Arnab Phani

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 6

Top Topics

Supervised Learning

Machine Learning

Congestion Control

Top Venues

Proc. VLDB Endow.

Publications

Arnab Phani, Lukas Erlbacher, Matthias Boehm
UPLIFT: Parallelization Strategies for Feature Transformations in Machine Learning Workloads. Proc. VLDB Endow. 15 (11) (2022)
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. CIKM (2022)
Arnab Phani, Benjamin Rath, Matthias Boehm
LIMA: Fine-grained Lineage Tracing and Reuse in Machine Learning Systems. SIGMOD Conference (2021)
Matthias Boehm, Iulian Antonov, Sebastian Baunsgaard, Mark Dokter, Robert Ginthör, Kevin Innerebner, Florijan Klezin, Stefanie N. Lindstaedt, Arnab Phani, Benjamin Rath, Berthold Reinwald, Shafaq Siddiqui, Sebastian Benjamin Wrede
SystemDS: A Declarative Machine Learning System for the End-to-End Data Science Lifecycle. CIDR (2020)
Matthias Boehm, Iulian Antonov, Mark Dokter, Robert Ginthör, Kevin Innerebner, Florijan Klezin, Stefanie N. Lindstaedt, Arnab Phani, Benjamin Rath
SystemDS: A Declarative Machine Learning System for the End-to-End Data Science Lifecycle. CoRR (2019)
R. K. N. Sai Krishna, Chandrasekhar Tekur, Arnab Phani
RepliSmart: A Smart Replication framework for optimal query throughput in read-heavy environments. COMAD/CODS (2019)