PATENT CLAIM ANALYSIS

Application Number: 15984180
Application Type: Utility
Filing Date: 2018-05
Publication Date: 2019-11
Patent Classification: ["711", "133000"]

Abstract:
Provided are a computer program product, system, and method for using a machine learning module to select one of multiple cache eviction algorithms to use to evict a track from the cache. A first cache eviction algorithm determines tracks to evict from the cache. A second cache eviction algorithm determines tracks to evict from the cache, wherein the first and second cache eviction algorithms use different eviction schemes. At least one machine learning module is executed to produce output indicating one of the first cache eviction algorithm and the second cache eviction algorithm to use to select a track to evict from the cache. A track is evicted that is selected by one of the first and second cache eviction algorithms indicated in the output from the at least one machine learning module.

Claim (Index 18):
The system of  claim 17 , wherein the operations further comprise:\n executing the first cache eviction algorithm to determine a first evict track to evict from the cache; executing the second cache eviction algorithm to determine a second evict track to evict from the cache; and wherein the executed at least one machine learning module receives as input the first and the second evict tracks and cache statistics to produce output used to select one of the first and the second cache eviction algorithms to use to select a track to evict from the cache.

Metadata:
- Claim Count in Document: 38.0
- Percentile: 93.0
- Lexical Diversity: 2.71154
- Patent Class: 711.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['12109258', '12027983', '11538091', '15212920', '15972797']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.5692291445861309
- 35 USC 102 Novelty (BERT): 0.5062772989212233
- Combined Prediction Score: 0.5629339600196401
- Mean Citation Score: 258.525696
- Max Citation Score: 293.58743
- Similarity Product: 233.1452813610363

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

Dataset: test