PATENT CLAIM ANALYSIS

Application Number: 15979348
Application Type: Utility
Filing Date: 2018-05
Publication Date: 2019-04
Patent Classification: ["711", "103000"]

Abstract:
Systems and methods for solid-state storage drive-level failure prediction and health metric are described. A plurality of host-write commands are received at a solid-state storage device. A number of drive-writes per day based on the on the plurality of host-write commands is determined. An aggregated amount of degradation to one or more internal non-volatile memory components based on the number of drive-writes per day is determined. Using a machine-learned model, a probability of failure value based on a set of parameter data and the aggregated amount of degradation to the non-volatile memory component is generated. An alert is generated, based on the probability of failure value or degradation threshold.

Claim (Index 11):
The solid-state storage device of  claim 9 , wherein one or more the plurality of parameters of the plurality of input parameters comprises output data from a proactive firmware algorithm.

Metadata:
- Claim Count in Document: 53.0
- Percentile: 93.0
- Lexical Diversity: 2.05263
- Patent Class: 711.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['11598398', '12862176', '15002216', '12576216', '13584867']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.5192959613254835
- 35 USC 102 Novelty (BERT): 0.4678400139958515
- Combined Prediction Score: 0.5141503665925203
- Mean Citation Score: 144.23373199999995
- Max Citation Score: 149.19241
- Similarity Product: 110.19833612725375

Labels:
- Claim Label 101: 1
- Claim Label 102: 1
- Claim Label 103: 0
- Claim Label 112: 1
- Combined Label: 1
- Label 101 Adjusted: 1

Dataset: test