BBoxDB streams: scalable processing of multi-dimensional data streams.
Jan Kristof NidzwetzkiRalf Hartmut GütingPublished in: Distributed Parallel Databases (2022)
Keyphrases
- data streams
- multi dimensional
- stream processing
- load shedding
- sliding window
- streaming data
- data stream management systems
- stream mining
- data stream processing
- stream data
- continuous queries
- multi dimensional data
- concept drift
- sensor networks
- continuous data streams
- data stream mining
- limited memory
- real time
- data sets
- data distribution
- sensor data
- data processing
- distributed data streams
- multiple data streams
- incoming data
- range queries
- low latency
- change detection
- massive data streams
- stream processing systems
- disk resident data
- efficient processing
- mining data streams
- index structure
- outlier detection
- heavy hitters
- reservoir sampling
- sequential patterns