Abstract: Methods, systems, and apparatus include computer programs encoded on a computer-readable storage medium, including a method for providing content. Search results responsive to a query are identified including a first search result in a top set of search results, the first search result associated with a first entity. A first eligible content item is identified for presentation along with the search results, the first eligible content item associated with the first entity. A combined content item is identified that is a combination of the first search result and first eligible content item and is to be presented as a search result responsive to the query. The combined content item is augmented including: identifying entities related to the first entity, identifying content items that are associated with the related entities, selecting at least one identified content item, and using content from the selected content items to augment the combined content item.

Abstract: A method for manufacturing a motor vehicle structural component from an extruded multichamber hollow profile. The method includes providing an extruded profile with at least two precursor hollow chambers which are separated from one another by an inner wall, wherein in at least one outer wall of at least one precursor hollow chamber in cross-section perpendicularly to a longitudinal extent of the extruded profile has a region with non-linear course. The extruded profile is formed in at least one of its end regions into the motor vehicle structural component, wherein at least the region with non-linear course of the at least one outer wall of the at least one precursor hollow chamber, with non-linear course in cross-section, is at least partially straightened, with a change in cross-section of the respective precursor hollow chamber into the cross-section of the corresponding hollow chamber of the motor vehicle structural component.

Abstract: Disclosed herein are embodiments of a nanoparticle composition suitable for delivering a therapeutic agent to a subject by nebulization. The nanoparticle comprises an ionizable lipid, cholesterol or a derivative thereof, a structural lipid, and a PEG lipid. The nanoparticle may partially or completely encapsulate a therapeutic agent, and may be nebulized for administration, such as by inhalation. In some embodiments, the therapeutic agent is mRNA.

Abstract: One or more computing devices, systems, and/or methods for determining whether requests for content are fraudulent are provided. A request for content may be received from a first device. A first user profile associated with the first device may be identified. The first user profile may comprise activity information associated with the first device, demographic information associated with the first device and/or interest information associated with the first device. A user profile database may be analyzed to identify a set of user profiles similar to the first user profile. A relevance score associated with the request for content may be generated based upon the resource, the set of user profiles and/or the first user profile. The relevance score may be compared with a threshold relevance to determine whether the request for content is fraudulent.

Abstract: In one embodiment, Ethernet Virtual Private Network (EVPN) is implemented using Internet Protocol Version 6 (IPv6) Segment Routing (SRv6) underlay network and SRv6-enhanced Border Gateway Protocol (BGP) signaling. A particular route associated with a particular Internet Protocol Version 6 (IPv6) Segment Routing (SRv6) Segment Identifier (SID) is advertised in a particular route advertisement message of a routing protocol (e.g., BGP). The SID includes encoding representing a particular Ethernet Virtual Private Network (EVPN) Layer 2 (L2) flooding Segment Routing end function of the particular router and a particular Ethernet Segment Identifier (ESI), with the particular SID including a routable prefix to the particular router. The particular router receives a particular packet including the particular SID; and in response, the particular router performs the particular EVPN end function on the particular packet.

Abstract: A chat message is received. A topic identifier that identifies a topic of the chat message is obtained. Based on the topic identifier, a first virtual agent of a plurality of virtual agents is selected according to a determination that the first virtual agent is configured to implement a first workflow that is associated with the topic. The chat message is processed via the first virtual agent.

Abstract: Disclosed herein are system, method, and computer program product embodiments for generating a set of correlated applications by a recommendation system to resolve an incident for an application service (AS). The recommendation system can determine an AS-to-AS similarity matrix based on incident data and contextual data, an AS-to-AS affinity matrix based on the incident data and contextual data, and generate a set of correlated applications based on the similarity matrix and the affinity matrix. The set of correlated applications can also be generated based on pairwise application associations, where an application association between a first application and a second application indicates that the first application and the second application can occur together in an incident or to be changed together as indicated by a change record.

Abstract: Embodiments herein focus on reducing latency in mmWave self-backhaul networks. Embodiments herein disclose a queue for holding packets at each types of BSs—at least one fibre-BS and at least one self-backhauled BSs (S-BSs). Embodiments herein schedule BS transmitter-receiver pairs that will transmit in each time slot so as to achieve a low average delay in sending packets from the queues of different S-BSs to the fibre-BS. Embodiments herein disclose scheduling methods and systems that performs scheduling decisions considering the queue length at each S-BS.

Abstract: The embodiments of present disclosure herein address unresolved problems in existing initiatives to optimize costs and streamline the return decisions which are based on legacy infrastructure and explicit rules such as a SQL database. Embodiments herein provide a method and system for streamlining return decision in a supply chain network and optimizing costs. The system is configured to create a returns decision environment using an OpenAI gym base class. Created classes lend extensibility for Reinforcement Learning (RL) applications through a supply chain management environment base class and more specific returns decision environment class. These encapsulate all of the environment functions including exploration of contextual information in the dataset.

Abstract: A computing system may include a voxel access engine configured to access voxel data and a voxel processing engine. The voxel processing engine may identify and label thin features in the voxel data, smooth the voxel data to preserve the thin features, and convert the voxel data to form a faceted representation. The voxel processing engine may also adaptively perform a pressing process on the faceted representation. Responsive to a determination that a pressing reapplication criterion is satisfied, the voxel processing engine may modify the voxel data, convert the modified voxel data to form the faceted representation of the object, and perform the pressing process on the faceted representation of the object formed through the modified voxel data.

Abstract: A method performed by an electronic device for generating a slow motion video includes obtaining plural image frames captured at a frame rate from a camera of the electronic device, detecting motion information in a first image frame from among the plural image frames, and performing an interpolation operation using one or more image frames from among the plural image frames. The one or more image frames are image frames obtained during a predetermined time after the first image frame in which the motion information is detected. A second image frame obtained before the first image frame in which the motion information is detected is discarded from the electronic device. A third image frame obtained after the predetermined time from the first image frame in which the motion information is detected is discarded from the electronic device.

Abstract: Disclosed are various approaches for signing documents using mobile devices. A request is sent to a certificate authority for a signing certificate. The signing certificate is then received from the certificate authority. The signing certificate is then stored in the memory. Next, a file is received from a client application executed by the processor of the computing device. Then, the file is signed with the signing certificate to create a signed file. The signed file is then returned to the client application.

Abstract: Systems and methods for reducing interference between content play and video recording among multiple devices located proximate to each other. Microphones of devices recording video are muted, or content play is interrupted, according to the actions of a majority of nearby devices. For example, if most devices are recording video, content play may be interrupted to prevent the video from unintentionally recording unwanted sounds from play of the content. Conversely, if most devices are not recording video, only those devices which are may have their microphones muted. Actions to reduce interference may be taken according to the current behavior of a majority of proximate devices.

Abstract: A volatile composition having: (i) greater than 30% of a scented hydrophobic material by weight of the volatile composition, wherein the scented hydrophobic material comprises one or more volatile compounds; and (ii) greater than 20% of a regulating scent intensity (RIS) composition by weight of the volatile composition. The RIS composition has at least two of: a first regulating scent intensity component (RIS component) having a high average vapor pressure (VP); a second RIS component having a medium average VP; and a third RIS component having a low average VP; The average VP of each of said one or more volatile compounds is lower than at least one of the high, medium and low average VPs of the first, second and third RIS components at the same temperature.

Abstract: A future workload may be predicted for a database system using analysis of queries submitted for execution. A feature vector for a query may be determined according to a query plan for the query. If the feature vector has not been previously seen, or has not been sufficiently seen, by the database system, a machine learning inference may be used to predict performance characteristics of the query, the machine learning system trained using previous feature vectors and performance characteristics of executed queries. If the feature vector has been sufficiently seen previously by the database system, a history of performance characteristics of previous queries with similar or the same feature vector may be used to predict the performance characteristics. The predictions may then be used to configure or reconfigure processing cluster(s) of the database system.

Abstract: Techniques of generating short answers for queries by a search engine include performing a training operation on a corpus of training data to train the score prediction engine, the corpus of training data including candidate passages providing short answers for display in callouts and remaining respective passages, from which a top scoring short answer is generated. In such implementations, the corpus of training data further includes the remaining respective passages and the respective titles of the candidate passage and remaining respective passages.

Abstract: A computer based system for social network assistance is disclosed. Via use of the system and related methods, a high-volume social media account (for example, an airline Twitter account) may be managed to enable prompt and thorough responses to incoming social media messages. In this manner, customer issues and feedback may be more effectively addressed, resulting in improved customer satisfaction and goodwill associated with the owner of the high-volume social media account.

Abstract: Users propose, review, reject, comment on, and approve rules or program code to implement rules in a decentralized network. When the users act on proposed rules, they are credited with member scores according to their contributions. The rules are used to calculate, for example, obligations for a user. When the network is used to calculate a result, the use of the rules for calculating the result are used to determine a score for the users who contributed to the rules.