Abstract: An apparatus comprises a processing device configured to detect a user login to access a console of a computing device implementing a multi-level console interface comprising two or more levels each associated with a set of criteria, goals to be achieved, and actions relevant for achieving the goals. The processing device is also configured to determine a current state of the computing device, and to select a given level of the multi-level console interface based at least in part on mapping the current state to a given set of criteria associated with the given level. The processing device is further configured to provide, via the console of the computing device, an interface screen corresponding to the given level, the interface screen displaying the actions relevant for achieving the goals of the given level to facilitate transitioning of the computing device from the current state to a desired state.

Abstract: An apparatus comprises a processing device configured to determine specifications for an information technology asset to be developed, and to identify, utilizing at least one machine learning model, whether at least one of the specifications for the information technology asset is defect-prone, wherein a given specification is identified as defect-prone responsive to at least one output of the at least one machine learning model indicating that the given specification has at least a threshold likelihood of resulting in one or more defects during development of the information technology asset. The processing device is also configured to establish a mapping between the one or more identified defect-prone specifications for the information technology asset and one or more components of the information technology asset, and to modify one or more development processes for the information technology asset based at least in part on the established mapping.

Abstract: An apparatus comprises a processing device configured to receive a search query associated with a given user, to determine a user context specifying topics of interest and a level of detail sought by the given user, and to execute the search query to obtain search results. The processing device is also configured to apply natural language processing to the search results to assign classifications from a set defined based at least in part on the topics of interest of the given user. The processing device is further configured to utilize machine learning to filter the search results for relevancy based at least in part on the classifications assigned to the search results. The processing device is further configured to generate and provide to the given user a search response to the search query in a format selected based on the level of detail sought by the given user.

Abstract: Methods, apparatus, and processor-readable storage media for converting text data to video data using artificial intelligence techniques are provided herein. An example computer-implemented method includes converting text data associated with a task into multiple action statements relating to user performance of at least a portion of the task; generating video data by processing at least a portion of the multiple action statements using one or more artificial intelligence techniques; compiling at least a portion of the generated video data into at least one video sequence corresponding to at least one action workflow for the user performance of the at least a portion of the task; and performing one or more automated actions based at least in part on the at least one video sequence.

Abstract: Methods, apparatus, and processor-readable storage media for task-related data processing using machine learning techniques are provided herein. An example computer-implemented method includes obtaining data related to at least one decision-making context in connection with at least one user; classifying at least a portion of the obtained data into one or more of multiple categories of action-related requirements associated with the at least one decision-making context; recommending one or more tasks in furtherance of the at least one decision-making context by processing at least a portion of the classified data using one or more machine learning techniques; and performing one or more automated actions based at least in part on the one or more recommended tasks.

Abstract: Embodiments of the present invention provide systems, methods, and computer storage media directed to propagating and authenticating border gateway protocol route advertisements. A trusted authority device stores and distributes routing information for various autonomous systems. The trusted authority device also issues and maintains digital certificates that are each assigned to one of the autonomous systems. The digital certificate can be utilized by autonomous systems to verify the authenticity of routing information advertised by another autonomous system. Each autonomous system can employ a routing device that can generate a route advertisement based on routing information received from the trusted authority device. The route advertisement can include a digital signature, a digital certificate, and a time-to-live value, among other things, each of which can be utilized by routing devices of other autonomous systems to determine the authenticity and validity of received routing information.

Abstract: An apparatus comprises a processing device configured to detect a user login to access a console of a computing device implementing a multi-level console interface comprising two or more levels each associated with a set of criteria, goals to be achieved, and actions relevant for achieving the goals. The processing device is also configured to determine a current state of the computing device, and to select a given level of the multi-level console interface based at least in part on mapping the current state to a given set of criteria associated with the given level. The processing device is further configured to provide, via the console of the computing device, an interface screen corresponding to the given level, the interface screen displaying the actions relevant for achieving the goals of the given level to facilitate transitioning of the computing device from the current state to a desired state.

Abstract: An apparatus comprises a processing device configured to receive and parse a search request related to a given event to identify confident terms, and to determine a first subset of the confident terms which indirectly reference the given event and a second subset of the confident terms which are not in the first subset. The processing device is also configured to identify, for a given confident term in the second subset, terms having at least a threshold level of semantic similarity with the given confident term, and to construct a primary search query comprising the first and second subsets of the confident terms and additional search queries comprising the first subset of the confident terms and the identified one or more terms having at least the threshold level of semantic similarity with the given confident term. The processing device is further configured to execute the primary and additional search queries.

Abstract: Embodiments of the present invention provide systems, methods, and computer storage media directed to propagating and authenticating border gateway protocol route advertisements. A trusted authority device stores and distributes routing information for various autonomous systems. The trusted authority device also issues and maintains digital certificates that are each assigned to one of the autonomous systems. The digital certificate can be utilized by autonomous systems to verify the authenticity of routing information advertised by another autonomous system. Each autonomous system can employ a routing device that can generate a route advertisement based on routing information received from the trusted authority device. The route advertisement can include a digital signature, a digital certificate, and a time-to-live value, among other things, each of which can be utilized by routing devices of other autonomous systems to determine the authenticity and validity of received routing information.

Abstract: Embodiments of the present invention provide systems, methods, and computer storage media directed to propagating and authenticating border gateway protocol route advertisements. A trusted authority device stores and distributes routing information for various autonomous systems. The trusted authority device also issues and maintains digital certificates that are each assigned to one of the autonomous systems. The digital certificate can be utilized by autonomous systems to verify the authenticity of routing information advertised by another autonomous system. Each autonomous system can employ a routing device that can generate a route advertisement based on routing information received from the trusted authority device. The route advertisement can include a digital signature, a digital certificate, and a time-to-live value, among other things, each of which can be utilized by routing devices of other autonomous systems to determine the authenticity and validity of received routing information.