Low latency analytics for streaming traffic data with Apache Spark.
Altti Ilari MaaralaMika RautiainenMiikka SalmiSusanna PirttikangasJukka RiekkiPublished in: IEEE BigData (2015)
Keyphrases
- traffic data
- low latency
- stream processing
- continuous query processing
- network traffic
- traffic flow
- travel time
- real time
- road network
- business intelligence
- data processing
- high speed
- data streams
- stream data
- high throughput
- web server
- highly efficient
- streaming data
- continuous queries
- data mining
- multi source
- virtual machine
- data management
- query processing
- data analysis
- databases
- query execution
- cloud computing
- anomaly detection
- computational complexity
- information systems
- intrusion detection
- query optimization