Distributed Systems
[Closed]
Work description
- Identification and study via surveying the state of the art of federated learning mechanisms; - Identification and study via surveying the state of the art of gossip mechanisms; - Design, implementation, and evaluation of the prototypes for gossip mechanism, their components, or sub-components, namely the integration of federated machine learning mechanisms while using gossip-based data acquisition; - Design, implementation, and evaluation of the prototypes for federated learning mechanism, their components, or sub-components; - Writing and submission of scientific papers; - Writing of doctoral dissertation.
Academic Qualifications
- Be enrolled in a doctoral program in computer science or Informatics Engineering.
Minimum profile required
- Knowledge and experience in using distributed, federated machine learning mechanisms;- Knowledge and experience in Distributed Systems;- Knowledge and experience with Python and Java;- Excellent spoken and written use of English language.
Preference factors
- Knowledge and experience in the use of gossip mechanisms; - Experience in carrying out distributed system's evaluation.
Application Period
Since 21 Dec 2022 to 03 Jan 2023
[Closed]
Centre
High-Assurance Software