Combining HPC and Big Data Infrastructures in Large-Scale Post-Processing of Simulation Data: A Case Study.
Yu LiXiaohong ZhangAshwin Trikuta SrinathRachel B. GetmanLinh Bao NgoPublished in: PEARC (2018)
Keyphrases
- post processing
- big data
- simulation data
- data management
- data intensive
- cloud computing
- computing infrastructure
- numerical simulations
- massive data
- preprocessing
- social media
- data analysis
- unstructured data
- business intelligence
- big data analytics
- data analytics
- data processing
- data science
- case study
- gene expression data
- high performance computing
- real world
- data warehousing
- fault tolerance
- filtering method
- vast amounts of data
- massive datasets
- data sets
- data mining process
- knowledge discovery
- decision making
- object oriented
- parallel computing
- post processed
- information processing