Monitoring Big Data Streams Using Data Stream Management Systems: Industrial Needs, Challenges, and Improvements.
Ahmad AlzghoulPublished in: Adv. Oper. Res. (2023)
Keyphrases
- big data
- data stream management systems
- data streams
- continuous queries
- data stream mining
- health informatics
- data intensive
- cloud computing
- big data analytics
- data analytics
- stream mining
- data management
- data analysis
- real time
- unstructured data
- business intelligence
- data processing
- social media
- high volume
- data warehousing
- knowledge discovery
- vast amounts of data
- query optimization
- query processing
- data sets
- streaming data
- data science
- massive datasets
- case study
- real world
- stream processing
- high dimensional
- relational databases
- efficient processing
- sliding window
- database
- business analytics
- decision making
- database systems
- stream data
- scheduling algorithm
- decision support