Exploratory Data Science
on Raw Data

Veröffentlichungen

 

2020

A Survey of Adaptive Sampling and Filtering Algorithms for the Internet of Things.
DEBS 2020.

Dimitrios Giouroukis, Alexander Dadiani, Jonas Traub, Steffen Zeuch, Volker Markl

Grizzly: Efficient Stream Processing Through Adaptive Query Compilation.
SIGMOD 2020.

Philipp M. Grulich, Sebastian Breß, Steffen Zeuch, Jonas Traub, Janis von Bleichert, Zongxiong Chen, Tilmann Rabl, Volker Markl

Rhino: Efficient Management of Very Large Distributed State for Stream Processing Engines.
SIGMOD 2020.

Bonaventura Del Monte, Steffen Zeuch, Tilmann Rabl, Volker Markl

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