Publications

You can find my academic and professional experience in my CV. Talks are listed below.

2018

2017

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

Text detection in screen images with a Convolutional Neural Network

The Journal of Open Source Software
Use deep learning to find text in screen images. Learned from millions of papers.

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.

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.

2013

Visualization of Varying Hierarchies by Stable Layout of Voronoi Treemaps

Sebastian Schmechel, Jonas Trümper, Dominik Moritz, Jürgen Döllner

Publication of algorithms that I developed for my bachelor thesis.

Use Voronoi tesselation for stable treemaps.

Algorithms for the Visualization of Software System Evolution

My bachelor thesis. Not published due to non disclosure agreement.

Talks

These are talks I have given outside of regular conferences. Want me to give a talk? Send me an email!

2017

Vega-Lite: A Grammar of Interactive Graphics

DeepMind (Google), London

Vega-Lite: A Grammar of Interactive Graphics

City University, London

Vega-Lite: A Grammar of Interactive Graphics

Microsoft, Redmond

Vega-Lite: A Grammar of Interactive Graphics

Turi (Apple), Seattle

Trust, but Verify: Optimistic Visualizations of Approximate Queries for Exploring Big Data

Tableau Research, Seattle

Vega-Lite: A Grammar of Interactive Graphics

OpenVis Conf, Boston

2016

Trust, but Verify: Optimistic Visualizations of Approximate Queries for Exploring Big Data

Database Seminar, Microsoft Research, Redmond

Vega-Lite: A Declarative Format for Visualization

Plotcon, New York City

Voyager: Exploratory Analysis via Faceted Browsing of Visualization Recommendations

SIGGRAPH, Anaheim

2015

Voyager: Exploratory Analysis via Faceted Browsing of Visualization Recommendations

Tableau Research, Seattle