22 citations · 25 across the 4 of their papers we have counts for
4 papers
A Multivocal Review of MLOps Practices, Challenges and Open Issues
Beyza Eken, Samodha Pallewatta, Nguyen Khoi Tran +2
MLOps has emerged as a key solution to address many socio-technical challenges of bringing ML models to production, such as integrating ML models with non-ML software, continuous m…
An Empirically Grounded Reference Architecture for Software Supply Chain Metadata Management
Nguyen Khoi Tran, Samodha Pallewatta, M. Ali Babar
With the rapid rise in Software Supply Chain (SSC) attacks, organisations need thorough and trustworthy visibility over the entire SSC of their software inventory to detect risks e…
ProML: A Decentralised Platform for Provenance Management of Machine Learning Software Systems
Nguyen Khoi Tran, Bushra Sabir, M. Ali Babar +3
Large-scale Machine Learning (ML) based Software Systems are increasingly developed by distributed teams situated in different trust domains. Insider threats can launch attacks fro…
A Framework for Automating Deployment and Evaluation of Blockchain Network
Nguyen Khoi Tran, M. Ali Babar, Andrew Walters
Blockchain network deployment and evaluation have become prevalent due to the demand for private blockchains by enterprises, governments, and edge computing systems. Whilst a block…