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Publications

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2020

NebulaStream: Complex Analytics Beyond the Cloud [30]

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

VLIoT 2020

Download Bibtex entry [31]

ML-based Cross-Platform Query Optimization [32]

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

ICDE 2020

Download Bibtex entry [33]

Optimizing Machine Learning Workloads in Collaborative Environments [34]

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

SIGMOD 2020

Download Bibtex entry [35]

A Survey of Adaptive Sampling and Filtering Algorithms for the Internet of Things [36]

Dimitrios Giouroukis, Alexander Dadiani, Jonas Traub, Steffen Zeuch, Volker Markl

DEBS 2020

Download Bibtex entry [37]

Complex Event Processing for the Internet of Things [38]

Ariane Ziehn

VLDB 2020 PhD Workshop 2020

Download Bibtex entry [39]

Secure Data Processing at Scale [40]

Kajetan Maliszewski

VLDB 2020 PhD Workshop 2020

Download Bibtex entry [41]

Tunable Streaming Graph Embeddings at Scale [42]

Serafeim Papadias

VLDB 2020 PhD Workshop 2020

Download Bibtex entry [43]

Governor: Operator Placement for a Unified Fog-Cloud Environment [44]

Ankit Chaudhary, Steffen Zeuch, Volker Markl

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

Download Bibtex entry [45]

Towards Unsupervised Data Quality Validation on Dynamic Data [46]

Sergey Redyuk, Volker Markl, Sebastian Schelter

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

Download Bibtex entry [47]

Disco: Efficient Distributed Window Aggregation [48]

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

Download Bibtex entry [49]

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