An introductory review of deep learning for prediction models with big data

F Emmert-Streib, Z Yang, H Feng, S Tripathi… - Frontiers in artificial …, 2020 - frontiersin.org
Deep learning models stand for a new learning paradigm in artificial intelligence (AI) and
machine learning. Recent breakthrough results in image analysis and speech recognition …

Big data analytics on Apache Spark

S Salloum, R Dautov, X Chen, PX Peng… - International Journal of …, 2016 - Springer
Apache Spark has emerged as the de facto framework for big data analytics with its
advanced in-memory programming model and upper-level libraries for scalable machine …

Babelfish: Efficient execution of polyglot queries

PM Grulich, S Zeuch, V Markl - Proceedings of the VLDB Endowment, 2021 - dl.acm.org
Today's users of data processing systems come from different domains, have different levels
of expertise, and prefer different programming languages. As a result, analytical workload …