Invention Grant
- Patent Title: Defining redundant array of independent disks level for machine learning training data
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Application No.: US17202559Application Date: 2021-03-16
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Publication No.: US11809373B2Publication Date: 2023-11-07
- Inventor: Manish Anand Bhide , Seema Nagar , Prateek Goyal , Kuntal Dey
- Applicant: International Business Machines Corporation
- Applicant Address: US NY Armonk
- Assignee: International Business Machines Corporation
- Current Assignee: International Business Machines Corporation
- Current Assignee Address: US NY Armonk
- Agent Randy Tejeda
- Main IPC: G06F17/00
- IPC: G06F17/00 ; G06F16/16 ; G06N5/04 ; G06N20/00
Abstract:
One or more computer processors determine a storage strategy for each chunked data block in a training dataset based on a respective computed usefulness score and a series of usefulness thresholds, wherein the storage strategy comprises RAID strategies that include striping, mirroring, parity, and double parity. The one or more computer processors distribute each data block in the training dataset according to the respective determined storage strategy.
Public/Granted literature
- US20220300453A1 DEFINING REDUNDANT ARRAY OF INDEPENDENT DISKS LEVEL FOR MACHINE LEARNING TRAINING DATA Public/Granted day:2022-09-22
Information query
