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ORCIDAndrea Morichetta 0002
Person information
- affiliation: TU Wien, Vienna, Austria
- affiliation (PhD 2020): Politecnico di Torino, Italy
Other persons with the same name
- Andrea Morichetta 0001
![[0000-0003-1738-9043]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0003-1738-9043")
— University of Camerino, Italy
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2020 – today
- 2024
[j10]Abhishek Hazra, Andrea Morichetta, Ilir Murturi, Lauri Lovén, Chinmaya Kumar Dehury, Victor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar:
Distributed AI in Zero-Touch Provisioning for Edge Networks: Challenges and Research Directions. Computer 57(3): 69-78 (2024)- [c23]Donatella Firmani, Francesco Leotta, Jerin George Mathew, Jacopo Rossi, Lorenzo Balzotti, Hui Song, Dumitru Roman, Rustem Dautov, Erik Johannes Husom, Sagar Sen, Vilija Balionyte-Merle, Andrea Morichetta, Schahram Dustdar, Thijs Metsch, Valerio Frascolla, Ahmed Khalid, Giada Landi, Juan Brenes, Ioan Toma, Róbert Szabó, Christian Schaefer, Cosmin Udroiu, Alexandre Ulisses, Verena Pietsch, Sigmund Akselsen, Arne Munch-Ellingsen, Irena Pavlova, Hong-Gee Kim, Changsoo Kim, Bob Allen, Sunwoo Kim, Paulson Eberechukwu:
INTEND: Intent-Based Data Operation in the Computing Continuum. CAiSE Research Projects Exhibition 2024: 43-50 - [c22]Anna Lackinger, Andrea Morichetta, Schahram Dustdar:
Time Series Predictions for Cloud Workloads: A Comprehensive Evaluation. SoSE 2024: 36-45 - [c21]Paul Pinter, Andrea Morichetta, Schahram Dustdar:
Distributed Model Serving for Real-time Opinion Detection. SoSE 2024: 64-73 - [c20]Andrea Morichetta, Anna Lackinger, Schahram Dustdar:
Cohabitation of Intelligence and Systems: Towards Self-reference in Digital Anatomies. SoSE 2024: 102-110 - 2023
- [j9]Victor Casamayor-Pujol, Andrea Morichetta, Ilir Murturi, Praveen Kumar Donta, Schahram Dustdar:
Fundamental Research Challenges for Distributed Computing Continuum Systems. Inf. 14(3): 198 (2023) - [j8]Victor Casamayor-Pujol, Praveen Kumar Donta, Andrea Morichetta, Ilir Murturi, Schahram Dustdar:
Edge Intelligence - Research Opportunities for Distributed Computing Continuum Systems. IEEE Internet Comput. 27(4): 53-74 (2023) - [c19]Andrea Morichetta, Thomas W. Pusztai, Deepak Vij, Victor Casamayor-Pujol, Philipp Raith, Ying Xiong, Stefan Nastic, Schahram Dustdar, Zhaobo Zhang:
Demystifying deep learning in predictive monitoring for cloud-native SLOs. CLOUD 2023: 1-11 - [c18]Ilir Murturi, Praveen Kumar Donta, Victor Casamayor-Pujol, Andrea Morichetta, Schahram Dustdar:
Learning-Driven Zero Trust in Distributed Computing Continuum Systems. DASC/PiCom/CBDCom/CyberSciTech 2023: 44-49 - [c17]Veronika Bekbulatova, Andrea Morichetta, Schahram Dustdar:
FL-SERENADE: Federated Learning for SEmi-supeRvisEd Network Anomaly DEtection. A Case Study. DASC/PiCom/CBDCom/CyberSciTech 2023: 1072-1079 - [c16]Andrea Morichetta, Victor Casamayor-Pujol, Stefan Nastic, Schahram Dustdar, Deepak Vij, Ying Xiong, Zhaobo Zhang:
PolarisProfiler: A Novel Metadata-Based Profiling Approach for Optimizing Resource Management in the Edge-Cloud Continnum. SOSE 2023: 27-36 - [c15]Victor Casamayor-Pujol, Andrea Morichetta, Stefan Nastic:
Intelligent Sampling: A Novel Approach to Optimize Workload Scheduling in Large-Scale Heterogeneous Computing Continuum. SOSE 2023: 140-149 - [c14]Andrea Morichetta, Nikolaus Spring, Philipp Raith, Schahram Dustdar:
Intent-based Management for the Distributed Computing Continuum. SOSE 2023: 239-249 - [i5]Ilir Murturi, Praveen Kumar Donta, Victor Casamayor-Pujol, Andrea Morichetta, Schahram Dustdar:
Learning-driven Zero Trust in Distributed Computing Continuum Systems. CoRR abs/2311.17447 (2023) - [i4]Abhishek Hazra, Andrea Morichetta, Ilir Murturi, Lauri Lovén, Chinmaya Kumar Dehury, Victor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar:
Distributed AI in Zero-touch Provisioning for Edge Networks: Challenges and Research Directions. CoRR abs/2311.17471 (2023) - 2022
- [j7]Kexin Li, Xingwei Wang, Qiang He, Bo Yi, Andrea Morichetta, Min Huang:
Cooperative Multiagent Deep Reinforcement Learning for Computation Offloading: A Mobile Network Operator Perspective. IEEE Internet Things J. 9(23): 24161-24173 (2022) - [c13]Nicolò Bartelucci, Paolo Bellavista, Thomas W. Pusztai, Andrea Morichetta, Schahram Dustdar:
High-Level Metrics for Service Level Objective-aware Autoscaling in Polaris: a Performance Evaluation. ICFEC 2022: 73-77 - [c12]Victor Casamayor-Pujol, Praveen Kumar Donta, Andrea Morichetta, Ilir Murturi, Schahram Dustdar:
Distributed Computing Continuum Systems - Opportunities and Research Challenges. ICSOC Workshops 2022: 405-407 - [c11]Thomas W. Pusztai, Stefan Nastic, Andrea Morichetta, Victor Casamayor-Pujol, Philipp Raith, Schahram Dustdar, Deepak Vij, Ying Xiong, Zhaobo Zhang:
Polaris Scheduler: SLO- and Topology-aware Microservices Scheduling at the Edge. UCC 2022: 61-70 - 2021
- [j6]Azadeh Faroughi, Andrea Morichetta, Luca Vassio, Flavio V. D. de Figueiredo, Marco Mellia, Reza Javidan:
Towards website domain name classification using graph based semi-supervised learning. Comput. Networks 188: 107865 (2021) - [j5]Andrea Morichetta, Martino Trevisan, Luca Vassio, Julia Krickl:
Understanding web pornography usage from traffic analysis. Comput. Networks 189: 107909 (2021) - [c10]Stefan Nastic, Thomas W. Pusztai, Andrea Morichetta, Victor Casamayor-Pujol, Schahram Dustdar, Deepak Vij, Ying Xiong:
Polaris Scheduler: Edge Sensitive and SLO Aware Workload Scheduling in Cloud-Edge-IoT Clusters. CLOUD 2021: 206-216 - [c9]Thomas W. Pusztai, Andrea Morichetta, Victor Casamayor-Pujol, Schahram Dustdar, Stefan Nastic, Xiaoning Ding, Deepak Vij, Ying Xiong:
A Novel Middleware for Efficiently Implementing Complex Cloud-Native SLOs. CLOUD 2021: 410-420 - [c8]Andrea Morichetta, Victor Casamayor-Pujol, Schahram Dustdar:
A roadmap on learning and reasoning for distributed computing continuum ecosystems. EDGE 2021: 25-31 - [c7]Thomas W. Pusztai, Andrea Morichetta, Victor Casamayor-Pujol, Schahram Dustdar, Stefan Nastic, Xiaoning Ding, Deepak Vij, Ying Xiong:
SLO Script: A Novel Language for Implementing Complex Cloud-Native Elasticity-Driven SLOs. ICWS 2021: 21-31 - 2020
- [j4]Stefan Nastic, Andrea Morichetta, Thomas W. Pusztai, Schahram Dustdar, Xiaoning Ding, Deepak Vij, Ying Xiong:
SLOC: Service Level Objectives for Next Generation Cloud Computing. IEEE Internet Comput. 24(3): 39-50 (2020) - [i3]Alessandro D'Alconzo, Idilio Drago, Andrea Morichetta, Marco Mellia, Pedro Casas:
A Survey on Big Data for Network Traffic Monitoring and Analysis. CoRR abs/2003.01648 (2020) - [i2]Andrea Morichetta, Pedro Casas, Marco Mellia:
EXPLAIN-IT: Towards Explainable AI for Unsupervised Network Traffic Analysis. CoRR abs/2003.01670 (2020)
2010 – 2019
- 2019
- [j3]Andrea Morichetta, Marco Mellia:
Clustering and evolutionary approach for longitudinal web traffic analysis. Perform. Evaluation 135 (2019) - [j2]Alessandro D'Alconzo, Idilio Drago, Andrea Morichetta, Marco Mellia, Pedro Casas:
A Survey on Big Data for Network Traffic Monitoring and Analysis. IEEE Trans. Netw. Serv. Manag. 16(3): 800-813 (2019) - [j1]Andrea Morichetta, Marco Mellia:
LENTA: Longitudinal Exploration for Network Traffic Analysis From Passive Data. IEEE Trans. Netw. Serv. Manag. 16(3): 814-827 (2019) - [c6]Andrea Morichetta, Pedro Casas, Marco Mellia:
EXPLAIN-IT: Towards Explainable AI for Unsupervised Network Traffic Analysis. Big-DAMA@CoNEXT 2019: 22-28 - [c5]Andrea Morichetta, Martino Trevisan, Luca Vassio:
Characterizing Web Pornography Consumption from Passive Measurements. PAM 2019: 304-316 - [i1]Andrea Morichetta, Martino Trevisan, Luca Vassio:
Characterizing web pornography consumption from passive measurements. CoRR abs/1904.11723 (2019) - 2018
- [c4]Azadeh Faroughi, Reza Javidan, Marco Mellia, Andrea Morichetta, Francesca Soro, Martino Trevisan:
Achieving Horizontal Scalability in Density-based Clustering for URLs. IEEE BigData 2018: 3841-3846 - [c3]Andrea Morichetta, Marco Mellia:
LENTA: Longitudinal Exploration for Network Traffic Analysis. ITC (1) 2018: 176-184 - 2017
- [c2]Alessandro Ciociola, Michele Cocca, Danilo Giordano, Marco Mellia, Andrea Morichetta, Andrian Putina, Flavia Salutari:
UMAP: Urban mobility analysis platform to harvest car sharing data. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017: 1-8 - 2016
- [c1]Andrea Morichetta, Enrico Bocchi, Hassan Metwalley, Marco Mellia:
CLUE: Clustering for Mining Web URLs. ITC 2016: 286-294
Coauthor Index
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