Decomposing tasks through artificial intelligence chaining

A non-transitory computer-readable storage medium storing instructions for providing an information service, the instructions when executed by a processor causing the processor to:

• deploy a plurality of service components in an information service infrastructure to perform a task of the information service, each of the service components representing a discrete functional software or hardware component that performs a portion of the task;
• instantiate a first intelligent entity of a plurality of intelligent entities on a cloud server and the information service infrastructure including at least one edge device connected to the cloud server over a network;
• instantiate a second intelligent entity of the plurality of intelligent entities on the cloud server and the information service infrastructure;
• register, in a catalog of an intelligent element framework instantiated using one or more computing devices or networking devices, instantiation of the first intelligent entity and the second intelligent entity;
• identify, from the catalog, at least one of the service components to provide input to the first intelligent entity, the input representing metrics associated with trends in resource demands by the service components in the information service infrastructure;
• perform prediction or inference to generate a first output by first intelligent entity by processing the input identified from the catalog, the first output indicating future demand of resources in the information service infrastructure for the plurality of service components;
• send, via a first channel of the intelligent element framework, the first output to the second intelligent entity according to a chaining configuration of the plurality of intelligent entities;
• perform, by the second intelligent entity, prediction or inference to generate a second output on reallocation of the resources of the information service infrastructure to the service components, by processing at least on the first output;
• and
• send the second output to a virtual infrastructure manager to cause the information service infrastructure to reallocate the resources to the service components.

A system for providing information service, the system comprising:

• a framework computing device configured to:
• deploy a plurality of service components in an information service infrastructure to perform a task of the information service, each of the service components representing a discrete functional software or hardware component that performs a portion of the task, and
• store a catalog of intelligent entities, configuration of channels for communicating with the intelligent entities and inputs for the intelligent entities;
• a first computing device instantiating a first intelligent entity configured to perform prediction or inference to generate a first output by processing an input from at least one of the service components as defined in the catalog, the input representing metrics associated with trends in resource demands by the service components in the information service infrastructure, the first output indicating future demand of resources in the information service infrastructure for the plurality of service components;
• a second computing device instantiating a second intelligent entity configured to:
• receive the first output according to a chaining configuration of the plurality of intelligent entities;
• perform, by the second intelligent entity, prediction or inference to generate a second output on reallocation of the resources of the information service infrastructure to the service components, by processing the first output;
• and
• send the second output to a virtual infrastructure manager to cause the information service infrastructure to reallocate the resources to the service components.

A method for providing an information service, comprising:

• deploying a plurality of service components in an information service infrastructure to perform a task of the information service, each of the service components representing a discrete functional software or hardware component that performs a portion of the task;
• instantiating a first intelligent entity of a plurality of intelligent entities on a cloud server and the information service infrastructure including at least one edge device connected to the cloud server over a network;
• instantiating a second intelligent entity of the plurality of intelligent entities on the cloud server and the information service infrastructure;
• performing prediction or inference to generate a first output by the first intelligent entity by processing an input from at least one of the service components, the input representing metrics associated with trends in resource demands by the service components in the information service infrastructure, the first output indicating future demand of resources in the information service infrastructure for the plurality of service components;
• determining a channel of a plurality of channels of the intelligent element framework through which the received first output is to be routed from the first intelligent entity to the second intelligent entity;
• sending, via an intelligent element framework, the first output to the second intelligent entity of the plurality of intelligent entities via the channel according to a chaining configuration of the plurality of intelligent entities;
• performing, by the second intelligent entity, prediction or inference to generate a second output on reallocation of the resources of the information service infrastructure to the service components, by processing at least on the first output;
• and
• sending the second output to a virtual infrastructure manager to cause the information service infrastructure to reallocate the resources to the service components.