Damian A. Tamburri

Blockchain and cryptocurrencies: A classification and comparison of architecture drivers

2020 · Concurrency and Computation Practice and Experience

Abstract Blockchain is a decentralized transaction and data management solution, the technological leap behind the success of Bitcoin and other cryptocurrencies. As the variety of existing blockchains and distributed ledgers continues to increase, adopters should …

Towards efficient AutoML: a pipeline synthesis approach leveraging pre-trained transformers for multimodal data

2024 · Machine Learning

Abstract This paper introduces an Automated Machine Learning (AutoML) framework specifically designed to efficiently synthesize end-to-end multimodal machine learning pipelines. Traditional reliance on the computationally demanding Neural Architecture Search is minimized through the strategic integration …

Engineering MLOps Pipelines With Data Quality: A Case Study on Tabular Datasets in Kaggle

2025 · Journal of Software Evolution and Process

ABSTRACT Ensuring high‐quality data is crucial for the successful deployment of machine learning models, thereby sustaining the operational pipelines around such models. However, a significant number of practitioners do not currently use data quality checks …