The NebulaStream Platform: Data and application management for the internet of things S Zeuch, A Chaudhary, B Del Monte, H Gavriilidis, D Giouroukis, ... Conference on Innovative Data Systems Research (CIDR), 2020 | 93 | 2020 |
Efficient Window Aggregation with General Stream Slicing J Traub, PM Grulich, AR Cuéllar, S Breß, A Katsifodimos, T Rabl, V Markl EDBT 22nd International Conference on Extending Database Technology, 2019 | 78 | 2019 |
Collaborative edge and cloud neural networks for real-time video processing PM Grulich, F Nawab Proceedings of the VLDB Endowment 11 (12), 2046-2049, 2018 | 67 | 2018 |
Scotty: Efficient Window Aggregation for out-of-order Stream Processing J Traub, PM Grulich, AR Cuéllar, S Breß, A Katsifodimos, T Rabl, V Markl ICDE IEEE 34th International Conference on Data Engineering, 2018 | 60 | 2018 |
Grizzly: Efficient Stream Processing Through Adaptive Query Compilation PM Grulich, S Breß, S Zeuch, J Traub, J von Bleichert, Z Chen, T Rabl, ... SIGMOD '20: Proceedings of the 2020 ACM SIGMOD International Conference on …, 2020 | 59 | 2020 |
Nebulastream: Complex analytics beyond the cloud S Zeuch, ET Zacharatou, S Zhang, X Chatziliadis, A Chaudhary, ... Open Journal of Internet Of Things (OJIOT) 6 (1), 66-81, 2020 | 45 | 2020 |
I2: Interactive Real-Time Visualization for Streaming Data. J Traub, N Steenbergen, PM Grulich, T Rabl, V Markl EDBT 20nd International Conference on Extending Database Technology, 526-529, 2017 | 34 | 2017 |
Babelfish: Efficient Execution of Polyglot Queries PM Grulich, S Zeuch, Markl, Volker Proceedings of the VLDB Endowment 15 (2), 2150-8097, 2021 | 31 | 2021 |
Scalable Detection of Concept Drifts on Data Streams with Parallel Adaptive Windowing PM Grulich, R Saitenmacher, J Traub, S Breß, T Rabl, V Markl EDBT 21nd International Conference on Extending Database Technology, 2018 | 31 | 2018 |
Disco: Efficient Distributed Window Aggregation L Benson, PM Grulich, S Zeuch, V Markl, T Rabl EDBT 23nd International Conference on Extending Database Technology, 2020 | 28 | 2020 |
Scotty: General and Efficient Open-Source Window Aggregation for Stream Processing Systems J Traub, PM Grulich, AR Cuéllar, S Breß, A Katsifodimos, T Rabl, V Markl ACM Transactions on Database Systems, 2021 | 26 | 2021 |
Survey of window types for aggregation in stream processing systems J Verwiebe, PM Grulich, J Traub, V Markl The VLDB Journal 32 (5), 985-1011, 2023 | 25 | 2023 |
Parallelizing Intra-Window Join on Multicores: An Experimental Study S Zhang, Y Mao, J He, PM Grulich, S Zeuch, B He, RTB Ma, V Markl SIGMOD '21: Proceedings of the 2021 ACM SIGMOD International Conference on …, 2021 | 24 | 2021 |
ExDRa: Exploratory Data Science on Federated Raw Data S Baunsgaard, M Boehm, A Chaudhary, B Derakhshan, S Geißelsöder, ... SIGMOD '21: Proceedings of the 2021 ACM SIGMOD International Conference on …, 2021 | 22 | 2021 |
An energy-efficient stream join for the Internet of Things A Michalke, PM Grulich, C Lutz, S Zeuch, V Markl Proceedings of the 17th International Workshop on Data Management on New …, 2021 | 19 | 2021 |
Generating reproducible out-of-order data streams PM Grulich, J Traub, S Breß, A Katsifodimos, V Markl, T Rabl Proceedings of the 13th ACM International Conference on Distributed and …, 2019 | 18 | 2019 |
Algorithms for Windowed Aggregations and Joins on Distributed Stream Processing Systems J Verwiebe, PM Grulich, J Traub, V Markl Datenbank-Spektrum 22 (2), 99-107, 2022 | 16 | 2022 |
NebulaStream: Data Management for the Internet of Things S Zeuch, X Chatziliadis, A Chaudhary, D Giouroukis, PM Grulich, ... Datenbank-Spektrum 22 (2), 131-141, 2022 | 16 | 2022 |
Showcasing Data Management Challenges for Future IoT Applications with NebulaStream A Lepping, HM Pham, L Mons, B Rueb, A Chaudhary, PM Grulich, ... Proceedings of the VLDB Endowment 16 (12), 3930-3933, 2023 | 11 | 2023 |
Bringing big data into the car: Does it scale? PM Grulich, O Zukunft 2017 International Conference on Big Data Innovations and Applications …, 2017 | 7 | 2017 |