Flink-ER: An Elastic Resource-Scheduling Strategy for Processing Fluctuating Mobile Stream Data on Flink.
Ziyang LiJiong YuChen BianYonglin PuYuefei WangYitian ZhangBinglei GuoPublished in: Mob. Inf. Syst. (2020)
Keyphrases
- stream data
- scheduling strategy
- stream processing
- data streams
- continuous queries
- sliding window
- scheduling algorithm
- historical data
- concept drift
- grid computing
- sensor data
- resource allocation
- real time
- network traffic
- resource management
- efficient processing
- round robin
- query optimization
- nearest neighbor
- streaming data
- data structure
- sequential patterns
- knowledge discovery
- decision trees
- data mining
- databases
- database
- historical stream data