PATENT CLAIM ANALYSIS

Application Number: 15973200
Application Type: Utility
Filing Date: 2018-05
Publication Date: 2018-11
Patent Classification: ["719", "328000"]

Abstract:
A data pipeline architecture is integrated with an analytics processing stack. The data pipeline architecture may receive incoming data streams from multiple diverse endpoint systems. The data pipeline architecture may include converter interface circuitry with multiple dynamic converters configured to convert the diverse incoming data stream into one or more interchange formats for processing by the analytics processing stack. The analytics processing stack may include multiple layers with insight processing layer circuitry above analysis layer circuitry. The analysis layer circuitry may control analytics models and rule application. The insight processing layer circuitry may monitor output from the analysis layer circuitry and generate insight adjustments responsive to rule changes and analytics model parameter changes produced at the analysis layer circuitry.

Claim (Index 17):
A product comprising:\n a machine readable medium other than a transitory signal; and instructions stored on the machine readable medium, the instructions configured to, when executed, cause a processor to:\n in a data stream processing pipeline comprising sequential multiple input processing stages:\n receive, at an ingestion stage of a data stream processing pipeline, input streams from multiple different input sources, the ingestion stage comprising multiple ingestion processors; \n at an integration stage comprising converter interface circuitry:\n perform a classification on the input streams; and \n responsive to the classification, assign the input streams to one or more dynamic converters configured to output data from multiple different stream types into a stream data in a pre-defined interchange format; and \n \n at a storage stage comprising a memory hierarchy, store stream data in the pre-defined interchange format; and \n \n in an analytics processing stack coupled to the data stream processing pipeline:\n access the stream data, via a hardware memory resource provided by storage layer circuitry of the analytics processing stack; \n process the stream data at processing engine layer circuitry of the analytics process stack to determine whether to provide the stream data to analytics model logic of analysis layer circuitry of the analytic processing stack, rule logic of the analysis layer circuitry of the analytic processing stack, or both; \n when the stream data is passed to the analytics model logic:\n determine a model change to a model parameter for a predictive data model for the stream data; and \n pass a model change indicator of the model change to the storage layer circuitry for storage within the memory hierarchy; \n \n when the stream data is passed to the rule logic:\n determine a rule change for a rule governing response to content of the stream data; and \n pass a rule change indicator of the rule change to the storage layer circuitry for storage within the memory hierarchy; \n \n at insight processing layer circuitry above the analysis layer circuitry within the analytics processing stack:\n access the model change indicator, the rule change indicator, the stream data, or any combination thereof via the hardware memory resource provided by the storage layer circuitry; \n determine an insight adjustment responsive to the model change, the rule change, the stream data, or any combination thereof; \n generate an insight adjustment indicator responsive to the insight adjustment; and \n pass the insight adjustment indicator to the storage layer circuitry for storage within the memory hierarchy.

Metadata:
- Claim Count in Document: 18.0
- Percentile: 93.0
- Lexical Diversity: 2.04918
- Patent Class: 719.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: True
- Related Applications: ['15378244', '15199869', '15250720', '15637953', '15783829']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.4756656796304311
- 35 USC 102 Novelty (BERT): 0.4985823194413937
- Combined Prediction Score: 0.4779573436115274
- Mean Citation Score: 167.476002
- Max Citation Score: 241.51123
- Similarity Product: 176.09424191283938

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