PATENT CLAIM ANALYSIS

Application Number: 15980720
Application Type: Utility
Filing Date: 2018-05
Publication Date: 2018-09
Patent Classification: ["718", "001000"]

Abstract:
Performance of parallel portions of a streaming application implemented in multiple virtual machines (VMs) is monitored and logged. When there is a need to replicate operators in an existing virtual machine to a new virtual machine, the logged performance data is used to determine a desired configuration for the new virtual machine based on a past implementation of the existing virtual machine.

Claim (Index 1):
An apparatus comprising:\n at least one processor; a memory coupled to the at least one processor; a streaming application residing in the memory and executed by the at least one processor, the streaming application comprising a flow graph that includes a plurality of operators that process a plurality of data tuples, wherein the flow graph comprises a first set of operators implemented in a first virtual machine and a second set of operators implemented in a second virtual machine, wherein the first set of operators and the second set of operators include similar operators and connections between operators and operate on data tuples in parallel; and a streams manager residing in the memory and executed by the at least one processor, wherein the streams manager monitors performance of the streaming application, logs performance data for each virtual machine that includes operators in the flow graph, and when there is a need to replicate operators from the first virtual machine to a new virtual machine, uses the logged performance data to determine a desired configuration for the new virtual machine that implements a new set of operators that operate on data tuples in parallel with operators in at least one existing virtual machine.

Metadata:
- Claim Count in Document: 3.0
- Percentile: 93.0
- Lexical Diversity: 1.55814
- Patent Class: 718.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15406587', '14528862', '14511284', '14276583', '14994774']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.4794121736144645
- 35 USC 102 Novelty (BERT): 0.5102632269663653
- Combined Prediction Score: 0.4824972789496546
- Mean Citation Score: 264.664428
- Max Citation Score: 278.64935
- Similarity Product: 273.396984503603

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