PATENT CLAIM ANALYSIS

Application Number: 16057885
Application Type: Utility
Filing Date: 2018-08
Publication Date: 2018-12
Patent Classification: ["718", "001000"]

Abstract:
Methods, computer program products, and systems are presented. The methods include, for instance: predictively provisioning, by one or more processor, cloud computing resources of a cloud computing environment for at least one virtual machine; and initializing, by the one or more processor, the at least one virtual machine with the provisioned cloud computing resources of the cloud computing environment. In one embodiment, the predictively provisioning may include: receiving historical utilization information of multiple virtual machines of the cloud computing environment, the multiple virtual machines having similar characteristics to the at least one virtual machine; and determining the cloud computing resources for the at least one virtual machine using the historical utilization information of the multiple virtual machines. In another embodiment, the predictively may include updating a provisioning database with the historical utilization information of the multiple virtual machines of the cloud computing environment.

Claim (Index 8):
A computer program product comprising:\n a computer readable storage medium readable by one or more processor and storing instructions for execution by the one or more processor for performing a method comprising:\n predictively provisioning, by the one or more processor, cloud computing resources of a cloud computing environment for at least one virtual machine, wherein the predictively provisioning includes receiving historical utilization information of multiple virtual machines of the cloud computing environment, the multiple virtual machines having similar characteristics to the at least one virtual machine, and determining the cloud computing resources for the at least one virtual machine using the historical utilization information of the multiple virtual machines; \n triggering, by the one or more processor, initializing the at least one virtual machine with the provisioned cloud computing resources of the cloud computing environment; and \n wherein the predictively provisioning cloud computing resources of a cloud computing environment for at least one virtual machine includes predictively provisioning a certain virtual machine running a certain program, wherein the determining provisioning resources for the certain virtual machine includes determining predicted resource needs of the certain virtual machine based on a growth rate of the certain virtual machine determined using a historical growth rate of machines of the multiple virtual machines running the certain program.

Metadata:
- Claim Count in Document: 11.0
- Percentile: 96.0
- Lexical Diversity: 2.875
- Patent Class: 718.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['14852043', '15692618', '13875176', '13227261', '13788445']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.4287686091291369
- 35 USC 102 Novelty (BERT): 0.6076492218710244
- Combined Prediction Score: 0.4466566704033257
- Mean Citation Score: 326.39926
- Max Citation Score: 465.0202
- Similarity Product: 463.2572647906781

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