Data mining on vast data sets as a cluster system benchmark. - Alexander Heinecke; Roman Karlstetter; Dirk Pflüger; Hans-Joachim Bungartz (Concurr. Comput. Pract. Exp., 2016)

Time Series Mining at Petascale Performance. - Amir Raoofy; Roman Karlstetter; Dai Yang; Carsten Trinitis; Martin Schulz 001 (ISC, 2020)

Living on the Edge: Efficient Handling of Large Scale Sensor Data. - Roman Karlstetter; Amir Raoofy; Martin Radev; Carsten Trinitis; Jakob Hermann; Martin Schulz 001 (CCGRID, 2021)

Querying Distributed Sensor Streams in the Edge-to-Cloud Continuum. - Roman Karlstetter; Robert Josef Widhopf-Fenk; Martin Schulz 001 (EDGE, 2022)

Overcoming Weak Scaling Challenges in Tree-Based Nearest Neighbor Time Series Mining. - Amir Raoofy; Roman Karlstetter; Martin Schreiber 001; Carsten Trinitis; Martin Schulz 001 (ISC, 2023)

An Industrial Sensor Data Processing and Query System. - Roman Karlstetter (2023)