Description

Hyperstream is a large-scale, flexible and robust software package for processing streaming data. Hyperstream overcomes the limitations of other computational engines and provides high-level interfaces to execute complex nesting, fusion, and prediction both in online and offline forms in streaming environments. Although developed specifically for SPHERE, Hyperstream is a general purpose tool that is well-suited for the design, development, and deployment of algorithms and predictive models in a wide space of sequential predictive problems. This software has been designed from the outset to be domain-independent, in order to provide maximum value to the wider community. Key aspects of the software include the capability to create complex interlinked workflows, and a computational engine that is designed to be "compute-on-request", meaning that no unnecessary resources are used.