| A survey on big data for network traffic monitoring and analysis A D’Alconzo, I Drago, A Morichetta, M Mellia, P Casas IEEE Transactions on Network and Service Management 16 (3), 800-813, 2019 | 184 | 2019 |
| EXPLAIN-IT: Towards explainable AI for unsupervised network traffic analysis A Morichetta, P Casas, M Mellia Proceedings of the 3rd ACM CoNEXT Workshop on Big DAta, Machine Learning and …, 2019 | 88 | 2019 |
| Sloc: Service level objectives for next generation cloud computing S Nastic, A Morichetta, T Pusztai, S Dustdar, X Ding, D Vij, Y Xiong IEEE Internet Computing 24 (3), 39-50, 2020 | 55 | 2020 |
| Edge intelligence—research opportunities for distributed computing continuum systems VC Pujol, PK Donta, A Morichetta, I Murturi, S Dustdar IEEE Internet Computing 27 (4), 53-74, 2023 | 53 | 2023 |
| Polaris scheduler: Edge sensitive and slo aware workload scheduling in cloud-edge-iot clusters S Nastic, T Pusztai, A Morichetta, VC Pujol, S Dustdar, D Vii, Y Xiong 2021 IEEE 14th International Conference on Cloud Computing (CLOUD), 206-216, 2021 | 37 | 2021 |
| UMAP: Urban mobility analysis platform to harvest car sharing data A Ciociola, M Cocca, D Giordano, M Mellia, A Morichetta, A Putina, ... 2017 IEEE SmartWorld, ubiquitous intelligence & computing, advanced …, 2017 | 35 | 2017 |
| Slo script: A novel language for implementing complex cloud-native elasticity-driven slos T Pusztai, A Morichetta, VC Pujol, S Dustdar, S Nastic, X Ding, D Vij, ... 2021 IEEE International Conference on Web Services (ICWS), 21-31, 2021 | 30 | 2021 |
| A novel middleware for efficiently implementing complex cloud-native slos T Pusztai, A Morichetta, VC Pujol, S Dustdar, S Nastic, X Ding, D Vij, ... 2021 IEEE 14th International Conference on Cloud Computing (CLOUD), 410-420, 2021 | 30 | 2021 |
| Fundamental research challenges for distributed computing continuum systems V Casamayor Pujol, A Morichetta, I Murturi, P Kumar Donta, S Dustdar Information 14 (3), 198, 2023 | 29 | 2023 |
| Characterizing web pornography consumption from passive measurements A Morichetta, M Trevisan, L Vassio International Conference on Passive and Active Network Measurement, 304-316, 2019 | 22 | 2019 |
| A roadmap on learning and reasoning for distributed computing continuum ecosystems A Morichetta, VC Pujol, S Dustdar 2021 IEEE International Conference on Edge Computing (EDGE), 25-31, 2021 | 20 | 2021 |
| Clue: Clustering for mining web urls A Morichetta, E Bocchi, H Metwalley, M Mellia 2016 28th International Teletraffic Congress (ITC 28) 1, 286-294, 2016 | 17 | 2016 |
| Towards website domain name classification using graph based semi-supervised learning A Faroughi, A Morichetta, L Vassio, F Figueiredo, M Mellia, R Javidan Computer Networks 188, 107865, 2021 | 16 | 2021 |
| Understanding web pornography usage from traffic analysis A Morichetta, M Trevisan, L Vassio, J Krickl Computer Networks 189, 107909, 2021 | 15 | 2021 |
| Polaris scheduler: SLO-and topology-aware microservices scheduling at the edge T Pusztai, S Nastic, A Morichetta, VC Pujol, P Raith, S Dustdar, D Vij, ... 2022 IEEE/ACM 15th International Conference on Utility and Cloud Computing …, 2022 | 14 | 2022 |
| Cooperative multiagent deep reinforcement learning for computation offloading: A mobile network operator perspective K Li, X Wang, Q He, B Yi, A Morichetta, M Huang IEEE Internet of Things Journal 9 (23), 24161-24173, 2022 | 10 | 2022 |
| Intent-based management for the distributed computing continuum A Morichetta, N Spring, P Raith, S Dustdar 2023 IEEE International Conference on Service-Oriented System Engineering …, 2023 | 9 | 2023 |
| Distributed computing continuum systems–opportunities and research challenges V Casamayor Pujol, PK Donta, A Morichetta, I Murturi, S Dustdar International Conference on Service-Oriented Computing, 405-407, 2022 | 9 | 2022 |
| LENTA: Longitudinal exploration for network traffic analysis from passive data A Morichetta, M Mellia IEEE Transactions on Network and Service Management 16 (3), 814-827, 2019 | 9 | 2019 |
| Lenta: Longitudinal exploration for network traffic analysis A Morichetta, M Mellia 2018 30th International Teletraffic Congress (ITC 30) 1, 176-184, 2018 | 9 | 2018 |
Schahram DustdarProfessor of Computer Science, Member of Academia Europaea, IEEE|EAI|AAIA Fellow, TU Wien, AustriaVerified email at dsg.tuwien.ac.at