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Publications

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2020

Rhino: Efficient Management of Very Large Distributed State for Stream Processing Engines [24]

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

SIGMOD 2020

Link to publication [25] Download Bibtex entry [26]

Grizzly: Efficient Stream Processing Through Adaptive Query Compilation [27]

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

SIGMOD 2020

Link to publication [28] Download Bibtex entry [29]

Pump Up the Volume: Processing Large Data on GPUs with Fast Interconnects [30]

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

SIGMODS 2020

Link to publication [31] Download Bibtex entry [32]

ML-based Cross-Platform Query Optimization [33]

Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Bertty Contreras-Rojas, Rodrigo Pardo-Meza, Anis Troudi, Sanjay Chawla

ICDE 2020

Link to publication [34] Download Bibtex entry [35]

Optimizing Machine Learning Workloads in Collaborative Environments [36]

Behrouz Derakhshan, Alireza Rezaei Mahdiraji, Ziawasch Abedjan,Tilmann Rabl, Volker Markl

SIGMOD 2020

Link to publication [37] Download Bibtex entry [38]

Governor: Operator Placement for a Unified Fog-Cloud Environment [39]

Ankit Chaudhary, Steffen Zeuch, Volker Markl

to be published in Proceedings of the 23rd International Conference on Extending Database Technology (EDBT) 2020

Link to publication [40] Download Bibtex entry [41]

Towards Unsupervised Data Quality Validation on Dynamic Data [42]

Sergey Redyuk, Volker Markl, Sebastian Schelter

to be presented at International Workshop on Explainability for Trustworthy ML Pipelines (ETMLP) 2020

Link to publication [43] Download Bibtex entry [44]

Disco: Efficient Distributed Window Aggregation [45]

Lawrence Benson, Philipp Grulich, Steffen Zeuch, Volker Markl, Tilmann Rabl

to be published in Proceedings of the 23rd International Conference on Extending Database Technology (EDBT) 2020

Link to publication [46] Download Bibtex entry [47]

The NebulaStream Platform: Data and Application Management for the Internet of Things [48]

Steffen Zeuch, Ankit Chaudhary, Bonaventura Del Monte, Haralampos Gavriilidis, Dimitrios Giouroukis, Philipp M. Grulich, Sebastian Breß, Jonas Traub, Volker Markl

Conference on Innovative Data Systems Research (CIDR 2020) 2020

Download Bibtex entry [49]

Dynamic Parameter Allocation in Parameter Servers [50]

Alexander Renz-Wieland, Rainer Gemulla, Steffen Zeuch, Volker Markl

arXiv:2002.00655 2020

Download Bibtex entry [51]

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