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TU Berlin

Inhalt des Dokuments

Publications

2019

Representations and Optimizations for Embedded Parallel Dataflow Languages

Alexander Alexandrov, Georgi Krastev, Volker Markl

ACM Transactions on Database Systems (TODS 2019) 2019

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Resense: Transparent Record and Replay of Sensor Data in the Internet of Things

Dimitrios Giouroukis, Julius Hülsmann, Janis von Bleichert, Morgan Geldenhuys, Tim Stullich, Felipe Gutierrez, Jonas Traub, Kaustubh Beedkar and Volker Markl

Proceedings of the 22nd International Conferenceon Extending Database Technology 2019

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Analyzing Efficient Stream Processing on Modern Hardware

Steffen Zeuch, Sebastian Breß, Tilmann Rabl, Bonaventura Del Monte, Jeyhun Karimov, Clemens Lutz, Manuel Renz, Jonas Traub, Volker Markl

Proceedings of the VLDB Endowment, 516-530. 2019

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An Intermediate Representation for Optimizing Machine Learning Pipelines

Andreas Kunft, Asterios Katsifodimos, Sebastian Schelter, Sebastian Breß, Tilmann Rabl, Volker Markl

Proceedings of the VLDB Endowment, 1553-1567. 2019

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2020

Distributed Graph Analytics with Datalog Queries in Flink

Muhammad Imran, Gábor Gévay, Volker Markl

LSGDA 2020 - International Workshop on Large Scale Graph Data Analytics 2020

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Rhino: Efficient Management of Very Large Distributed State for Stream Processing Engines

Bonaventura Del Monte, Steffen Zeuch, Tilmann Rabl, Volker Markl

SIGMOD 2020

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Grizzly: Efficient Stream Processing Through Adaptive Query Compilation

Philipp M. Grulich, Sebastian Breß, Steffen Zeuch, Jonas Traub, Janis von Bleichert, Zongxiong Chen, Tilmann Rabl, Volker Markl

SIGMOD 2020

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Pump Up the Volume: Processing Large Data on GPUs with Fast Interconnects

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

SIGMOD 2020

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Demand-based Sensor Data Gathering with Multi-Query Optimization

Julius Hülsmann, Jonas Traub, Volker Markl

VLDB 2020

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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

International Workshop on Very Large Internet of Things (VLIoT) 2020

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