Abstract: A method, computer system, and a computer program product for customized responses is provided. The present invention may include connecting a user. The present invention may then include developing a system-aware user persona based on the connected user. The present invention may then include engaging in a user interaction. The present invention may lastly include generating a response to the user interaction based on the developed system-aware user persona and user interaction.

Abstract: A computer-implemented method for identifying a problem from unstructured input includes executing on a computer processor the step of identifying context of a problem description from a service support k ticket which adds one or more tags to the service support ticket, each tag corresponding to an end-user symptom within the problem domain. Intent is mapped according to a machine learning model and the one or more tags which identifies a problem and a confidence measure.

Abstract: A method and associated systems for identifying hardcoded network addresses. A network-migration tool requests from a network certain types of data that may identify IP addresses used by the network and receives a subset of the requested data. The system infers from the manner in which received data characterizes IP addresses which of those addresses are likely to be hardcoded. If the system receives a list of server affinities, it infers that an IP address used for communication between servers in a same affinity group is hardcoded if that address is not listed by an associated DNS server. If a received ARP cache lists an IP address as having been resolved to a MAC address, the system infers that the IP address cannot be hardcoded. If a received TCP trace log lists an address without a corresponding hostname the system infers that the address is hardcoded.

Abstract: A computer-implemented method for identifying a problem from unstructured input includes executing on a computer processor the step of identifying context of a problem description from a service support k ticket which adds one or more tags to the service support ticket, each tag corresponding to an end-user symptom within the problem domain. Intent is mapped according to a machine learning model and the one or more tags which identifies a problem and a confidence measure.

Abstract: Context aware dynamic composition of migration plans may be provided. A request for application or image migration may be received. Target machines and associated configuration may be identified. Resources and a schedule may be allocated. An appropriate tooling for each migration action may be selected. An artificial intelligence aspect of the migration planning process may continuously replan migration based on monitored changes in the context of source or target environment.

Abstract: Context aware dynamic composition of migration plans may be provided. A request for application or image migration may be received. Target machines and associated configuration may be identified. Resources and a schedule may be allocated. An appropriate tooling for each migration action may be selected. An artificial intelligence aspect of the migration planning process may continuously replan migration based on monitored changes in the context of source or target environment.

Abstract: A method and associated systems for identifying hardcoded network addresses. A network-migration tool requests from a network certain types of data that may identify IP addresses used by the network and receives a subset of the requested data. The system infers from the manner in which received data characterizes IP addresses which of those addresses are likely to be hardcoded. If the system receives a list of server affinities, it infers that an IP address used for communication between servers in a same affinity group is hardcoded if that address is not listed by an associated DNS server. If a received ARP cache lists an IP address as having been resolved to a MAC address, the system infers that the IP address cannot be hardcoded. If a received TCP trace log lists an address without a corresponding hostname the system infers that the address is hardcoded.

Abstract: Context aware dynamic composition of migration plans may be provided. A request for application or image migration may be received. Target machines and associated configuration may be identified. Resources and a schedule may be allocated. An appropriate tooling for each migration action may be selected. An artificial intelligence aspect of the migration planning process may continuously replan migration based on monitored changes in the context of source or target environment.

Abstract: Context aware dynamic composition of migration plans may be provided. A request for application or image migration may be received. Target machines and associated configuration may be identified. Resources and a schedule may be allocated. An appropriate tooling for each migration action may be selected. An artificial intelligence aspect of the migration planning process may continuously replan migration based on monitored changes in the context of source or target environment.