Northstar: An interactive data science system

T Kraska - 2021 - dspace.mit.edu
© 2018 VLDB Endowment. In order to democratize data science, we need to fundamentally
rethink the current analytics stack, from the user interface to the “guts.“Most importantly …

Towards democratizing relational data visualization

N Tang, E Wu, G Li - Proceedings of the 2019 International Conference …, 2019 - dl.acm.org
The problem of data visualization is to transform data into a visual context such that people
can easily understand the significance of data. Nowadays, data visualization becomes …

Database benchmarking for supporting real-time interactive querying of large data

L Battle, P Eichmann, M Angelini, T Catarci… - Proceedings of the …, 2020 - dl.acm.org
In this paper, we present a new benchmark to validate the suitability of database systems for
interactive visualization workloads. While there exist proposals for evaluating database …

[PDF][PDF] Maliva: Using Machine Learning to Rewrite Visualization Queries Under Time Constraints.

Q Bai, S Alsudais, C Li, S Zhao - EDBT, 2023 - openproceedings.org
We consider data-visualization systems where a middleware layer translates a frontend
request to a SQL query to a backend database to compute visual results. We study the …

DashQL--Complete Analysis Workflows with SQL

A Kohn, D Moritz, T Neumann - arXiv preprint arXiv:2306.03714, 2023 - arxiv.org
We present DashQL, a language that describes complete analysis workflows in self-
contained scripts. DashQL combines SQL, the grammar of relational database systems, with …

Linked visualisations via Galois dependencies

R Perera, M Nguyen, T Petricek, M Wang - Proceedings of the ACM on …, 2022 - dl.acm.org
We present new language-based dynamic analysis techniques for linking visualisations and
other structured outputs to data in a fine-grained way, allowing users to explore how data …

Marviq: Quality-Aware Geospatial Visualization of Range-Selection Queries Using Materialization

L Dong, Q Bai, T Kim, T Chen, W Liu, C Li - Proceedings of the 2020 …, 2020 - dl.acm.org
We study the problem of efficient spatial visualization on a large data set stored in a
database using SQL queries with ad-hoc range conditions on numerical attributes, for …

Diel: Interactive visualization beyond the here and now

Y Wu, R Chang, JM Hellerstein… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
Interactive visualization design and research have primarily focused on local data and
synchronous events. However, for more complex use cases-eg, remote database access …

When Provenance Aids and Complicates Reproducibility Judgments

D Koop - arXiv preprint arXiv:2308.06894, 2023 - arxiv.org
It is well-established that the provenance of a scientific result is important, sometimes more
important than the actual result. For computational analyses that involve visualization, this …

CrossIndex: Memory-Friendly and Session-Aware Index for Supporting Crossfilter in Interactive Data Exploration

T Xia, H Zhang, Y Jing, Z He, K Zhang… - … Conference on Database …, 2022 - Springer
Crossfilter, a typical application for interactive data exploration (IDE), is widely used in data
analysis, BI, and other fields. However, with the scale-up of the dataset, the real-time …