Example methods and systems for service-aware global server load balancing are described. One example may involve a first load balancer receiving, from a client device, a request to access a service associated with an application deployed in at least a first cluster and a second cluster. In response to determination that a first pool in the first cluster is associated with an unhealthy status, the first load balancer may identify a second pool implementing the service in the second cluster, the second pool being associated with a healthy status and includes one or more second backend servers selectable by a second load balancer to process the request. Failure handling may be performed by interacting with the client device, or the second load balancer, to allow the client device to access the service implemented by the second pool in the second cluster.

A method for displaying media information includes: receiving a media information request sent by an originating client, where the media information request carries media information and destination client information; parsing the received media information to obtain text information corresponding to the media information; synthesizing information related to the media information with information related to the text information to obtain composite information; and sending the composite information to a destination client according to the destination client information, so that the destination client obtains the media information and the text information according to the composite information and displays the media information and the text information.

A method for displaying media information includes: receiving a media information request sent by an originating client, where the media information request carries media information and destination client information; parsing the received media information to obtain text information corresponding to the media information; synthesizing information related to the media information with information related to the text information to obtain composite information; and sending the composite information to a destination client according to the destination client information, so that the destination client obtains the media information and the text information according to the composite information and displays the media information and the text information.

Systems and methods are disclosed for subscribing to messages generated from a plurality of edge devices. One method comprises receiving, at a cloud platform from a plurality of edge devices, a plurality of messages that comply with a common schema and receiving, at the cloud platform from a custom application, an annotation stream request to generate at least one annotation stream and an annotation filter request to generate one or more annotation filters. The at least one annotation stream and the one or more annotation filters are then generated by the cloud platform. Based on the one or more filters, one or more of the plurality of messages are published, by the cloud platform, to the at least one annotation stream.

Methods, systems, and devices for communications are described. A device or a group of devices may generate data. The group of devices may receive a group profile from a node that identifies the devices to be included, and the group profile may include a function to be evaluated at each of the devices. The node may also provision evaluation parameters which may allow the device to provide authenticated aggregate data to a requesting third party, without sharing the data between the devices, thus concurrently maintaining individual data privacy and data provenance.

A feedback service for use with a cloud application and a method of the feedback service are disclosed. The feedback service is coupled to a page of the cloud application. A pane of the feedback service is selectively displayed with the page, and the pane requests user input regarding the page.

A feedback service for use with a cloud application and a method of the feedback service are disclosed. The feedback service is coupled to a page of the cloud application. A pane of the feedback service is selectively displayed with the page, and the pane requests user input regarding the page.

Described are platforms, systems, and methods for determining quantifiable measures of dyadic ties. In one aspect, a method comprises receiving contextual data for a user from at least one data source; processing the contextual data through a first machine-learning model to determine quantifiable measures of dyadic ties between the user and each of a plurality of individuals, the first machine-learning model trained with previously received contextual data of a plurality of other users; determining a grouping for the user based on the determined quantifiable measures, the grouping comprising at least one of the individuals; and providing, through a user-interface, access to the determined quantifiable measures to members of the grouping.

Described are platforms, systems, and methods for determining quantifiable measures of dyadic ties. In one aspect, a method comprises receiving contextual data for a user from at least one data source; processing the contextual data through a first machine-learning model to determine quantifiable measures of dyadic ties between the user and each of a plurality of individuals, the first machine-learning model trained with previously received contextual data of a plurality of other users; determining a grouping for the user based on the determined quantifiable measures, the grouping comprising at least one of the individuals; and providing, through a user-interface, access to the determined quantifiable measures to members of the grouping.

A system and technique for a Request Forwarder as for a computer network architecture is disclosed to provide selective access to one or more cloud services. In some implementations, a computer system may receive a request for access to a cloud service, the request including a container credential. The computer system may determine an identification of the container using the container credential. The computer system may verify that the container requesting access to the cloud service is authorized based at least in part on stored policies. Based at least in part on the determination that the container requesting access to the cloud service is authorized: receiving instance credential from a metadata service. The computer system may include the instance credential with the request. The computer system may send the request to the cloud service. In various examples, the Request Forwarder can be provided as a service.