Learning to Cache and Caching to Learn: Regret Analysis of Caching Algorithms.
Archana BuraDesik RengarajanDileep M. KalathilSrinivas ShakkottaiJean-François Chamberland-TremblayPublished in: CoRR (2020)
Keyphrases
- learning algorithm
- online learning
- prefetching
- noise tolerant
- online algorithms
- data access
- learning process
- learning tasks
- learning rules
- cache replacement
- cache management
- active learning
- hit rate
- learning models
- main memory
- response time
- query processing
- access latency
- caching scheme
- consistency maintenance
- dynamic content
- replacement policy
- function approximators
- loss function
- data structure
- reinforcement learning