- Patent Title: Optimizing garbage collection based on survivor lifetime prediction
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Application No.: US16899147Application Date: 2020-06-11
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Publication No.: US11550712B2Publication Date: 2023-01-10
- Inventor: Arif Merchant , Lluis Pamies-Juarez
- Applicant: Google LLC
- Applicant Address: US CA Mountain View
- Assignee: Google LLC
- Current Assignee: Google LLC
- Current Assignee Address: US CA Mountain View
- Agency: Lerner, David, Littenberg, Krumholz & Mentlik, LLP
- Main IPC: G06F12/02
- IPC: G06F12/02 ; G06F9/451 ; G06N20/00 ; G06F9/48 ; G06F9/54 ; G06N7/00

Abstract:
A predictive method for scheduling of the operations is described. The predictive method utilizes data generated from computing an expected lifetime of the individual files or objects within the container. The expected lifetime of individual files or objects can be generated based on machine learning techniques. Operations such as garbage collection are scheduled at an epoch where computational efficiencies are realized for performing the operation.
Public/Granted literature
- US20210390045A1 Optimizing Garbage Collection Based On Survivor Lifetime Prediction Public/Granted day:2021-12-16
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