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Inhalt des Dokuments

Publications

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2021

Enforcing Constraints for Machine Learning Systems via Declarative Feature Selection: An Experimental Study [29]

Felix Neutatz, Felix Bießmann, Ziawasch Abedjan

SIGMOD 2021

Download Bibtex entry [30]

Expand your Training Limits! Generating Training Data for ML-based Data Management [31]

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

SIGMOD 2021

Download Bibtex entry [32]

2020

Distributed Graph Analytics with Datalog Queries in Flink [33]

Muhammad Imran, Gábor E. Gévay, Volker Markl

LSGDA 2020

Download Bibtex entry [34]

Scotty: General and Efficient Open-Source Window Aggregation for Stream Processing Systems [35]

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 [36]

Rhino: Efficient Management of Very Large Distributed State for Stream Processing Engines [37]

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

SIGMOD 2020

Download Bibtex entry [38]

Grizzly: Efficient Stream Processing Through Adaptive Query Compilation [39]

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

SIGMOD 2020

Download Bibtex entry [40]

Pump Up the Volume: Processing Large Data on GPUs with Fast Interconnects [41]

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

SIGMOD 2020

Download Bibtex entry [42]

Demand-based Sensor Data Gathering with Multi-Query Optimization [43]

Julius Hülsmann, Jonas Traub, Volker Markl

VLDB 2020

Download Bibtex entry [44]

Rethink Message Brokers on RDMA and NVM [45]

Hendrik Makait

SIGMOD 2020

Download Bibtex entry [46]

NebulaStream: Complex Analytics Beyond the Cloud [47]

Steffen Zeuch, Eleni Tzirita Zacharatou, Shuhao Zhang, Xenofon Chatziliadis, Ankit Chaudhary, Bonaventura DelMonte, Philipp M. Grulich, Dimitrios Giouroukis, Ariane Ziehn, Volker Markl

International Workshop on Very Large Internet of Things (VLIoT) 2020

Download Bibtex entry [48]

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[74]
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