Abstract: Methods and systems for providing content and content recommendations are described. Content recommendations for users in a service area may be based on content requests from users within the same service area. Content recommendations over a period of time may dynamically change based on many factors, including: the number of requests for particular content within one or more time frames, the storage location of requested content relative to requesting users, and whether a request occurs within a time period of rapid shift in use and types of content requested. A content recommendation including one or more content recommendations may be provided to users.

Abstract: A storage device for a storage container includes a body having one or more retention means. Each retention means may accept and support one of a plurality of differently sized containers. Each retention means includes a first recess configured to engage a substantially cylindrical container and engage a substantially cuboid container.

Abstract: A method of assessing a risk level of an enterprise using cloud-based services from one or more cloud service providers includes assessing provider risk scores associated with the one or more cloud service providers; assessing cloud service usage behavior and pattern of the enterprise; and generating a risk score for the enterprise based on the provider risk scores and on the cloud service usage behavior and pattern of the enterprise. The risk score is indicative of the risk of the enterprise relating to the use of the cloud-based services from the one or more cloud service providers.

Abstract: Techniques for recommending media are described. A character preference function comprising a plurality of preference coefficients is accessed. A first character model comprises a first set of attribute values for the plurality of attributes of a first character. The first and second characters are associated with a first and second salience value, respectively. A second character model comprises a second set of attribute values for the plurality of attributes of a second character of the plurality of characters. A first character rating is calculated using the plurality of preference coefficients and the first set of attribute values. A second character rating of the second character is calculated using the plurality of preference coefficients with the second set of attribute values. A media rating is calculated based on the first and second salience values and the first and second character ratings. A media is recommended based on the media rating.

Abstract: In a method of decoding, coded information of a coding unit (CU), a template region, and a plurality of reference regions is received. The coded information includes a first syntax element indicating whether the CU is predicted based on a template matching based multiple reference line (MRL) intra prediction mode. In response to the first syntax element indicating that the CU is predicted based on the template matching based multiple reference line (MRL) intra prediction mode, a plurality of cost values is determined between (i) respective prediction samples of the template region based on samples in each of the plurality of reference regions, and (ii) reconstructed samples of the template region corresponding to the respective prediction samples. A reference region from the plurality of reference regions is determined based on the plurality of cost values. Samples of the CU are reconstructed based on the samples in the determined reference region.

Abstract: A wallet apparatus has a first side plate and a second side plate, preferably made from metal. Further, the first side plate and second side plate may both receive a printed graphic, such as a family portrait, painting, or geometric lines, through a dye-sublimation printing process, which allows the transfer of high-resolution graphics onto the wallet.

Abstract: A query is received in a distributed storage system that asks for frequently accessed items of a select storage tier in a service store. The query is executed on at least one data summary structure maintained by a client node that corresponds with the select storage tier in the service store. Each data summary structure maintained by the client node summarizes a data stream of item access of the select storage tier during a period of time and different data summary structures from different periods of time are periodically merged so that the query is conducted on a merged data summary structure maintained by the client node. A result is returned from the executed query that is indicative of frequently accessed items of the select storage tier in the service store.

Abstract: Although internal combustion engines typically waste about 75% of their fuel energy, this invention can provides 31% or more brake horsepower than the engine alone by using anhydrous organic racing engine coolant or other anhydrous organic heat transfer fluid arranged to spiral around a combustion chamber until heated to over 250° C. without boiling while exceeding the boiling point of a separate working fluid that is heated by coolant then superheated by exhaust gas before entering a unique positive displacement vapor expander engine having a piston connected by a clutch to a driveshaft that is also driven by the combustion engine to create a high efficiency direct mechanical powertrain which avoids losses of about 15% had a generator charged a battery powering an electric motor-generator connected for regenerative braking to charge batteries. Highly elevated coolant temperatures also reduce cylinder and exhaust temperatures to lower emission toxicity while preventing lubricant burnout.

Abstract: A method of forming a component includes providing a work-piece blank from a formable material. The method also includes engaging the work-piece blank with a transfer device. The method additionally includes austenitizing the work-piece blank in the transfer device via heating the blank to achieve austenite microstructure therein. The method also includes transferring the austenitized blank to a forming press using the transfer device. The method additionally includes forming the component via the forming press from the austenitized blank and quenching the formed component. A work-piece blank transfer system includes a transfer device having clamping arm(s) for engaging, holding, transferring, and releasing the work-piece blank. The transfer device also includes a heating element configured to austenitize the work-piece blank via heating the blank to achieve austenite microstructure therein.

Abstract: The invention relates to methods, systems, and computer-readable media related to a system having a plurality of users, designed to display a user-customized subset of item and/or provider information to the user.

Abstract: An agricultural harvester includes a straw hood has a top wall and side walls. The walls define a hollow interior space for receiving straw or material other than grain from a threshing and separating system of the harvester and chaff from a cleaning system of the harvester. A drive system is at least partially positioned within the hollow interior space. The drive system is configured to drive a seed mill that is connected to the agricultural harvester.

Abstract: Disclosed herein are system, method, and computer program product embodiments for validating and updating data in a database. In an embodiment, a server may receive an HTML, file including content of a third-party website controlled by a third party from a web-component. The content may include a first set of data associated with an item. The web-component may be configured to extract the content of the third party website and generate the HTML file in response to executing code embedded in the third-party website. The server may retrieve a second set of data associated with the item available at the third-party from the database. The server may identify a difference between the mapped first set of data and the second set of data and execute an action in the database to update to the second set of data.

Abstract: Embodiments of the present disclosure provide a method, a device, and a computer program product for storage management. The method for storage management includes: acquiring a reading request for a first target file, the reading request including a first target file name of the first target file. The method further includes: determining a first target characteristic value for the first target file based on the first target file name. The method further includes: determining first target index information for the first target file from a mapping from characteristic values to index information based on the first target characteristic value, wherein the first target index information is used to index the first target file from a merged file. The method further includes: reading the first target file included in the merged file from a storage system based on the first target index information.

Abstract: A system and method are disclosed in which a user engaging in an online or in-person transaction with a merchant may create automatic expiring transactions for a credit card. The user provides the credit card information to an online interface or a point-of-sale device but specifies an expiration date that is on or before the actual expiration date of the credit card, known as an artificial expiration date. A token for the merchant is generated with the artificial expiration date. The issuing bank will honor the transaction with the artificial expiration date using the merchant-specific token, and the token may continue to be used with the online merchant until the artificial expiration date.

Abstract: Compositions for use in manufacturing a water-soluble tooling material are disclosed. The compositions include an organic binder material that is water-soluble, a melt processing aid capable of reducing the glass transition temperature of the organic binder, and an aggregate material. A method for forming a composite structure is similarly disclosed and involves production of a mandrel by depositing a particulate mixture, including the aggregate material, the binder, and the melt processing aid, into a mold and removing the mandrel from the mold. Once finished, the mandrel can be used in manufacturing polymer and/or composite components.

Abstract: Implementations disclosed herein are directed to unsupervised federated training of global machine learning (“ML”) model layers that, after the federated training, can be combined with additional layer(s), thereby resulting in a combined ML model. Processor(s) can: detect audio data that captures a spoken utterance of a user of a client device; process, using a local ML model, the audio data to generate predicted output(s); generate, using unsupervised learning locally at the client device, a gradient based on the predicted output(s); transmit the gradient to a remote system; update weight(s) of the global ML model layers based on the gradient; subsequent to updating the weight(s), train, using supervised learning remotely at the remote system, a combined ML model that includes the updated global ML model layers and additional layer(s); transmit the combined ML model to the client device; and use the combined ML model to make prediction(s) at the client device.

Abstract: A beverage holder includes a frame, an insert, and a cover. The frame includes a sidewall having an upper end and a lower end, and a bottom wall extending across the lower end. The upper end defines a plurality of protrusions. The sidewall and the bottom wall cooperatively define a chamber. The insert includes a peripheral rim defining a plurality of apertures that receive the plurality of protrusions and a flexible collar extending from the peripheral rim and at least partially into the chamber. The flexible collar defines an opening leading to the chamber. The cover includes a plurality of interfaces that engage with the plurality of protrusions to couple the cover to the upper end of the sidewall and to secure the insert between the frame and the cover. The cover defines an aperture that aligns with the chamber and the opening.