Abstract: Methods and systems for determining insights from source data associated with an entity are described herein. The insights may be based on a difference(s) between source data associated with an entity, which may represent real/historical data, and input data associated with the entity, which may be separate from the source data. Images of user interface objects, such as charts or graphs representative of one or more metrics associated with the entity, may be analyzed using a machine-learning model to determine such insights. For example, additional user interface objects indicative of the difference(s) between the source data and the input data may be generated by the machine-learning model using imaging data and imaging metadata associated with images of the charts or graphs representative of the one or more metrics data.

Abstract: Described herein are machine learning methods and systems for application programming Interface (API) management. One or more machine learning-based models, such as a neural network, may be trained to provide a prediction(s) that an API request is likely to succeed (e.g., not cause the API to crash) or to fail (e.g., cause the API to crash, freeze, etc.). The one or more machine learning-based models may be trained using historical API requests that were successful and historical API requests that are not successful. Various aspects of the API requests, as well as system properties associated with the machine(s) that executes/processes the historical API requests, may be used as well when training the one or more machine learning-based models.

Abstract: An electrically operated window shade system includes a frame that is mounted on the outer side of the inner wall of an aircraft cabin. A cassette is mounted in the frame and includes one or more motors and drive systems and one or two shade elements that are moved between raised and lowered positions under electric control. A user can operated the electric controls to adjust the amount of light coming through the window, as desired.

Abstract: Technologies are provided for composition of a query via a user interface and for visualization of data responsive to the query. For example, based on interactions with a user interface, a data model may be defined. The interactions may be drag-and-drop interactions with the user interface. Based on the data model and a data context, the query may be determined and executed.

Abstract: Technologies are provided for detection and mitigation of high-risk online activity. The detection and mitigation can be implemented in real-time. In some embodiments, a computing system can determine that a risk assessment for an online activity is unavailable from an in-memory storage. The computing system can obtain the risk assessment for the online activity from a second computing system configured to apply a prediction model to data defining the online activity. The risk assessment can comprise a risk score and a risk category. The computing system can update the in-memory storage to incorporate the data and the risk assessment, and can determine that the risk assessment is indicative of the online activity being high-risk activity. The computing system can then cause denial of access to a computing platform to a user device associated with the online activity.

Abstract: Technologies are provided for database modification using a script component. In some embodiments, a method comprises executing, by a computing system comprising at least one processor, a script component comprising one or more functions to transform a database. The method also includes modifying, by the computing system, the database based on at least one transformation defined by the one or more functions in response to executing the script component.

Abstract: Described are various embodiments of a digital platform for community-based privacy-preserving data science.

Abstract: A microcode update system includes at least one memory device having a code region and a data region, and a microcode update engine that receives a microcode update, and writes the microcode update to the data region of the at least one memory device. Subsequent to writing the microcode update to the data region of the at least one memory device, the microcode update engine utilizes initialization code in the code region of the at least one memory device to perform initialization operations. During a microcode update portion of the initialization operations, the microcode update engine identifies the microcode update in the data region of the at least one memory device, and performs microcode update operations using the microcode update in the data region of the at least one memory device.

Abstract: An emergency position indicating radio beacon that includes a waterproof rigid housing, antenna, a retention carriage strap securely mounted around its exterior periphery on a spool in a storage position. In an emergency the user can unwind the retention carriage strap and form an adjustable loop in the strap using hook and loop fasteners to firmly attach the strap connected to the EPIRB housing to the user's arm that allows a user to transport the radio beacon with the retention carriage strap in a hands-free configuration.

Abstract: A microcode update system includes at least one memory device having a code region and a data region, and a microcode update engine that receives a microcode update, and writes the microcode update to the data region of the at least one memory device. Subsequent to writing the microcode update to the data region of the at least one memory device, the microcode update engine utilizes initialization code in the code region of the at least one memory device to perform initialization operations. During a microcode update portion of the initialization operations, the microcode update engine identifies the microcode update in the data region of the at least one memory device, and performs microcode update operations using the microcode update in the data region of the at least one memory device.

Abstract: A boot process security system includes a processing system including a plurality of registers, and at least one memory system that includes instructions that, when executed by the processing system, cause the processing system to provide a BIOS. During a Driver eXecution Environment (DXE) sub-process that is included in a boot process and that occurs prior to passing control of the boot process to any third-party drivers, the BIOS programs at least one of the plurality of registers in order to configure at least one secure subsystem. The BIOS then verifies, during the boot process, that the at least one secure subsystem has been configured to provide a predetermined configuration, and locks the at least one secure subsystem. The BIOS then confirms that the at least one secure subsystem has been locked prior to passing control of the boot process to any third-party drivers.

Abstract: An adjustable performance boot system includes a processing system and an SPI memory storing firmware volumes. The processing system retrieves, via an SPI interface at a first SPI interface performance level, a first firmware volume including a first hash value generated using a second firmware volume. The processing system then increases the SPI interface performance level, retrieves the second firmware volume via the SPI interface at the increased SPI interface performance level, generates a second hash value using that second firmware volume and, in response to it not matching the first hash value, lowers the SPI interface performance level. The processing system then retrieves the second firmware volume via the SPI interface at the decreased SPI interface performance level, generates a third hash value using that second firmware volume and, in response to it matching the first hash value, uses that second firmware volume to provide a BIOS.

Abstract: A boot process security system includes a processing system including a plurality of registers, and at least one memory system that includes instructions that, when executed by the processing system, cause the processing system to provide a BIOS. During a Driver eXecution Environment (DXE) sub-process that is included in a boot process and that occurs prior to passing control of the boot process to any third-party drivers, the BIOS programs at least one of the plurality of registers in order to configure at least one secure subsystem. The BIOS then verifies, during the boot process, that the at least one secure subsystem has been configured to provide a predetermined configuration, and locks the at least one secure subsystem. The BIOS then confirms that the at least one secure subsystem has been locked prior to passing control of the boot process to any third-party drivers.

Abstract: An adjustable performance boot system includes a processing system and an SPI memory storing firmware volumes. The processing system retrieves, via an SPI interface at a first SPI interface performance level, a first firmware volume including a first hash value generated using a second firmware volume. The processing system then increases the SPI interface performance level, retrieves the second firmware volume via the SPI interface at the increased SPI interface performance level, generates a second hash value using that second firmware volume and, in response to it not matching the first hash value, lowers the SPI interface performance level. The processing system then retrieves the second firmware volume via the SPI interface at the decreased SPI interface performance level, generates a third hash value using that second firmware volume and, in response to it matching the first hash value, uses that second firmware volume to provide a BIOS.

Abstract: The present invention relates to a microfluidic device for the detection of circulating tumour cells (CTCs) in a fluid sample. The invention also relates to an in vitro method for the detection and/or quantification of circulating tumour cells (CTCs) in a fluid sample. Further, the invention relates to in vitro methods for (a) diagnosing a tumour and/or metastasis in a subject, and (b) determining the prognosis of a subject suffering from a tumour and/or metastasis. Finally, the invention refers to a kit comprising (a) a microfluidic device according to the first aspect of the invention, and (b) labelled probes targeting a first CTCs surface marker and, optionally, at least a second CTCs surface marker.

Abstract: Container includes a base and a lid. The base has a base rim forming a base channel including a bottom wall, an inner sidewall, and an outer sidewall to define a channel space, a lock projection extending into the channel space from a first portion of the base rim, and a lever projection extending substantially outwardly from a second portion of the base rim. The lid has a lid rim forming a lid channel including a bottom wall, an inner sidewall, and an outer sidewall. The lid has a closed position in which the lid channel is aligned with and disposed at least partially within the channel space. The lever projection is configured to pivot upon application of an external force to cause the lock projection to move out from the channel space and to urge at least a portion of the lid rim out of the base channel.

Abstract: Methods and systems for processing data are disclosed. In an aspect, a first set of data can be received. A first set of intermediate data can be determined based on the first set of data. A basis for a factorization can be determined based on the first set of intermediate data. A second set of data can be received. The basis for the factorization can be updated based on the second set of data. The factorization can be performed based on the updated basis for the factorization.

Abstract: The present disclosure provides methods for preparing vesicles. In general, these methods include steps of providing a lyophilized lipid product and rehydrating the lyophilized lipid product with an aqueous solution comprising an antigen such that antigen-containing vesicles are formed. The lyophilized lipid product is prepared by dissolving vesicle-forming lipids in a polar-protic water-miscible organic solvent to produce a lipid solution and then lyophilizing the lipid solution. The present disclosure also provides antigen-containing vesicle formulations prepared using these methods. The present disclosure also provides kits that include a lyophilized lipid product in a first container and an aqueous solution comprising an antigen in a second container.

Abstract: High-voltage, high-frequency and high-power transformer having a core (1) on which a primary winding (2) is disposed on which a secondary winding (4) is disposed in an insulated manner, whereupon the entire assembly is housed and mounted in an insulator (3), wherein the insulator (3) is made up of two parts or halves (6) and (7) symmetrical with respect to a transverse vertical plane, each part having a hollow tubular element (3.1) housed inside an outer housing (3.2) of each half of the insulator, defining in each part an annular space (3.3) comprised between the outer wall of the tubular element (3.1) and the inner wall of the outer housing (3.2), where the secondary or high-voltage winding is disposed, the insulator (3) presenting in its outer housing (3.2) a slot (5), which is situated at zero volts level, and though which the oil penetrates towards the secondary winding.

Abstract: The present application provides compositions and methods useful for treating influenza. As described herein, the compositions and methods are based on the development of peptides and peptide combinations which exhibit immunogenic properties against influenza. In some embodiments, the peptide combinations induce a protective response against multiple strains of influenza, e.g., seasonal strains of influenza or even the new pandemic influenza A (H1N1) virus of swine origin.