A hybrid intelligent system to improve predictive accuracy for cache prefetching.
Sohail SarwarZia Ul-QayyumOwais Ahmed MalikPublished in: Expert Syst. Appl. (2012)
Keyphrases
- prefetching
- predictive accuracy
- response time
- hit rate
- access patterns
- web caching
- user perceived latency
- cache replacement
- access latency
- decision trees
- caching scheme
- hybrid intelligent systems
- web documents
- web prefetching
- machine learning algorithms
- prediction accuracy
- hit ratio
- classification rules
- disk array
- proxy cache
- artificial intelligence
- replacement policy
- soft computing
- information retrieval
- rule sets
- knowledge discovery
- cache misses
- genetic algorithm
- neural network
- real world
- data structure
- knowledge base
- evolutionary algorithm
- association rules