Static Load Balancing of Parallel Mining of Frequent Itemsets Using Reservoir Sampling.
Robert KesslPublished in: MLDM (2011)
Keyphrases
- load balancing
- dynamic load balancing
- mining of frequent itemsets
- parallel query processing
- load balancing strategy
- load balance
- reservoir sampling
- parallel database systems
- data streams
- data skew
- distributed systems
- mining frequent itemsets
- load balancing strategies
- pc cluster
- sampling algorithm
- peer to peer
- random sampling
- fixed size
- inter processor communication
- data partitioning
- grid computing
- parallel processing
- concept drift
- frequent itemsets
- response time
- data analysis
- database systems
- machine learning
- data sets
- database