US 11,900,075 B2Granted

Serverless environment-based provisioning and deployment system

AssigneeAccenture Global Solutions Limited

InventorsRajendra Prasad Tanniru, Aditi Kulkarni, Koushik M. Vijayaraghavan, Vijeth Srinivas Hegde, Ravindra Kabbinale, Sreenath Kothavoor, Amrutha Pervody Bhat, Meghana B Srinath, Ravi Kiran Singh, Dilip Krishnan, Naveen Raj K P, Sumanth Channegowda, Vinay Chamarthi, Lakshmi Srinivasan, Santhosh Mv

Life of this patent

Estimating the term…

patentgrep

Loading patent…

Abstract

In some implementations, a device may generate, based at least in part on a first set of inputs, a serverless software development environment associated with a set of cloud resources. The device may generate, based at least in part on a first machine learning model, a technology stack recommendation having a set of associated tools for performing a software development task. The device may instantiate the selected technology stack in the serverless software development environment and generate a set of applications based at least in part on executing the set of tools. The device may deploy the set of applications in one or more serverless application environments. The device may use machine learning to observe deployed applications, detect hidden anomalies, and perform root-cause analysis, thereby providing a lean and sustainable serverless environment.

Claims20

Dependent claims

A method, comprising:

generating, by a device and based at least in part on a first set of inputs, a serverless software development environment associated with a set of cloud resources;
generating, by the device and based at least in part on a first machine learning model, a technology stack recommendation that indicates at least one suggested technology stack based at least in part on at least one technology identified by a second set of inputs;
generating, by the device, a set of tools associated with a selected technology stack, wherein the selected technology stack is based at least in part on a customization of the at least one suggested technology stack, and wherein a tool of the set of tools is configured to perform a software development task;
instantiating, by the device, the selected technology stack in the serverless software development environment;
generating, by the device, a set of applications based at least in part on executing the set of tools;
deploying, by the device, the set of applications in one or more serverless application environments;
and
deleting, by the device and using a deletion helper container, the serverless software development environment based at least in part on receiving an input instructing deletion of the serverless software development environment,
wherein an orchestrator agent is configured to control the deletion helper container.

6 more elements

A device, comprising:

one or more memories;
and
one or more processors, coupled to the one or more memories, configured to:
generate a serverless software development environment associated with a set of cloud resources;
generate a set of tools associated with a selected technology stack of at least one suggested technology stack, wherein the selected technology stack is based at least in part on a customization of the at least one suggested technology stack,
wherein the at least one suggested technology stack is based at least in part on a first machine learning model, and
wherein a tool of the set of tools is configured to perform a software development task;
instantiate the selected technology stack in the serverless software development environment;
generate a set of applications based at least in part on executing the set of tools;
deploy the set of applications in one or more serverless application environments;
and
delete, using a deletion helper container, the serverless software development environment based at least in part on receiving a user input instructing deletion of the serverless software development environment,
wherein an orchestrator agent is configured to control the deletion helper container.

10 more elements

A non-transitory computer-readable medium storing a set of instructions, the set of instructions comprising:

one or more instructions that, when executed by one or more processors of a device, cause the device to:
generate, based at least in part on a first set of inputs, a serverless software development environment associated with a set of cloud resources;
generate, using the serverless software development environment, a set of applications based at least in part on executing a set of tools associated with a selected technology stack of at least one suggested technology stack,
wherein the selected technology stack is based at least in part on a customization of the at least one suggested technology stack,
wherein the at least one suggested technology stack is based at least in part on a first machine learning model, and
wherein a tool of the set of tools is configured to perform a software development task;
deploy the set of applications in one or more serverless application environments;
determine, based at least in part on a second machine learning model, feedback information associated with performance of at least one application of the set of applications;
perform a mitigation task based at least in part on the feedback information;
and
delete, using a deletion helper container, the serverless software development environment based at least in part on receiving an input instructing deletion of the serverless software development environment,
wherein an orchestrator agent is configured to control the deletion helper container.

9 more elements

Dependencies are inferred from the claim text.