Scholar
Andrea Morichetta
Google Scholar ID: UikbMngAAAAJ
University Assistant (Postdoc), TU Wien (Distributed System Group)
Citations & Impact
Citations
938
H-index
15
i10-index
20
Publications
20
Co-authors
54
list available
Contact
Publications
Resume (English only)
Academic Achievements
- - Supervised Bachelor Theses: Including Florian Drucker's research on Revisiting Tensorflow Experiments on FAASM and several others
- - Supervised Master Theses: Ongoing, including Maximilian Scharizer's work on Evaluating LLM Interoperability Protocols for Tool Augmented Root Cause Analysis in AIOps and several others
- - Teaching Courses: Distributed Systems, Distributed Systems Technologies, Projects in Computer Science, etc.
Research Experience
- - University assistant at the Distributed Systems Group of the Institute of Information Systems Engineering since January 2020
- - Collaborated with SmartData@PoliTO center for data science and big data from 2017 to 2020
- - Interned at Cisco, San Jose, CA during the summer of 2017
- - Visiting student at AIT, Vienna, Austria from January 2019 to July 2019
Education
- - Doctoral Degree: Electrical, Electronics, and Communications Engineering, January 2020, Politecnico di Torino, Supervisor: Prof. Marco Mellia, Project Funding: Big-DAMA project
Background
- - Research Interests: ML for predictive/proactive scaling in the cloud (time series analysis), Edge ML, Serverless Computing, Security for distributed systems, Fairness, accountability and transparency in ML
- - Professional Field: Intelligence and systems, combining data analysis and machine learning for distributed system design, with particular attention to unsupervised methodologies, emphasizing security and parallelization
