A Deep Learning-based Prefetching Approach to Enable Scalability for Data-intensive Applications.
Tolga BüyüktanirMehmet S. AktasPublished in: Big Data (2022)
Keyphrases
- deep learning
- prefetching
- response time
- access patterns
- web prefetching
- web caching
- access latency
- unsupervised learning
- web documents
- highly scalable
- unsupervised feature learning
- machine learning
- user perceived latency
- cache replacement
- hit ratio
- web page prediction
- weakly supervised
- mental models
- web objects
- replacement policy
- markov random field
- supervised learning
- input image
- probabilistic model
- training data
- information retrieval