Quality Analysis and Verification of Data-Intensive Applications

Data-intensive applications, MapReduce, large-scale distributed platforms, grid, cloud computing, intermediate data management, Hadoop, HDFS, BlobSeer, high

Keywords: time series, subsequence similarity search, dynamic time warping, parallel algorithm, OpenMP, vectorization, Intel Xeon Phi Knights Landing..

data-intensive applications presents little locality in computing, and reduced data reuse with very large datasets, for which standard memory hierarchy are inefficient.

This work describes a method for rich user interface development for data-intensive Web applications based on OWL2 ontologies, which applies model-driven engineering to derive a

Keywords: Hybrid functional Petri net with extension, parameter esti- mation, data assimilation, particle filter, model checking, temporal logic..

Keywords: vine water stress, functional data analysis, ontology, expert knowledge, grape quality, regression tree, temporal