Abstract: Embodiments of the present disclosure provide a method, a device and a computer program product for managing data replication. According to example implementations of the present disclosure, a replication policy model associated with data replication of a source device can be obtained, which is determined based on historical status information of the source device and a historical replication policy corresponding to the historical status information; current status information of the source device is determined, wherein the current status information indicates status information associated with pending data replication of the source device; and a target replication policy is determined based on the replication policy model and the current status information, which indicates a replication policy to be applied for performing the pending data replication.

Abstract: Embodiments of the present disclosure provide a method, device and computer program product for updating a user interface. According to example implementations of the present disclosure, an element sequence including a plurality of elements in the user interface is obtained, each element in the element sequence being associated with each of a plurality of actions being performed by a user in the user interface, the plurality of elements in the element sequence being sorted in an order of the plurality of actions being performed by the user; a natural language processing model is trained using the element sequence, the natural language processing model being used for modeling and feature-learning of a natural language; and the user interface is enabled to be updated based on the trained natural language processing model. Therefore, software developers can have deeper insight into users' needs and develop a more user-friendly user interface.

Abstract: Embodiments of the present disclosure provide a method, device and computer program product for updating a user interface. According to example implementations of the present disclosure, an element sequence including a plurality of elements in the user interface is obtained, each element in the element sequence being associated with each of a plurality of actions being performed by a user in the user interface, the plurality of elements in the element sequence being sorted in an order of the plurality of actions being performed by the user; a natural language processing model is trained using the element sequence, the natural language processing model being used for modeling and feature-learning of a natural language; and the user interface is enabled to be updated based on the trained natural language processing model. Therefore, software developers can have deeper insight into users' needs and develop a more user-friendly user interface.

Abstract: Embodiments of the present disclosure provide a method, a device and a computer program product for managing data replication. According to example implementations of the present disclosure, a replication policy model associated with data replication of a source device can be obtained, which is determined based on historical status information of the source device and a historical replication policy corresponding to the historical status information; current status information of the source device is determined, wherein the current status information indicates status information associated with pending data replication of the source device; and a target replication policy is determined based on the replication policy model and the current status information, which indicates a replication policy to be applied for performing the pending data replication.