Big Data Engineering
Welcome to DAMS Lab (Big Data Engineering)
Our overall mission is to simplify data science by providing high-level, data science-centric abstractions and building systems and tools to execute these tasks in an efficient and scalable manner. To this end, the primary research focus is on ML systems internals for the end-to-end data science lifecycle (from data integration and preparation, over efficient model training, to debugging and serving), large-scale, distributed data management and analysis, as well as infrastructure and benchmarks for data and ML systems.