PATENT CLAIM ANALYSIS

Application Number: 16046102
Application Type: Utility
Filing Date: 2018-07
Publication Date: 2019-04
Patent Classification: ["709", "217000"]

Abstract:
Data transformation offloading in an artificial intelligence infrastructure that includes one or more storage systems and one or more graphical processing unit (‘GPU’) servers, including: storing, within the storage system, a dataset; identifying, in dependence upon one or more machine learning models to be executed on the GPU servers, one or more transformations to apply to the dataset; and generating, by the storage system in dependence upon the one or more transformations, a transformed dataset.

Claim (Index 14):
The artificial intelligence infrastructure of  claim 8  wherein the artificial intelligence infrastructure is further configured to carry out the steps of:\n receiving a first request to transmit the transformed dataset to one or more of the GPU servers; \n transmitting, from the storage system to the one or more GPU servers, the transformed dataset; \n receiving a second request to transmit the transformed dataset to one or more of the GPU servers; and \n transmitting, from the storage system to the one or more GPU servers without performing an additional transformation of the dataset, the transformed dataset.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 95.0
- Lexical Diversity: 1.76471
- Patent Class: 709.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['16046337', '16040996', '16040846', '16045814', '15883333']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3203436423086535
- 35 USC 102 Novelty (BERT): 0.5609680185704035
- Combined Prediction Score: 0.3444060799348285
- Mean Citation Score: 374.579888
- Max Citation Score: 425.16223
- Similarity Product: 411.8505179855216

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

Dataset: test