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: SMC (2021)
Keyphrases
- streaming data
- data streams
- high performance computing
- concept drift
- sliding window
- data distribution
- database
- data processing
- evolving data streams
- data stream mining
- incoming data
- anomaly detection
- big data
- file system
- massive data streams
- continuous queries
- stream mining
- image processing
- stream data
- stream processing
- data points
- data streaming
- concept drifting
- mining data streams
- data sets