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Publications

2021

Agora: Bringing Together Datasets, Algorithms, Models and More in a Unified Ecosystem [Vision]

Traub, Jonas and Kaoudi, Zoi and Quiané-Ruiz, Jorge-Arnulfo and Markl, Volker

SIGMOD Record 2021

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The Power of Nested Parallelism in Big Data Processing – Hitting Three Flies with One Slap

Gévay, Gábor E. and Quiané-Ruiz, Jorge-Arnulfo and Markl, Volker

2021 ACM SIGMOD/PODS International Conference on Management of Data, Xi'an, Shaanxi, China 2021

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COCOA: COrrelation COefficient-Aware Data Augmentation

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

EDBT 2021

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Efficient Control Flow in Dataflow Systems: When Ease-of-Use Meets High Performance

Gévay, Gabor E. and Rabl, Tilmann and Breß, Sebastian and Madai-Tahy, Loránd and Quiané-Ruiz, Jorge-Arnulfo and Markl, Volker

37th IEEE International Conference on Data Engineering, ICDE 2021 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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The Case for Distance-Bounded Spatial Approximations

Eleni Tzirita Zacharatou, Andreas Kipf, Ibrahim Sabek, Varun Pandey, Harish Doraiswamy, Volker Markl

CIDR 2021

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Fast CSV Loading Using GPUs and RDMA for In-Memory Data Processing

Kumaigorodski, Alexander and Lutz, Clemens and Markl, Volker

BTW 2021

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

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

24th International Conferenceon Extending Database TechnologyNicosia, Cyprus, March 23–26, 2021 Proceedings 2021

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