Learning Forward Reuse Distance

Understand

Caching techniques are widely used in the era of cloud computing from applications, such as Web caches to infrastructures, Memcached and memory caches in computer architectures.

• Prediction of cached data can greatly help improve cache management and performance.
• The recent advancement of deep learning techniques enables the design of novel intelligent cache replacement policies.
• In this work, we propose a learning-aided approach to predict future data accesses.