8 citations · 9 across the 6 of their papers we have counts for
6 papers
RapidEarth: A Search-by-Classification Engine for Large-Scale Geospatial Imagery
Christian Lülf, Denis Mayr Lima Martins, Marcos Antonio Vaz Salles +2
Data exploration and analysis in various domains often necessitate the search for specific objects in massive databases. A common search strategy, often known as search-by-classifi…
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…
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…
Integrative Dynamic Reconfiguration in a Parallel Stream Processing Engine
Kasper Grud Skat Madsen, Yongluan Zhou, Jianneng Cao
Load balancing, operator instance collocations and horizontal scaling are critical issues in Parallel Stream Processing Engines to achieve low data processing latency, optimized cl…
Lifetime-Based Memory Management for Distributed Data Processing Systems
Lu Lu, Xuanhua Shi, Yongluan Zhou +5
In-memory caching of intermediate data and eager combining of data in shuffle buffers have been shown to be very effective in minimizing the re-computation and I/O cost in distribu…
Tolerating Correlated Failures in Massively Parallel Stream Processing Engines
Li Su, Yongluan Zhou
Fault-tolerance techniques for stream processing engines can be categorized into passive and active approaches. A typical passive approach periodically checkpoints a processing tas…