Publications

2020

Database Benchmarking for Supporting Real-Time Interactive Querying of Large Data

Leilani Battle, Philipp Eichmann, Marco Angelini, Tiziana Catarci, Giuseppe Santucci, Yukun Zheng, Carsten Binnig, Jean-Daniel Fekete, Dominik Moritz
SIGMOD in Portland 2020

Dziban: Balancing Agency & Automation in Visualization Design via Anchored Recommendations

mage: Fluid Moves Between Code and Graphical Work in Computational Notebooks

Exploring neighborhoods in large metagenome assembly graphs reveals hidden sequence diversity

C. Titus Brown, Dominik Moritz, Michael O'Brien, Felix Reidl, Taylor Reiter, Blair D. Sullivan
Genome Biology 2020

2019

Falcon: Balancing Interactive Latency and Resolution Sensitivity for Scalable Linked Visualizations

Advances in Visualization of Big Data

Chapter of the book “Managing Heterogeneous Data and Polystore Databases” edited by Vijay Gadepally, Sam Madden, Michael Stonebraker and to be published by MIT Press.

Interactive Systems for Scalable Visualization and Analysis

Dominik’s PhD thesis.

2018

Altair: Interactive Statistical Visualizations for Python

Jacob VanderPlas, Brian E. Granger, Jeffrey Heer, Dominik Moritz, Kanit Wongsuphasawat, Arvind Satyanarayan, Eitan Lees, Ilia Timofeev, Ben Welsh, Scott Sievert

Visualizing a Million Time Series with the Density Line Chart

arXiv 2018

2017

What Users Don't Expect about Exploratory Data Analysis on Approximate Query Processing Systems

Traditional exploratory visualization systems fail when the database is approximate.
Distinguished Long Talk

The Myria Big Data Management and Analytics System and Cloud Service

Jingjing Wang, Tobin Baker, Magdalena Balazinska, Daniel Halperin, Brandon Haynes, Bill Howe, Dylan Hutchison, Shrainik Jain, Ryan Maas, Parmita Mehta, Dominik Moritz, Brandon Myers, Jennifer Ortiz, Dan Suciu, Andrew Whitaker, Shengliang Xu
Myria is a distributed DB for data science.

Extracting Neighborhood Structure from Very Large DNA Graphs

C. Titus Brown, Dominik Moritz, Michael P. O'Brien, Felix Reidl, Blair D. Sullivan
SIAM Workshop on Network Science 2017

2016

High Variety Cloud Databases

ICDE 2016

2015

Perfopticon: Visual Query Analysis for Distributed Databases

Visualization of dataflow and distributed execution in Myria. Influenced the design of the Distributed Dask web interface.

Visual performance debugging for queries in distributed database systems.

2014

Demonstration of the Myria Big Data Management Service

Daniel Halperin, Victor Teixeira de Almeida, Lee Lee Choo, Shumo Chu, Paraschos Koutris, Dominik Moritz, Jennifer Ortiz, Vaspol Ruamviboonsuk, Jingjing Wang, Andrew Whitaker, Shengliang Xu, Magdalena Balazinska, Bill Howe, Dan Suciu

Demo paper about the Myria system.