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 20):
The system of  claim 18 , wherein the determining provisioning resources for the certain virtual machine includes, prior to receiving a provisioning request to provision the certain virtual machine, determining and storing trend information based on first information for use in provisioning the certain virtual machine, wherein determining the trend information based on the first information includes using the historical utilization information of an historical virtual machine of a type running the certain program, wherein the historical virtual machine is no longer operating in the environment, wherein the method includes receiving the provisioning request to provision the certain virtual machine, and wherein the method includes responding to the provisioning request to provision the certain virtual machine using the trend information determined prior to the receiving the provisioning request, 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 for running a certain program, wherein the receiving historical utilization information of multiple virtual machines of the cloud computing environment includes receiving historical utilization information of multiple virtual machines of the type of the certain virtual machine running the certain program and receiving historical utilization information of multiple virtual machines that are of types other than the certain virtual machine, wherein the determining the cloud computing resources for the at least one virtual machine includes determining provisioning resources for the certain virtual machine, wherein the triggering initializing the at least one virtual machine includes triggering initializing the certain virtual machine with the provisioning resources for the certain virtual machine, wherein the method includes storing into a provisioning database first information including historical utilization information of multiple virtual machines of the type of the certain virtual machine running the certain program and storing into the provisioning database second information including historical utilization information of multiple virtual machines that are of types other than a type of the certain virtual machine, wherein the determining provisioning resources for the certain virtual machine includes, prior to receiving a provisioning request to provision the certain virtual machine, determining and storing trend information based on the first information for use in provisioning the certain virtual machine, wherein the method includes receiving the provisioning request to provision the certain virtual machine, and wherein the method includes responding to the provisioning request to provision the certain virtual machine using the trend information determined prior to the receiving the provisioning request.

Metadata:
- Claim Count in Document: 11.0
- Percentile: 96.0
- Lexical Diversity: 2.875
- Patent Class: 718.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['14852043', '15692618', '13875176', '13227261', '13788445']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.4681464358355678
- 35 USC 102 Novelty (BERT): 0.5887657614865612
- Combined Prediction Score: 0.4802083684006671
- Mean Citation Score: 326.39926
- Max Citation Score: 465.0202
- Similarity Product: 322.2010502400398

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