Informed Prefetching in I/O Bounded Distributed Deep Learning.
Xiaojun RuanHaiquan ChenPublished in: IPDPS Workshops (2021)
Keyphrases
- deep learning
- prefetching
- response time
- disk array
- access patterns
- buffer pool
- web prefetching
- web caching
- hit rate
- cache misses
- access latency
- unsupervised learning
- unsupervised feature learning
- replacement policy
- machine learning
- web page prediction
- user perceived latency
- web documents
- distributed systems
- weakly supervised
- peer to peer
- hit ratio
- mental models
- image segmentation
- main memory
- prediction accuracy
- data mining