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TU Berlin

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Publications

D

Efficient and Scalable k‑Means on GPUs

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

Datenbank-Spektrum 18(3), 157-169. 2018

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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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Generating Reproducible Out-of-Order Data Streams

Philipp M. Grulich, Jonas Traub, Sebastian Bress, Asterios Katsifodimos, Volker Markl, Tilmann Rabl

DEBS 2019

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e

Big Data Analytics on Modern Hardware Architectures: A Technology Survey.

Michael Saecker, Volker Markl

eBISS, European Business Intelligence Summer School, Part of the Lecture Notes in Business Information Processing book series (LNBIP) 2012

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E

COCOA: COrrelation COefficient-Aware Data Augmentation

Esmailoghli, Mahdi and Quiané-Ruiz, Jorge-Arnulfo and Abedjan, Ziawash

EDBT 2021

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Automatic Tuning of Read-Time Tolerances for Optimized On-Demand Data-Streaming from Sensor Nodes

Hülsmann, Julius, and Li, Chiao-Yun and Traub, Jonas and Markl, Volker

EDBT 2021

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AdCom: Adaptive Combiner for Streaming Aggregations

Gutierrez, Felipe and Beedkar, Kaustubh and Souza, Abel and Markl, Volker

EDBT 2021

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Automating Data Quality Validation for Dynamic Data Ingestion

Redyuk, Sergey and Kaoudi, Zoi and Markl, Volker and Schelter, Sebastian

EDBT 2021

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Scaling a Public Transport Monitoring System to Internet of Things Infrastructures

Haralampos Gavriilidis, Adrian Michalke, Laura Mons, Steffen Zeuch, Volker Markl

EDBT/ICDT Joint Conference 2020

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Big Data Platforms for Data Analytics

Volker Markl, Vinayak R. Borkar, Matei Zaharia, Till Westmann, Alexander Alexandrov

Encyclopedia of Database Systems, Second Edition. Springer. 2018

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