47 citations · 135 across the 8 of their papers we have counts for
8 papers
Correlation Sketches for Approximate Join-Correlation Queries
Aécio Santos, Aline Bessa, Fernando Chirigati +2
The increasing availability of structured datasets, from Web tables and open-data portals to enterprise data, opens up opportunities~to enrich analytics and improve machine learnin…
Auctus: A Dataset Search Engine for Data Augmentation
Sonia Castelo, Rémi Rampin, Aécio Santos +3
The large volumes of structured data currently available, from Web tables to open-data portals and enterprise data, open up new opportunities for progress in answering many importa…
ReproServer: Making Reproducibility Easier and Less Intensive
Remi Rampin, Fernando Chirigati, Vicky Steeves +1
Reproducibility in the computational sciences has been stymied because of the complex and rapidly changing computational environments in which modern research takes place. While ma…
A Collaborative Approach to Computational Reproducibility
Fernando Chirigati, Rebecca Capone, Dennis Shasha +2
Although a standard in natural science, reproducibility has been only episodically applied in experimental computer science. Scientific papers often present a large number of table…
Reproducible experiments on dynamic resource allocation in cloud data centers
Andreas Wolke, Martin Bichler, Fernando Chirigati +1
In Wolke et al. [1] we compare the efficiency of different resource allocation strategies experimentally. We focused on dynamic environments where virtual machines need to be alloc…
Data Polygamy: The Many-Many Relationships among Urban Spatio-Temporal Data Sets
Fernando Chirigati, Harish Doraiswamy, Theodoros Damoulas +1
The increasing ability to collect data from urban environments, coupled with a push towards openness by governments, has resulted in the availability of numerous spatio-temporal da…
YesWorkflow: A User-Oriented, Language-Independent Tool for Recovering Workflow Information from Scripts
Timothy McPhillips, Tianhong Song, Tyler Kolisnik +17
Scientific workflow management systems offer features for composing complex computational pipelines from modular building blocks, for executing the resulting automated workflows, a…
A model project for reproducible papers: critical temperature for the Ising model on a square lattice
M. Dolfi, J. Gukelberger, A. Hehn +8
In this paper we present a simple, yet typical simulation in statistical physics, consisting of large scale Monte Carlo simulations followed by an involved statistical analysis of…