StreamMLOps: Operationalizing Online Learning for Big Data Streaming & Real-Time Applications.
Mariam BarryJacob MontielAlbert BifetSameer WadkarNikolay ManchevMax HalfordRaja ChikySaad El JaouhariKatherine B. ShakmanJoudi Al FehailyFabrice Le DeitVinh-Thuy TranEric GuerizecPublished in: ICDE (2023)
Keyphrases
- big data
- online learning
- real time
- high volume
- big data analytics
- data analysis
- cloud computing
- data intensive
- data visualization
- business intelligence
- vast amounts of data
- unstructured data
- data processing
- social media
- e learning
- data management
- knowledge discovery
- data science
- data warehousing
- business analytics
- databases
- massive datasets
- data streams
- commodity hardware
- massive data
- predictive modeling
- information retrieval
- decision making
- health informatics
- data driven decision making
- data analytics
- case study
- information technology
- database
- active learning
- decision support system