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TU Berlin

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Publications

E

COCOA: COrrelation COefficient-Aware Data Augmentation

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

EDBT 2021

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AdCom: Adaptive Combiner for Streaming Aggregations

Felipe Gutierrez, Kaustubh Beedkar, Abel Souza, Volker Markl

EDBT 2021

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Automating Data Quality Validation for Dynamic Data Ingestion

Sergey Redyuk, Zoi Kaoudi, Volker Markl, Sebastian Schelter

EDBT 2021

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GeoBlocks: A Query-Cache Accelerated Data Structure for Spatial Aggregation over Polygons

Christian Winter, Andreas Kipf, Christoph Anneser, Eleni Tzirita Zacharatou, Thomas Neumann, Alfons Kemper

EDBT 2021

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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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D

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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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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Continuous Training and Deployment of Deep Learning Models

Ioannis Prapas, Behrouz Derakhshan, Alireza Rezaei Mahdiraji, Volker Markl

Datenbank Spektrum 2021

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