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TU Berlin

Inhalt des Dokuments

Publications

2022

Materialization and Reuse Optimizations for Production Data Science Pipelines, SIGMOD 2022, to Appear

Behrouz Derakhshan, Alireza Rezaei Mahdiraji, Zoi Kaoudi, 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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