Abstract: Improved mechanisms for collecting information from a diverse suite of sensors and systems, calculating the current precipitation, atmospheric water vapor, atmospheric liquid water content, or precipitable water and other atmospheric-based phenomena, for example presence and intensity of fog, based upon these sensor readings, predicting future precipitation and atmospheric-based phenomena, and estimating effects of the atmospheric-based phenomena on visibility, for example by calculating runway visible range (RVR) estimates and forecasts based on the atmospheric-based phenomena.

Abstract: The present disclosure suggests to expand and improve the method of utilizing channel resources in the 802.11be standard by allowing the use of multiple and non-contiguous portions of a channel. Supporting multiple resource units (MRUs) and non-contiguous resource units (RUs) improves the channel utilization by making it more efficient due to enhancing the capability of leveraging the channel selectivity. To this end, a wireless network device for resource allocation is provided and configured to define a non-contiguous MRU in the bandwidth of the channel. The channel comprises a plurality of RUs, and the MRU is defined based on non-punctured RUs after puncturing one or more of the RUs of the channel, and/or is defined by aggregating two or more non-adjacent RUs of the channel.

Abstract: Mechanisms are provided for detecting fraudulent user flows associated with a website. User flow data, representing an interaction by a user with content of a website, is received and converted to a vector representation that represents a time series transition from one portion of website content to another of the website. The vector representation is input to a trained sequential machine learning computer model which generates a classification of the vector representation. A determination as to whether or not the user flow data represents a fraudulent user flow is made based on the classification. An output is generated that indicates whether or not the user flow is a fraudulent user flow based on the detection.

Abstract: A display for providing an image to an eye of an observer is disclosed. An image generator provides image illumination corresponding to the image to a substrate having mutually-parallel major external surfaces for propagation within the substrate. An intermediate optical arrangement including at least one astigmatic optical element directs the image illumination from the image generator so as to propagate within the substrate in a first in-plane direction by internal reflection. A reflective optical arrangement having cylindrical optical power reflects the image illumination so as to propagate in a second in-plane direction by internal reflection. A coupling-out arrangement couples out the collimated image illumination towards an eye of an observer. The intermediate optical arrangement includes an element deployed to generate a corrective optical aberration that at least partially cancels out with a characteristic aberration introduced by the reflective optical arrangement.

Abstract: An optical system includes a light-guide optical element (LOE) formed from transparent material and having parallel major external surfaces. A projector is configured to project illumination corresponding to a collimated image into the LOE via a reflective coupling-in configuration that includes an image injection surface coplanar with the first major external surface, a reflector surface obliquely angled to the major external surfaces, and a partially-reflecting surface parallel to the reflector surface. A first part of the intensity of the illumination of the collimated image is reflected by the partially-reflecting surface and a second part of the intensity of the illumination of the collimated image is reflected by the reflector surface and transmitted by the partially-reflecting surface. Both parts of the intensity contribute to image illumination coupled into the LOE so as to propagate within the LOE by internal reflection at the major external surfaces.

Abstract: A method, a system, and a non-transitory computer readable medium for accurate Raman spectroscopy. The method may include executing at least one iteration of the steps of: (i) performing, by an optical measurement system, a calibration process that comprises (a) finding a misalignment between a region of interest defined by a spatial filter, and an impinging beam of radiation that is emitted from an illuminated area of a sample, the impinging beam impinges on the spatial filter; and (b) determining a compensating path of propagation of the impinging beam that compensates the misalignment; and (ii) performing a measurement process, while the optical measurement system is configured to provide the compensating path of propagation of the impinging beam, to provide one or more Raman spectra.

Abstract: An apparatus comprising an interface and a processor. The interface may be configured to receive data about an interior of a vehicle. The processor may be configured to process the data, determine a number of occupants in the vehicle in response to an analysis of the data and generate a counter signal comprising the number of the occupants in the vehicle. The counter signal may be generated in a format compatible with a toll interface of a toll tag. The toll tag may be implemented in the vehicle. The toll tag may be configured to generate a readable occupant count in response to the counter signal. The readable occupant count may be configured to be scanned by an automatic roadway system.

Abstract: The present invention discloses a system for monitoring and alert, implemented by plurality of modules comprising one or more processors, operatively coupled to non-transitory computer readable storage devices, comprising the steps of: —analysis module configured for aggregating and/or synchronizing, filtering and calculating intensity changes and or creating data patterns template for each data type from data meters of electricity, waterflow gas data and all types of data communication flow: —data pattern analyse module, configured to identify anomaly between the current measured pattern data and compare it with the template saved in the memory, on the same time and day of the week, two weeks or three weeks. —alert module configured for determining alerts based on identifying anomaly in data patterns.

Abstract: A transmitting device for supporting Hybrid Automatic Repeat Request (HARQ) includes scrambling and encoding, in which the order of scrambling and encoding is changed compared to the conventional transmitter. Likewise, a receiving device for supporting HARQ includes descrambling and decoding, in which the order of descrambling and decoding is changed compared to the conventional receiver. In particular, the transmitting device is configured to encode at least one data unit using Forward Error Correction (FEC) coding, scramble the encoded data unit based on a scrambling seed, provide an indication of the scrambling seed that is separate from the scrambled and encoded data unit, and transmit the indication of the scrambling seed and then the scrambled and encoded data unit to the receiving device.

Abstract: Methods, systems, and computer storage media for providing data security posture management using a sensitive data reclassification engine in a security management system. Data security posture management provides security operations—including identifying and remediating risk exposure—to securely manage data, resources, and workloads. In operation, sensitive data scan results are accessed. A scanned data item having a first data sensitivity confidence score—and a first data classification that indicates that the scanned data item is a potentially sensitive data item—is identified in the sensitive data scan results. Based on the scanned data item having the first data classification, scanned metadata comprising a sensitive data attribute is accessed.

Abstract: An information processing apparatus includes: readout processor circuitry configured to read out a tree-structured learned model that is obtained by performing a learning process on a tree-structured model by using a first data set; leaf node identification processor circuitry configured to input a second data set to the tree-structured learned model and identify a first leaf node that is a leaf node corresponding to the second data set in the tree-structured learned model; and a ratio information generator configured to generate information related to a ratio between a number of all leaf nodes of the tree-structured learned model, and a number of the first leaf nodes or a number of second leaf nodes. The second leaf nodes are leaf nodes that do not each correspond to the first leaf node among the leaf nodes of the tree-structured learned model.

Abstract: A system for using staging buffers in broadcast or multicast operations is disclosed. In some embodiments, the system comprises a server fabric adapter (SFA) communicatively coupled to a plurality of accelerators. The system is configured to provide a memory tier that is accessed by the plurality of accelerators; receive data in a send queue of the memory tier; establish an association between buffers of the send queue and one or more receive queues based on a pattern of sharing defined by one or more of the plurality of accelerators; and transmit the data to the one or more accelerators by sending the data from the send queue to the one or more receive queues based on the association.

Abstract: A camera having an integrated dewar cooler assembly (IDCA) with an optical window, and a reduced dark current photodetector disposed within the IDCA to receive light passing through the optical window. The photodetector comprising a semiconductor photo absorbing layer, a semiconductor barrier layer having a thickness and a first side adjacent a side of the photo absorbing layer, the barrier layer exhibiting a valence band energy level substantially equal to the valence band energy level of the photo absorbing layer and a conduction band energy level exhibiting an energy gap in relation to the conduction band of the photo absorbing layer, and a contact area comprising a doped semiconductor, the contact area is adjacent a second side of the barrier layer opposing the first side. The energy gap and/or the thickness of the of the barrier layer is sufficient to minimize charge carriers tunneling and thermalization.

Abstract: Disclosed herein are techniques for efficiently providing controller data as part of a maintenance or update process. Techniques include receiving, from a first remote computing device, a message associated with at least one controller extracting, based on the received message, an image of software associated with the at least one controller; accessing, based on the extracted image, a delta file; and transmitting the accessed delta file to a second remote computing device.

Abstract: A channel sounding method and a channel sounding apparatus are disclosed. The method includes: A first communication apparatus sends a null data packet announcement (NDPA) frame, and sends a null data packet (NDP); and a second communication apparatus and a third communication apparatus receive the NDPA frame and the NDP.

Abstract: Generating expanded responses that guide continuance of a human-to computer dialog that is facilitated by a client device and that is between at least one user and an automated assistant. The expanded responses are generated by the automated assistant in response to user interface input provided by the user via the client device, and are caused to be rendered to the user via the client device, as a response, by the automated assistant, to the user interface input of the user. An expanded response is generated based on at least one entity of interest determined based on the user interface input, and is generated to incorporate content related to one or more additional entities that are related to the entity of interest, but that are not explicitly referenced by the user interface input.

Abstract: A method includes, in a user device (24) that runs an Operating System (OS-48), deciding to preload at least a User-Interface (UI) display of a user application (26). At least the UI display is preloaded in a simulated-foreground mode in which the UI display is (i) processed in a foreground mode by the user application, but (ii) kept in a background mode by the OS and hidden from a user of the user device.

Abstract: A computerized method of processing data for use in weather modeling is provided. The method includes receiving, from a first data source, by a first server, microwave link data including signal attenuation information. The method also includes pre-processing, in real time, by the first server, the microwave link data, thereby producing pre-processed microwave link data. The method also includes storing the pre-processed microwave link data in a first data store. The method also includes receiving, from the first data store, by a second server, the pre-processed microwave link data. The method also includes processing, on a scheduled routine, by the second server, the pre-processed microwave link data using a data transform, thereby producing first weather data.

Abstract: A method for detection of counterfeit and cyber electronic components, comprising: obtaining one or more features from a plurality of electronic components of a first type and from a plurality of electronic components of a second type: processing the one or more features to create a unique model related to an electronic component of the first type and to an electronic component of the second type; examining a detected electronic component by obtaining one or more features of the detected electronic component; executing the unique model with the one or more features of the detected electronic component; determining if the detected electronic component is an authentic electronic component of the first type or the second type; and evaluating the state of the detected electronic component's soldering pads, thereby enabling to detect reworking of a soldering pad of the detected electronic component as an indication of counterfeiting and to evaluate the quality of the pad for solderability.

Abstract: A server fabric adapter (SFA) communication system is disclosed. In some embodiments, the SFA communication system comprises an SFA communicatively coupled to a plurality of controlling hosts, a plurality of endpoints, and a plurality of network ports. The SFA is configured to receive a network packet from a network port of the plurality of network ports; separate the network packet into different portions, each portion including a header or a payload; map each portion of the network packet to: (i) a controlling host of the plurality controlling hosts, the controlling host being designated as a destination controlling host, or (ii) an endpoint of the plurality of endpoints, the endpoint being designated as a destination endpoint; and forward a respective portion of the network packet to the destination controlling host or the destination endpoint.