Dr. Arvid Heise

Former PhD student

Research Activities

Cloud Computing
Parallel and Declarative Data Cleansing
MapReduce with Hadoop

Publications

A Hybrid Approach for Efficient Unique Column Combination Discovery. Papenbrock, Thorsten; Naumann, Felix (2017). 195–204.

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Progressive Duplicate Detection. Papenbrock, Thorsten; Heise, Arvid; Naumann, Felix in IEEE Transactions on Knowledge and Data Engineering (TKDE) (2015). 27(5) 1316–1329.

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SOFA: An Extensible Logical Optimizer for UDF-heavy Data Flows. Rheinländer, Astrid; Heise, Arvid; Hueske, Fabian; Leser, Ulf; Naumann, Felix in Information Systems (2015). 52 96–125.

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Estimating the Number and Sizes of Fuzzy-Duplicate Clusters. Heise, Arvid; Kasneci, Gjergji; Naumann, Felix (2014). 959–968.

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The Stratosphere Platform for Big Data Analytics. Alexandrov, Alexander; Bergmann, Rico; Ewen, Stephan; Freytag, Johann-Christoph; Hueske, Fabian; Heise, Arvid; Kao, Odej; Leich, Marcus; Leser, Ulf; Markl, Volker; Naumann, Felix; Peters, Mathias; Rheinländer, Astrid; Sax, Matthias J.; Schelter, Sebastian; Höger, Mareike; Tzoumas, Kostas; Warneke, Daniel in The VLDB Journal (2014). 23(6) 939–964.

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Versatile optimization of UDF-heavy data flows with SOFA (demo). Rheinländer, Astrid; Beckmann, Martin; Kunkel, Anja; Heise, Arvid; Stoltmann, Thomas; Leser, Ulf (2014). 685–688.

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Reach for Gold: An Annealing Standard to Evaluate Duplicate Detection Results. Vogel, Tobias; Heise, Arvid; Draisbach, Uwe; Lange, Dustin; Naumann, Felix in JDIQ (2014). 5(1-2)

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Applying Stratosphere for Big Data Analytics. Leich, Marcus; Adamek, Jochen; Schubotz, Moritz; Heise, Arvid; Rheinlander, Astrid; Markl, Volker (2013).

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Scalable Discovery of Unique Column Combinations. Heise, Arvid; Quiane-Ruiz, Jorge-Arnulfo; Abedjan, Ziawasch; Jentzsch, Anja; Naumann, Felix (2013).

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SOFA: An Extensible Logical Optimizer for UDF-heavy Dataflows Rheinländer, Astrid; Heise, Arvid; Hueske, Fabian; Leser, Ulf; Naumann, Felix (2013). (Vol. abs/1311.6335)

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Meteor/Sopremo: An Extensible Query Language and Operator Model. Heise, Arvid; Rheinländer, Astrid; Leich, Marcus; Leser, Ulf; Naumann, Felix (2012).

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GovWILD: Integrating Open Government Data for Transparency (demo). Böhm, Christoph; Freitag, Markus; Heise, Arvid; Lehmann, Claudia; Mascher, Andrina; Naumann, Felix; Hernandez, Mauricio; Ercegovac, Vuk; Haase, Peter (2012).

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Integrating Open Government Data with Stratosphere for more Transparency. Heise, Arvid; Naumann, Felix in Web Semantics: Science, Services and Agents on the World Wide Web (2012). 14(1) 45–56.

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Dr. Arvid Heise

Research Activities

Publications

Chair

News

06.09.2024 | Congratulations Dr. Phillip Wenig

06.09.2024 | Congratulations Dr. Mazhar Hameed!

16.07.2024 | Congratulations Dr. Leon Bornemann-Paulus!

23.05.2024 | Paper accepted at NLDB 2024

29.04.2024 | Paper accepted at ITISE 2024

Project highlights

People and open positions