PATENT CLAIM ANALYSIS

Application Number: 16046337
Application Type: Utility
Filing Date: 2018-07
Publication Date: 2019-04
Patent Classification: ["709", "203000"]

Abstract:
Data transformation caching in an artificial intelligence infrastructure that includes one or more storage systems and one or more graphical processing unit (‘GPU’) servers, including: identifying, in dependence upon one or more machine learning models to be executed on the GPU servers, one or more transformations to apply to a dataset; generating, in dependence upon the one or more transformations, a transformed dataset; storing, within one or more of the storage systems, the transformed dataset; receiving a plurality of requests to transmit the transformed dataset to one or more of the GPU servers; and responsive to each request, transmitting, from the one or more storage systems to the one or more GPU servers without re-performing the one or more transformations on the dataset, the transformed dataset.

Claim (Index 16):
The apparatus of  claim 15  wherein generating, in dependence upon the one or more transformations, a transformed dataset further comprises generating, by the storage system in dependence upon the one or more transformations, transformed dataset.

Metadata:
- Claim Count in Document: 32.0
- Percentile: 95.0
- Lexical Diversity: 2.39344
- Patent Class: 709.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['16040996', '16046102', '16040846', '16045814', '15883333']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3847059692084209
- 35 USC 102 Novelty (BERT): 0.5706310716861345
- Combined Prediction Score: 0.4032984794561923
- Mean Citation Score: 388.734246
- Max Citation Score: 437.28946
- Similarity Product: 421.9761071195054

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

Dataset: test