SNN-cache: A practical machine learning-based caching system utilizing the inter-relationships of requests.
Youngbin ImPrasanth PrahladanTae Hwan KimYong Geun HongSangtae HaPublished in: CISS (2018)
Keyphrases
- machine learning
- prefetching
- cache replacement
- data access
- semantic caching
- query processing
- web caching
- caching scheme
- user perceived latency
- consistency maintenance
- hit rate
- nearest neighbor
- hit ratio
- proxy servers
- real world
- access patterns
- cache management
- pattern recognition
- theoretical underpinnings
- dynamic content
- data mining
- machine learning methods
- cache hit ratio
- proxy cache
- learning algorithm
- response time
- decision trees
- feature selection
- computer vision
- artificial intelligence
- mobile environments
- support vector machine
- garbage collection
- information extraction
- access latency
- buffer management
- reduce network traffic
- text classification
- machine learning algorithms