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Publications

2020

NebulaStream: Complex Analytics Beyond the Cloud

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

VLIoT 2020

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ML-based Cross-Platform Query Optimization

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

ICDE 2020

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Optimizing Machine Learning Workloads in Collaborative Environments

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

SIGMOD 2020

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

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

DEBS 2020

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Secure Data Processing at Scale

Kajetan Maliszewski

VLDB 2020 PhD Workshop 2020

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Tunable Streaming Graph Embeddings at Scale

Serafeim Papadias

VLDB 2020 PhD Workshop 2020

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Governor: Operator Placement for a Unified Fog-Cloud Environment

Ankit Chaudhary, Steffen Zeuch, Volker Markl

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

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Towards Unsupervised Data Quality Validation on Dynamic Data

Sergey Redyuk, Volker Markl, Sebastian Schelter

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

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Disco: Efficient Distributed Window Aggregation

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

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