2025

Axelou, Olympia, Aladwani, Tahani, Floros, George and Anagnostopoulos, Christos ORCID: https://orcid.org/0000-0003-1517-6757 (2025) Towards EMIR Mitigation: Efficient Wire Sizing for VLSI Power Grids Based on L-BFGS Algorithm. In: IEEE ICDCS 2025 45th IEEE International Conference on Distributed Computing Systems, Glasgow, Scotland UK, 20-23 July 2025, (Accepted for Publication)

Aladwani, Tahani, Pantazi-Kypraiou, Maria, Goudroumanis, George Rafael, Axelou, Olympia, Floros, George and Anagnostopoulos, Christos ORCID: https://orcid.org/0000-0003-1517-6757 (2025) Decentralized Deep Learning for Lithographic Hotspot Detection in IC Design. In: IEEE ICDCS 2025 45th IEEE International Conference on Distributed Computing Systems, Glasgow, Scotland UK, 20-23 July 2025, (Accepted for Publication)

Pantazi-Kypraiou, Maria, Goudroumanis, George Rafael, Aladwani, Tahani, Tziouvaras, Athanasios, Stamoulis, George and Anagnostopoulos, Christos ORCID: https://orcid.org/0000-0003-1517-6757 (2025) Design Space Exploration based on Q-Learning for 2D Bin-packing Problems. In: IEEE ICDCS 2025 45th IEEE International Conference on Distributed Computing Systems, Glasgow, Scotland UK, 20-23 July 2025, (Accepted for Publication)

Aladwani, Tahani, Pantazi-Kypraiou, Maria, Goudroumanis, George Rafael, Floros, George and Anagnostopoulos, Christos ORCID: https://orcid.org/0000-0003-1517-6757 (2025) A Federated Few-shot Learning Siamese Network Framework with Data Label Imbalance. In: 45th IEEE International Conference on Distributed Computing Systems (ICDCS), Glasgow, UK, 20-23 July 2025, (Accepted for Publication)

2024

Aladwani, Tahani, Anagnostopoulos, Christos ORCID: https://orcid.org/0000-0003-1517-6757 and Kolomvatsos, Kostas (2024) Node and relevant data selection in distributed predictive analytics: a query-centric approach. Journal of Network and Computer Applications, 232, 104029. (doi: 10.1016/j.jnca.2024.104029)

Aladwani, Tahani, Anagnostopoulos, Christos ORCID: https://orcid.org/0000-0003-1517-6757, Puthiya Parambath, Sham ORCID: https://orcid.org/0000-0002-5338-9385 and Deligianni, Fani ORCID: https://orcid.org/0000-0003-1306-5017 (2024) CL-FML: Cluster-based & Label-aware Federated Meta-Learning for On-Demand Classification Tasks. In: 11th IEEE International Conference on Data Science and Advanced Analytics (DSAA 2024), San Diego, CA, United States, 6-10 October 2024, (doi: 10.1109/DSAA61799.2024.10722828)

Aladwani, Tahani and Anagnostopoulos, Christos ORCID: https://orcid.org/0000-0003-1517-6757 (2024) Semi-Supervised Federated Learning over Relevant Heterogeneous Data. In: BMVC 2024 Workshop on Privacy, Fairness, Accountability and Transparency in Computer Vision, Glasgow, UK, 28 November 2024, (Accepted for Publication)

Aladwani, Tahani, Parambath, Sham ORCID: https://orcid.org/0000-0002-5338-9385, Anagnostopoulos, Christos ORCID: https://orcid.org/0000-0003-1517-6757 and Deligianni, Fani ORCID: https://orcid.org/0000-0003-1306-5017 (2024) The Price of Labelling: A Two-Phase Federated Self-Learning Approach. In: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2024), Vilnius, Lithuania, 9-13 September 2024, (Accepted for Publication)

2023

Aladwani, Tahani, Anagnostopoulos, Christos ORCID: https://orcid.org/0000-0003-1517-6757, Kolomvatsos, Kostas, Alghamdi, Ibrahim and Deligianni, Fani ORCID: https://orcid.org/0000-0003-1306-5017 (2023) Query-driven Edge Node Selection in Distributed Learning Environments. In: Data-driven Smart Cities (DASC 2023)/ 39th IEEE International Conference on Data Engineering (ICDE 2023), Anaheim, CA, United States, 3-7 April 2023, pp. 146-153. ISBN 9798350322446 (doi: 10.1109/ICDEW58674.2023.00029)

2022

Anagnostopoulos, Christos ORCID: https://orcid.org/0000-0003-1517-6757, Aladwani, Tahani, Alghamdi, Ibrahim and Kolomvatsos, Konstantinos (2022) Data-driven analytics task management reasoning mechanism in edge computing. Smart Cities, 5(2), pp. 562-582. (doi: 10.3390/smartcities5020030)

Aladwani, Tahani, Alghamdi, Ibrahim, Kolomvatsos, Kostas and Anagnostopoulos, Christos ORCID: https://orcid.org/0000-0003-1517-6757 (2022) Data-Driven Analytics Task Management at the Edge: A Fuzzy Reasoning Approach. In: 9th International Conference on Future Internet of Things and Cloud (FiCloud 2022), Rome, Italy, 22-24 August 2022, pp. 83-91. ISBN 9781665493505 (doi: 10.1109/FiCloud57274.2022.00019)

Articles

Aladwani, Tahani, Anagnostopoulos, Christos ORCID: https://orcid.org/0000-0003-1517-6757 and Kolomvatsos, Kostas (2024) Node and relevant data selection in distributed predictive analytics: a query-centric approach. Journal of Network and Computer Applications, 232, 104029. (doi: 10.1016/j.jnca.2024.104029)

Anagnostopoulos, Christos ORCID: https://orcid.org/0000-0003-1517-6757, Aladwani, Tahani, Alghamdi, Ibrahim and Kolomvatsos, Konstantinos (2022) Data-driven analytics task management reasoning mechanism in edge computing. Smart Cities, 5(2), pp. 562-582. (doi: 10.3390/smartcities5020030)

Conference Proceedings

Axelou, Olympia, Aladwani, Tahani, Floros, George and Anagnostopoulos, Christos ORCID: https://orcid.org/0000-0003-1517-6757 (2025) Towards EMIR Mitigation: Efficient Wire Sizing for VLSI Power Grids Based on L-BFGS Algorithm. In: IEEE ICDCS 2025 45th IEEE International Conference on Distributed Computing Systems, Glasgow, Scotland UK, 20-23 July 2025, (Accepted for Publication)

Aladwani, Tahani, Pantazi-Kypraiou, Maria, Goudroumanis, George Rafael, Axelou, Olympia, Floros, George and Anagnostopoulos, Christos ORCID: https://orcid.org/0000-0003-1517-6757 (2025) Decentralized Deep Learning for Lithographic Hotspot Detection in IC Design. In: IEEE ICDCS 2025 45th IEEE International Conference on Distributed Computing Systems, Glasgow, Scotland UK, 20-23 July 2025, (Accepted for Publication)

Pantazi-Kypraiou, Maria, Goudroumanis, George Rafael, Aladwani, Tahani, Tziouvaras, Athanasios, Stamoulis, George and Anagnostopoulos, Christos ORCID: https://orcid.org/0000-0003-1517-6757 (2025) Design Space Exploration based on Q-Learning for 2D Bin-packing Problems. In: IEEE ICDCS 2025 45th IEEE International Conference on Distributed Computing Systems, Glasgow, Scotland UK, 20-23 July 2025, (Accepted for Publication)

Aladwani, Tahani, Pantazi-Kypraiou, Maria, Goudroumanis, George Rafael, Floros, George and Anagnostopoulos, Christos ORCID: https://orcid.org/0000-0003-1517-6757 (2025) A Federated Few-shot Learning Siamese Network Framework with Data Label Imbalance. In: 45th IEEE International Conference on Distributed Computing Systems (ICDCS), Glasgow, UK, 20-23 July 2025, (Accepted for Publication)

Aladwani, Tahani, Anagnostopoulos, Christos ORCID: https://orcid.org/0000-0003-1517-6757, Puthiya Parambath, Sham ORCID: https://orcid.org/0000-0002-5338-9385 and Deligianni, Fani ORCID: https://orcid.org/0000-0003-1306-5017 (2024) CL-FML: Cluster-based & Label-aware Federated Meta-Learning for On-Demand Classification Tasks. In: 11th IEEE International Conference on Data Science and Advanced Analytics (DSAA 2024), San Diego, CA, United States, 6-10 October 2024, (doi: 10.1109/DSAA61799.2024.10722828)

Aladwani, Tahani and Anagnostopoulos, Christos ORCID: https://orcid.org/0000-0003-1517-6757 (2024) Semi-Supervised Federated Learning over Relevant Heterogeneous Data. In: BMVC 2024 Workshop on Privacy, Fairness, Accountability and Transparency in Computer Vision, Glasgow, UK, 28 November 2024, (Accepted for Publication)

Aladwani, Tahani, Parambath, Sham ORCID: https://orcid.org/0000-0002-5338-9385, Anagnostopoulos, Christos ORCID: https://orcid.org/0000-0003-1517-6757 and Deligianni, Fani ORCID: https://orcid.org/0000-0003-1306-5017 (2024) The Price of Labelling: A Two-Phase Federated Self-Learning Approach. In: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2024), Vilnius, Lithuania, 9-13 September 2024, (Accepted for Publication)

Aladwani, Tahani, Anagnostopoulos, Christos ORCID: https://orcid.org/0000-0003-1517-6757, Kolomvatsos, Kostas, Alghamdi, Ibrahim and Deligianni, Fani ORCID: https://orcid.org/0000-0003-1306-5017 (2023) Query-driven Edge Node Selection in Distributed Learning Environments. In: Data-driven Smart Cities (DASC 2023)/ 39th IEEE International Conference on Data Engineering (ICDE 2023), Anaheim, CA, United States, 3-7 April 2023, pp. 146-153. ISBN 9798350322446 (doi: 10.1109/ICDEW58674.2023.00029)

Aladwani, Tahani, Alghamdi, Ibrahim, Kolomvatsos, Kostas and Anagnostopoulos, Christos ORCID: https://orcid.org/0000-0003-1517-6757 (2022) Data-Driven Analytics Task Management at the Edge: A Fuzzy Reasoning Approach. In: 9th International Conference on Future Internet of Things and Cloud (FiCloud 2022), Rome, Italy, 22-24 August 2022, pp. 83-91. ISBN 9781665493505 (doi: 10.1109/FiCloud57274.2022.00019)