Abstract: A resource-usage notification framework can be implemented for distributed computing environments. For example, a system can determine the resource usage of a software application in a distributed computing environment. The system can determine if the resource usage is within a predefined range of a predefined resource-consumption limit. If so, the system can generate an event notification and transmit the event notification to the software application. The software application can receive the event notification and perform a mitigation operation in response. The mitigation operation can be configured to prevent the resource usage from exceeding the predefined resource-consumption limit or to mitigate an impact of the resource usage exceeding the predefined resource-consumption limit.

Abstract: A resource-usage notification framework can be implemented for distributed computing environments. For example, a system can determine the resource usage of a software application in a distributed computing environment. The system can determine if the resource usage is within a predefined range of a predefined resource-consumption limit. If so, the system can generate an event notification and transmit the event notification to the software application. The software application can receive the event notification and perform a mitigation operation in response. The mitigation operation can be configured to prevent the resource usage from exceeding the predefined resource-consumption limit or to mitigate an impact of the resource usage exceeding the predefined resource-consumption limit.

Abstract: Methods, systems, and computer program products are included for deploying a composite application. A method includes receiving, at a computing device, a container image that includes a nulecule. The nulecule is parsed to identify a first service, a second service, and a parameter of the first service. An input value is received corresponding to the parameter of the first service. A configuration value of the first service is modified to include the input value. The first service and the second service are deployed on the computing device, with the first service being configured with the configuration value.

Abstract: A method includes receiving architecture instructions for a plurality of microservices, the architecture instructions comprising one or more design parameters for one or more of the plurality of microservices. The method also includes generating, by a processing device, in view of a machine learning model, a deployment configuration for the architecture instructions, wherein the deployment configuration comprises one or more deployment parameters in view of the one or more design parameters. The method also includes receiving an update to the deployment configuration. The method also includes response to receiving the update, modifying the architecture instructions to reflect the update to the deployment configuration.

Abstract: Methods, systems, and computer program products are included for deploying a composite application. A method includes receiving, at a computing device, a container image that includes a nulecule. The nulecule is parsed to identify a first service, a second service, and a parameter of the first service. An input value is received corresponding to the parameter of the first service. A configuration value of the first service is modified to include the input value. The first service and the second service are deployed on the computing device, with the first service being configured with the configuration value.