Invention Grant
- Patent Title: Systems and methods for managing cache replacement with machine learning
-
Application No.: US16263690Application Date: 2019-01-31
-
Publication No.: US10558583B1Publication Date: 2020-02-11
- Inventor: Giri Narasimhan , Giuseppe Vietri , Wendy A. Martinez
- Applicant: Giri Narasimhan , Giuseppe Vietri , Wendy A. Martinez
- Applicant Address: US FL Miami
- Assignee: The Florida International University Board of Trustees
- Current Assignee: The Florida International University Board of Trustees
- Current Assignee Address: US FL Miami
- Agency: Saliwanchik, Lloyd & Eisenschenk
- Main IPC: G06F12/00
- IPC: G06F12/00 ; G06F12/123 ; G06F12/0891 ; G06F5/06 ; G06F17/18 ; G06N20/00

Abstract:
Systems and methods for management of a computer-based cache are provided. A system can include a processor, a cache, a memory device, and a storage device. The processor can be configured to evict a page from the cache to a history index based upon a greater weight respectively assigned to a least frequently used (LFU) and least recently used policy (LRU) policy, detect a requested page that was evicted to the history index, and adjust the respective weights assigned to the policies based upon the requested page being in the history index.
Information query