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I

Scalable Detection of Concept Drifts on Data Streams with Parallel Adaptive Windowing [29]

Philipp M. Grulich, René Saitenmacher, Jonas Traub, Sebastian Breß, Tilmann Rabl, Volker Markl

International Conference on Extending Database Technology (EDBT 2018). 2018, 477-480. 2018

Download Bibtex entry [30]

Bridging the Gap: Towards Optimization Across Linear and Relational Algebra [31]

Andreas Kunft Alexander Alexandrov Asterios Katsifodimos Volker Markl

International Workshop on Algorithms and Systems for MapReduce and Beyond (BeyondMR), in conjunction with SIGMOD/PODS in San Francisco 2016

Download Bibtex entry [32]

NebulaStream: Complex Analytics Beyond the Cloud [33]

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 [34]

i

A distributed data exchange engine for polystores [35]

Abdulrahman Kaitoua, Tilmann Rabl, Volker Markl

it - Information Technology 2020

Download Bibtex entry [36]

J

Sharing hash codes for multiple purposes [37]

Wiktor Pronobis, Danny Panknin, Johannes Kirschnick, Vignesh Srinivasan, Wojciech Samek, Volker Markl, Manohar Kaul, Klaus-Robert Müller, Shinichi Nakajima

Japanese Journal of Statistics and Data Science, 215–246. 2018

Download Bibtex entry [38]

Cost-Based Predictive Spatiotemporal Join [39]

Wook-Shin Han, Jaehwa Kim, Byung Suk Lee, Yufei Tao, Ralf Rantzau, Volker Markl

Journal IEEE Transactions on Knowledge and Data Engineering., 220-233. 2009

Download Bibtex entry [40]

L

Distributed Graph Analytics with Datalog Queries in Flink [41]

Muhammad Imran, Gábor E. Gévay, Volker Markl

LSGDA 2020

Download Bibtex entry [42]

M

Distributed Machine Learning - but at what COST? [43]

Christoph Boden, Tilmann Rabl, Volker Markl

ML Systems Workshop@ NIPS2017 2017

Download Bibtex entry [44]

N

PEEL: A Framework for benchmarking distributed systems and algorithms [45]

Christoph Boden, Alexander Alexandrov, Andreas Kunft, Tilmann Rabl, Volker Markl

Ninth TPC Technology Conference on Performance Evaluation & Benchmarking (TPCTC 2017) @VLDB 2017 2017

Download Bibtex entry [46]

P

Benchmarking Distributed Data Processing Systems for Machine Learning Workloads [47]

Christoph Boden, Tilmann Rabl, Sebastian Schelter, Volker Markl

Performance Evaluation and Benchmarking for the Era of Artificial Intelligence - 10th TPC Technology Conference, TPCTC 2018 2018

Download Bibtex entry [48]

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