Abstract: A processing system including at least one processor may obtain a personal identifier comprising a plurality of characters and generate a first embedding of the personal identifier in accordance with an embedding model. The processing system may then identify one or more embeddings of other personal identifiers that are within a threshold distance of the first embedding and generate an alert in response to the identifying of the one or more embeddings of the other personal identifiers that are within the threshold distance.

Abstract: One or more computing devices, systems, and/or methods for application deployment, monitoring, and management within a container hosting environment are provided. A service collector acquires operational statistics of an application hosted within a container managed by a pod of the container hosting environment. A rule execution engine executes a set of rules to process the operational statistics. In response to the set of rules identifying suboptimal operation of the application, a remedial action is created to address the suboptimal operation of the application. The remedial action is either automatically executed to address the suboptimal operation or is used to generate a recommendation for how to address the suboptimal operation.

Abstract: An example method includes receiving a message from a sending service and addressed to a destination service. The message is sent to the destination service using a synchronous message modality responsive to a communication history parameter for the destination service indicating a synchronous message type. The message is sent to the destination service using an asynchronous message modality responsive to the communication history parameter indicating an asynchronous message type. A reply is received from the destination service and the reply is sent to the sending service. The synchronous message modality comprises waiting for a reply to be received from the destination service for a predetermined time interval. The asynchronous message modality comprises storing identification data associated with the message in a correlation data store, receiving the reply from the destination service, and determining whether the reply is associated with the message based on the identification data.

Abstract: A processing system including at least one processor may obtain a personal identifier comprising a plurality of characters and generate a first embedding of the personal identifier in accordance with an embedding model. The processing system may then identify one or more embeddings of other personal identifiers that are within a threshold distance of the first embedding and generate an alert in response to the identifying of the one or more embeddings of the other personal identifiers that are within the threshold distance.

Abstract: One or more computing devices, systems, and/or methods for application deployment, monitoring, and management within a container hosting environment are provided. A service collector acquires operational statistics of an application hosted within a container managed by a pod of the container hosting environment. A rule execution engine executes a set of rules to process the operational statistics. In response to the set of rules identifying suboptimal operation of the application, a remedial action is created to address the suboptimal operation of the application. The remedial action is either automatically executed to address the suboptimal operation or is used to generate a recommendation for how to address the suboptimal operation.

Abstract: An example method includes receiving a message from a sending service and addressed to a destination service. The message is sent to the destination service using a synchronous message modality responsive to a communication history parameter for the destination service indicating a synchronous message type. The message is sent to the destination service using an asynchronous message modality responsive to the communication history parameter indicating an asynchronous message type. A reply is received from the destination service and the reply is sent to the sending service. The synchronous message modality comprises waiting for a reply to be received from the destination service for a predetermined time interval. The asynchronous message modality comprises storing identification data associated with the message in a correlation data store, receiving the reply from the destination service, and determining whether the reply is associated with the message based on the identification data.