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Publications

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2021

Parallelizing Intra-Window Join on Multicores: An Experimental Study [30]

Shuhao Zhang, Yancan Mao, Jiong He, Philipp Grulich, Steffen Zeuch, Bingsheng He, Richard Ma, Volker Markl

SIGMOD 2021

Download Bibtex entry [31]

Enforcing Constraints for Machine Learning Systems via Declarative Feature Selection: An Experimental Study [32]

Felix Neutatz, Felix Bießmann, Ziawasch Abedjan

SIGMOD 2021

Download Bibtex entry [33]

Expand your Training Limits! Generating Training Data for ML-based Data Management [34]

Francesco Ventura, Zoi Kaoudi, Jorge Arnulfo Quiane Ruiz, Volker Markl

SIGMOD 2021

Download Bibtex entry [35]

2020

Distributed Graph Analytics with Datalog Queries in Flink [36]

Muhammad Imran, Gábor E. Gévay, Volker Markl

LSGDA 2020

Download Bibtex entry [37]

Scotty: General and Efficient Open-Source Window Aggregation for Stream Processing Systems [38]

Jonas Traub, Philipp Marian Grulich, Alejandro Rodríguez Cuéllar, Sebastian Bress, Asterios Katsifodimos, Tilmann Rabl, Volker Markl

ACM Transactions on Database Systems 2020

Download Bibtex entry [39]

Rhino: Efficient Management of Very Large Distributed State for Stream Processing Engines [40]

Bonaventura Del Monte, Steffen Zeuch, Tilmann Rabl, Volker Markl

SIGMOD 2020

Download Bibtex entry [41]

Grizzly: Efficient Stream Processing Through Adaptive Query Compilation [42]

Philipp M. Grulich, Sebastian Breß, Steffen Zeuch, Jonas Traub, Janis von Bleichert, Zongxiong Chen, Tilmann Rabl, Volker Markl

SIGMOD 2020

Download Bibtex entry [43]

Pump Up the Volume: Processing Large Data on GPUs with Fast Interconnects [44]

Clemens Lutz, Sebastian Breß, Steffen Zeuch, Tilmann Rabl, Volker Markl

SIGMOD 2020

Download Bibtex entry [45]

Demand-based Sensor Data Gathering with Multi-Query Optimization [46]

Julius Hülsmann, Jonas Traub, Volker Markl

Proc. VLDB Endow., 2801-2804. 2020

Download Bibtex entry [47]

Rethink Message Brokers on RDMA and NVM [48]

Hendrik Makait

SIGMOD 2020

Download Bibtex entry [49]

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