Exploratory Data Science
over Raw Data

Publications

 

2020

Optimizing Machine Learning Workloads in Collaborative Environments.
SIGMOD 2020.

Behrouz Derakhshan, Alireza Rezaei Mahdiraji, Ziawasch Abedjan, Tilmann Rabl, Volker Markl

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 Lindstaedt, Arnab Phani, Benjamin Rath

The NebulaStream Platform: Data and Application Management for the Internet of Things.
CIDR 2020.

Steffen Zeuch, Ankit Chaudhary, Bonaventura Del Monte, Haralampos Gavriilidis,
Dimitrios Giouroukis, Philipp M. Grulich, Sebastian Breß, Jonas Traub, Volker Markl

2019

AJoin: Ad-hoc Stream Joins at Scale.
VLDB 2019.

Jeyhun Karimov, Tilmann Rabl, Volker Markl