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Interactive Systems for Scalable Visualization and Analysis
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.
Falcon: Balancing Interactive Latency and Resolution Sensitivity for Scalable Linked Visualizations
Altair: Interactive Statistical Visualizations for Python
Exploring neighborhoods in large metagenome assembly graphs reveals hidden sequence diversity
Visualizing a Million Time Series with the Density Line Chart
Beyond Heuristics: Learning Visualization Design
Formalizing Visualization Design Knowledge as Constraints: Actionable and Extensible Models in Draco
Value-Suppressing Uncertainty Palettes
Extracting Neighborhood Structure from Very Large DNA Graphs
Text detection in screen images with a Convolutional Neural Network
What Users Don't Expect about Exploratory Data Analysis on Approximate Query Processing Systems
Lessons from Pangloss: User Encounters with Uncertainty
Trust, but Verify: Optimistic Visualizations of Approximate Queries for Exploring Big Data
Voyager 2: Augmenting Visual Analysis with Partial View Specifications
The Myria Big Data Management and Analytics System and Cloud Service
Vega-Lite: A Grammar of Interactive Graphics
SQLShare: Results from a Multi-Year SQL-as-a-Service Experiment
Towards A General-Purpose Query Language for Visualization Recommendation
High Variety Cloud Databases
Dynamic Client-Server Optimization for Scalable Interactive Visualization on the Web
Voyager: Exploratory Analysis via Faceted Browsing of Visualization Recommendations
Perfopticon: Visual Query Analysis for Distributed Databases
Visualization of dataflow and distributed execution in Myria. Influenced the design of the Distributed Dask web interface.
Demonstration of the Myria Big Data Management Service
Demo paper about the Myria system.
Visualization of Varying Hierarchies by Stable Layout of Voronoi Treemaps
Publication of algorithms that I developed for my bachelor thesis.
Algorithms for the Visualization of Software System Evolution
My bachelor thesis. Not publicly available due to non-disclosure agreement.