Abstract: The present invention includes a device for hypoxia training comprising: one or more electrochemical cells each comprising: a cathode and an anode separated by a proton exchange membrane, each of the anode and cathode in communication with an input and an output, wherein the input of the cathode is in fluid communication with ambient air, and wherein the input of the anode is in fluid communication with a source of liquid water; a power supply connected to the one or more electrochemical cells; and a mask in fluid communication with the output from the cathode of the one or more electrochemical cells, wherein oxygen is removed from the ambient air during contact with the cathode when hydrogen ions separated from liquid water by a catalyst on the anode convert oxygen in the ambient air into water.

Abstract: The present invention discloses a novel system and a method for providing real-time long-range connectivity between a UAV and a ground controller. This technology opens the door to a range of new UAV/drone based applications that have not been possible until now. The present invention discloses a technique to control the UAV using a user device by using a high speed long distance communication techniques.

Abstract: A learning-based model is trained using a plurality of attributes of media. Depth estimation is performed using the learning-based model. The depth estimation supports performing a computer vision task on the media. Attributes used in the depth estimation include scene understanding, depth correctness, and processing of sharp edges and gaps. The media may be processed to perform media restoration or the media quality enhancement. A computer vision task may include semantic segmentation.

Abstract: In some examples, a system includes a memory configured to store a first image and a second image captured by one or more cameras mounted on one or more vehicles and store locations and orientations of the one or more cameras at times when the first and second images were captured. The system also includes processing circuitry configured to identify an existing landmark in the first and second images. The processing circuitry is also configured to determine a latitude, a longitude, and an altitude of the existing landmark based on the locations and orientations of the one or more cameras at the times when the images were captured. The processing circuitry is configured to create a file including the location of the existing landmark and pixel coordinates of the existing landmark in the first and second images.

Abstract: The present application relates to securinine or norsecurinine analogues that, when administered to immature myeloid cells, promote differentiation of these cells to mature cells that do not readily proliferate. Therefore, the agents are useful in the treatment of myeloid disorders including myeloproliferative disorders, acute myeloid leukemia, and autoimmune diseases. The agents may also be used as a myeloablative agent in conjunction with a bone marrow transplant or stem cell therapy.

Abstract: Aspects of the present invention provide an approach for optimizing a presentation of content on a display of a user device for an identified user. Application behavior metrics and user behavior metrics are tracked over time for the particular user based on the applications executing on the user device and the user's interactions with the content presented by each application. Sections of content are assigned a priority based on the collected metrics which identify content sections (i.e., focus areas) most likely relevant to the user. Based on the assigned priorities, content from one or more applications is presented to the user in an optimal manner (e.g., not overlaid or obscured).

Abstract: A method for performing a backup operation includes obtaining a restoration request, and in response to the restoration request: identifying a first set of backups, wherein each backup in the first set of backups is associated with requested data, mounting the first set of backups from the backup storage system, performing data mining on the first set of backups to obtain a hierarchical structure, providing a set of options to a client based on the hierarchical structure, obtaining a selection from the client, wherein the selection is a portion of the set of options, obtaining selected content based on the selection, wherein the selected content is in a source format, converting the selected content from a source format to a target format to obtain target formatted user-specified content, and initiating a transfer of the target-formatted user-specified content to a cloud-based service.

Abstract: Provided is a process, including: obtaining a first training dataset, training a first machine-learning model on the first training dataset, obtaining a set of candidate question sequences, forming virtual subject-entity records, forming a second training dataset, training a second machine-learning model, and storing the adjusted parameters of the second machine-learning model in memory.

Abstract: An apparatus for performing restore operations for data packets by a restore agent is provided. The apparatus predicts a first time period of completing a first restore operation for the data packets and determines a second time period of performing the first restore operation until the first restore operation is stopped at a point of time. The apparatus also identifies an incomplete status of the first restore operation at the point of time based on a comparison between the first time period and the second time period, and collects information describing the incomplete status. The apparatus further starts a second restore operation for the data packets from the incomplete status based on the information.

Abstract: A transaction method using an electronic device. The method comprises detecting, during an online transaction, one or more fields capable of being automatically filled by the electronic device, the one or more fields associated with the online transaction. The method further comprises obtaining, using a sensor, biometric information of a user of the electronic device, and verifying an identity of the user of the electronic device based on the obtained biometric information. Additionally, the method includes, in response to verifying the identity of the user of the electronic device based on the obtained biometric information: identifying personal information of the user to be automatically filled into the one or more fields based on the verified identity, and inserting the identified personal information into the one or more fields for the online transaction.

Abstract: A surgical stapling apparatus includes an end effector having an anvil assembly and a staple cartridge assembly, and an anvil buttress retention system releasably disposed on the anvil assembly. The anvil buttress retention system includes an anvil buttress and a retention member including an elongated body looped around at least a portion of the anvil buttress with a free end of the elongated body extendable through a looped end of the elongated body in an untightened configuration such that the anvil buttress retention system is slidable relative to the anvil assembly. The free end of the retention member is movable relative to and through the looped end to a tightened configuration to secure the anvil buttress retention system to the anvil assembly.

Abstract: Methods and systems for restoring data from a target device are described. According to some embodiments, the method receives a first set of data packets for restore, where the first set of data packets includes a multiplicity of data chunks. The method further captures footprints of the first set of data packets in a cache disk array. In response to receiving an acknowledgement from the cache disk array indicating the footprints of the first set of data packets have been captured, the method pushes each data chunk of the first set of data packets to a construction container for reconstruction of backup data. In response to receiving an acknowledgement from the construction container indicating the data chunk is successfully pushed, the method flushes the respective footprint of the data chunk from the cache disk array.

Abstract: A voltage source inverter comprises a rectifier circuit having an input for connection to a multi-phase AC power source and converting the AC power to DC power and an inverter circuit for receiving DC power and converting the DC power to AC power. A DC bus circuit is connected between the rectifier circuit and the inverter circuit to provide a relatively fixed DC voltage for the inverter circuit, the DC bus circuit comprising a DC bus including a first bus rail comprising an inductor and a second bus rail, and a soft charge circuit connected in series with a DC bus capacitor network between the first and second rails, the DC bus capacitor network comprising a first capacitor branch including a pair of capacitors with a fuse connected in series between the capacitors, a balancing resistor across each capacitor and a snubbing capacitor connected across the fuse.

Abstract: Systems and methods are provided for using an integrated circuit design tool to analyze timing requirements of a circuit design for an integrated circuit. A slack is calculated for a timing path in the circuit design that fails to satisfy a timing constraint. The slack is decomposed into multiple categories of delays in the timing path. The categories of delays for the slack may include intrinsic margin, clock skew, logic delay, and fabric interconnect delay. The logic delay may include local interconnect delay and logic circuit delay. The fabric interconnect delay may include delays in interconnect elements that are used to make connections between larger blocks of the logic circuits. Different optimization strategies are provided to solve the timing constraint failure for each of the different categories of slack breakdown. Slack profiles of the entire design in each of the four categories of slack are also provided.

Abstract: Cluster state information is generated in response to a request to establish a connection with a cloud service system. The cluster state information includes a first instance of a security token and host information. The cluster state information is provided to a web browser associated with a user. The web browser associated with the user is redirected to a cloud identity provider. The cloud identity provider is configured to provide to the cloud service system via the web browser associated with the user, the cluster state information that includes the first instance of the security token and the host information. A certificate is requested from the cloud service system. The cluster state information that includes a second instance of the security token is provided to the cloud service system. The cloud service system is configured to establish the connection based on comparison between the first instance of the security token and the second instance of the security token.

Abstract: An orchestrator process can efficiently distribute images of virtual network functions (“VNFs”) in a telco network. The images can be accompanied by metadata that describes VNF requirements, such as computing requirements and functional characteristics. Based on the image metadata and location of a virtual infrastructure manager (“VIM”), the orchestrator can select a storage location and deploy the image to the storage location. The VIM can instantiate a corresponding VNF by retrieving the image. The orchestrator can track the storage location and cause the VIM to delete the image if the image is not used for a threshold period of time.

Abstract: The present disclosure generally relates to a primary load management system configured to execute machine learning and artificial intelligence techniques to generate predictions of access-right requests that are or are likely to be invalid before the access-right requests are processed for assignment to users or user devices. More particularly, the present disclosure relates to systems and methods that collect a data set representing characteristics of user devices as the user devices interact with various systems of the primary load management system, train a machine-learning model to predict invalid access-right requests using the collected data set, and execute the trained machine-learning model to process new access-right requests to generate predictions as to whether or not the new access-right requests are invalid.

Abstract: In one embodiment, a method includes receiving a stored copy request indicating data and including a request identifier, scheduling publication of the data to an object store, and sending a subscription request indicating the data and the request identifier to the object store. In another embodiment, a method includes receiving a publication request indicating data to be copied, wherein the publication request is a recording request indicating a channel and a timespan, receiving one or more subscription requests for the data, receiving the data, and generating a copy of the data for each subscription request.

Abstract: Provided herein is are multilayer damping laminates comprising alternating damping and constraining layers. The materials and configurations of the damping layers are selected such that the damping layers have a decreasing glass transition temperature profile beginning at the first damping layer, allowing the laminates to effectively dissipate vibrations over a wider range of operating temperatures and/or frequencies. Also provided are systems and methods using the multilayer damping laminates.