ARIMA time series modeling and forecasting for adaptive I/O prefetching.
Nancy TranDaniel A. ReedPublished in: ICS (2001)
Keyphrases
- prefetching
- arima model
- exponential smoothing
- response time
- short term
- access patterns
- disk array
- moving average
- autoregressive integrated moving average
- replacement policy
- hit rate
- web caching
- web prefetching
- cache misses
- user perceived latency
- web documents
- web page prediction
- hit ratio
- access latency
- autoregressive
- caching scheme
- buffer pool
- web objects
- cache replacement
- hybrid model
- demand forecasting
- support vector regression
- prediction model
- data access
- forecasting accuracy
- main memory
- web logs
- long term