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Arnab Phani

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Technische Universität Berlin
Big Data Engineering

Ernst-Reuter-Platz 7, 10587 Berlin
https://www.tu.berlin/en/dams

Arnab Phani BIFOLD researcher
© Phani

Arnab Phani

Doctoral Researcher

Arnab is currently a Ph.D. student in the Electrical Engineering and Computer Science faculty at TU Berlin, Berlin, Germany. He is a member of the DAMS Lab headed by Matthias Boehm. Before joining TU Berlin, he was a Ph.D. student at TU Graz, Austria, and prior to that, he was a Sr. Software Engineer at Teradata Labs, Hyderabad, India.

  • Systems for ML
  • Data Management for Data Science
  • Distributed Data Platforms
  • Database Systems
     

Sebastian Baunsgaard, Matthias Boehm, Kevin Innerebner, Mito Kehayov, Florian Lackner, Olga Ovcharenko, Arnab Phani, Tobias Rieger, David Weissteiner, Sebastian Benjamin Wrede

Federated Data Preparation, Learning, and Debugging in Apache SystemDS

October 17, 2022
https://dl.acm.org/doi/10.1145/3511808.3557162

Arnab Phani, Lukas Erlbacher, Matthias Boehm

UPLIFT: Parallelization Strategies for Feature Transformations in Machine Learning Workloads

July 01, 2022
https://dl.acm.org/doi/abs/10.14778/3551793.3551842

Arnab Phani, Benjamin Rath, Matthias Boehm

LIMA: Fine-grained Lineage Tracing and Reuse in Machine Learning Systems

June 18, 2021
https://doi.org/10.1145/3448016.3452788