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2022

Triton Join: Efficiently Scaling to a Large Join State on GPUs with Fast Interconnects

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

SIGMOD Conference 2022

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Babelfish: Efficient Execution of Polyglot Queries

Philipp M. Grulich, Steffen Zeuch, Volker Markl

Proc. VLDB Endow. 2022

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Handling Iterations in Distributed Dataflow Systems

Gábor E. Gévay, Juan Soto, Volker Markl

ACM Comput. Surv., 1-38. 2022

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What Is the Price for Joining Securely? Benchmarking Equi-Joins in Trusted Execution Environments

Kajetan Maliszewski, Jorge Arnulfo Quiane Ruiz, Jonas Traub, Volker Markl

Proc. VLDB Endow. 2022

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NuPS: A Parameter Server for Machine Learning with Non-Uniform Parameter Access

Alexander Renz-Wieland, Rainer Gemulla, Zoi Kaoudi, Volker Markl

SIGMOD 2022

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Triton Join: Efficiently Scaling the Operator State on GPUs with Fast Interconnects

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

SIGMOD 2022

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Rethinking Stateful Stream Processing with RDMA

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

SIGMOD 2022

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2021

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

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

SIGMOD Record 2021

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COCOA: COrrelation COefficient-Aware Data Augmentation

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

EDBT 2021

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