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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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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

ICDE 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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From Cleaning before ML to Cleaning for ML

Neutatz, Felix and Chen, Binger and Abedjan, Ziawasch and Wu, Eugene

IEEE Data Engineering Bulletin 2021

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Hybrid Evaluation for Distributed Iterative Matrix Computation

Chen, Zihao and Xu, Chen and Soto, Juan and Markl, Volker and Quian, Weining and Zhou, Aoying

SIGMOD 2021 2021

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