoRa Mesh Network

BACA: Bandwidth and CPU-Aware Adaptive Federated Learning for Wireless Environments

Exploring Local and Cloud-Based Training Use Cases for Embedded Machine Learning

FederatedMesh: Collaborative Federated Learning for Medical Data Sharing in Mesh Networks

Server-side Adaptive Federated Learning over Wireless Mesh Network

Designing a Double LoRa Connectivity for the Arduino Portenta H7

Performance Evaluation of Federated Learning over Wireless Mesh Networks with Low-Capacity Devices

BePOCH: Improving Federated Learning Performance in Resource-Constrained Computing Devices

Testbed in Wireless City Mesh Network with Applicationto Federated Learning Experiments

A Two-stage Multi-Criteria Optimization Method for Service Placement in Decentralized Edge Micro-Clouds

REDEMON – Resilient Decentralized Monitoring System for Edge Infrastructures

Towards Information-Centric Edge Platform for Mesh Networks – The Case of CityLab Testbed

LightKone Reference Architecture (LiRA)

Contract Networking for Crowdsourced Connectivity

A Monitoring System for Distributed Edge Infrastructures with Decentralized Coordination

A Simheuristic Algorithm for Service Placement in Community Networks

DIMON – Distributed Monitoring System for Decentralized Edge Clouds in Guifi.net

PiCasso: Enabling Information-Centric Multi-tenancy at the Edge of Community Mesh Networks

MeshDapp – Blockchain-enabled Sustainable Business Models for Networks

Blockchain for Economically Sustainable Wireless Mesh Networks

End User-Managed Service Deployments in Microclouds at the Network Edge

Towards Blockchain-enabled Wireless Mesh Networks

Information-Centric Multi-Access Edge Computing Platform for Community Mesh Networks

Cloud Services in the Guifi.net Community Network

Gelly-scheduling: Distributed Graph Processing for Service Placement in Community Networks

A Lightweight Service Placement Approach for Community Network Micro-Clouds

Practical Service Placement Approach for Microservices Architecture

Towards Decentralised Resilient Community Clouds

On the Service Placement in Community Network Micro-Clouds

Towards Network-Aware Service Placement in Community Network Micro-Clouds

Bandwidth-Aware Service Placement in Community Network Micro-Clouds

Integration of an Assisted P2P Live Streaming Service in Community Network Clouds

TROBADOR: Service Discovery for Distributed Community Network Micro-Clouds

Performance Evaluation of a Distributed Storage Service in Community Network Clouds

Tahoe-LAFS Distributed Storage Service in Community Network Clouds

Towards Distributed Architecture for Collaborative Cloud Services in Community Networks

Distributed Storage and Service Discovery for Heterogeneous Community Network Clouds

Towards Application Deployment in Community Network Clouds

The cloudy distribution in community network clouds in Guifi.net

Cloud-Based Extension for Community-Lab

Experiences with Distributed Heterogeneous Clouds Over Community Networks