Towards an Understanding of Facets and Exemplars of Big Data Applications
Geoffrey Fox, Shantenu Jha, Judy Qiu, André Luckow · 2014
We study many Big Data applications from a variety of research and commercial areas and suggest a set of characteristic features and possible kernel benchmarks that stress those features for data analytics. We draw conclusions for the hardware and software architectures that are suggested by this analysis.