Transitioning from file-based HPC workflows to streaming data pipelines with openPMD and ADIOS2.
Franz PoeschelJuncheng EWilliam F. GodoyNorbert PodhorszkiScott KlaskyGreg EisenhauerPhilip E. DavisLipeng WanAna GainaruJunmin GuFabian KollerRené WideraMichael BussmannAxel HueblPublished in: CoRR (2021)
Keyphrases
- streaming data
- data streams
- sliding window
- high performance computing
- concept drift
- data processing
- file system
- data distribution
- evolving data streams
- massive data streams
- data stream mining
- data streaming
- database
- stream data
- streaming time series
- big data
- stream processing
- incoming data
- data management
- continuous queries
- stream mining
- non stationary
- support vector
- learning algorithm
- neural network