3 papers
cs.DC2021
Machine Learning for Performance Prediction of Spark Cloud Applications
Alexandre Maros, Fabricio Murai, Ana Paula Couto da Silva +5
Big data applications and analytics are employed in many sectors for a variety of goals: improving customers satisfaction, predicting market behavior or improving processes in publ…
cs.DC2017
A Game-Theoretic Approach for Runtime Capacity Allocation in MapReduce
Eugenio Gianniti, Danilo Ardagna, Michele Ciavotta +1
Nowadays many companies have available large amounts of raw, unstructured data. Among Big Data enabling technologies, a central place is held by the MapReduce framework and, in par…
cs.DC2016
D-SPACE4Cloud: A Design Tool for Big Data Applications
Michele Ciavotta, Eugenio Gianniti, Danilo Ardagna
The last years have seen a steep rise in data generation worldwide, with the development and widespread adoption of several software projects targeting the Big Data paradigm. Many…