10 citations · 27 across the 8 of their papers we have counts for
8 papers
Fast Search-By-Classification for Large-Scale Databases Using Index-Aware Decision Trees and Random Forests
Christian Lülf, Denis Mayr Lima Martins, Marcos Antonio Vaz Salles +2
The vast amounts of data collected in various domains pose great challenges to modern data exploration and analysis. To find "interesting" objects in large databases, users typical…
An Evaluation of Intra-Transaction Parallelism in Actor-Relational Database Systems
Vivek Shah, Marcos Antonio Vaz Salles
Over the past decade, we have witnessed a dramatic evolution in main-memory capacity and multi-core parallelism of server hardware. To leverage this hardware potential, multi-core…
Data Management in Microservices: State of the Practice, Challenges, and Research Directions
Rodrigo Laigner, Yongluan Zhou, Marcos Antonio Vaz Salles +2
Microservices have become a popular architectural style for data-driven applications, given their ability to functionally decompose an application into small and autonomous service…
Building Blocks of Sharding Blockchain Systems: Concepts, Approaches, and Open Problems
Yizhong Liu, Jianwei Liu, Marcos Antonio Vaz Salles +5
Sharding is the prevalent approach to breaking the trilemma of simultaneously achieving decentralization, security, and scalability in traditional blockchain systems, which are imp…
Holding a Conference Online and Live due to COVID-19
Angela Bonifati, Giovanna Guerrini, Carsten Lutz +6
The joint EDBT/ICDT conference (International Conference on Extending Database Technology/International Conference on Database Theory) is a well established conference series on da…
Detecting Hardly Visible Roads in Low-Resolution Satellite Time Series Data
Stefan Oehmcke, Christoffer Thrysøe, Andreas Borgstad +3
Massive amounts of satellite data have been gathered over time, holding the potential to unveil a spatiotemporal chronicle of the surface of Earth. These data allow scientists to i…
Actor-Relational Database Systems: A Manifesto
Vivek Shah, Marcos Antonio Vaz Salles
Interactive data-intensive applications are becoming ever more pervasive in domains such as finance, web applications, mobile computing, and Internet of Things. Increasingly, these…
Behavioral Simulations in MapReduce
Guozhang Wang, Marcos Vaz Salles, Benjamin Sowell +5
In many scientific domains, researchers are turning to large-scale behavioral simulations to better understand important real-world phenomena. While there has been a great deal of…