Abstract: An optical communication system includes an optical transmitter and one or more processors. The optical transmitter is configured to output an optical signal, and includes an average-power-limited optical amplifier, such as an erbium-doped fiber amplifier (EDFA). The one or more processors are configured to receive optical signal data related to a received power for a communication link from a remote communication system and determine that the optical signal data is likely to fall below a minimum received power within a time interval. In response to the determination, the one or more processors are configured to determine a duty cycle of the optical transmitter based on a minimum on-cycle length and a predicted EDFA output power and operate the optical transmitter using the determined duty cycle to transmit an on-cycle power that is no less than the minimum required receiver power for error-free operation of the communication link.

Abstract: The present invention relates to the production of structural proteins and virus-like particles (VLPs) of flaviviruses and hepatitis C. Production is through use of a single expression cassette comprising a viral structural gene, a furin encoding gene and a bicistronic expression element such as an internal ribosome entry site (IRES) between the viral and furin genes. Both the viral gene and furin gene can include a partial capsid encoding sequence acting as a signal peptide to co-locate the viral protein and furin and to act as a membrane anchor for the viral protein and furin. A separate expression cassette comprising a non-structural viral gene can be combined with the initial cassette. The structural proteins and VLPs can be used in vaccines and in the treatment of viral infections.

Abstract: The invention relates to manufacturing a surgical guide to be placed in a patient's mouth. The patient's mouth is scanned to obtain surgical-region scan data at a region where an implant is to be located. The patient's mouth is also scanned in the opened position to acquire dental conditions opposite from the surgical region so as to obtain opposing-condition scan data. A virtual model is developed using the surgical-region scan data and the opposing-condition scan data. Using the virtual model, a surgical plan is developed that includes the location of the implant to be installed in the patient. A virtual surgical guide is also developed based on the surgical plan. The dimensions of instrumentation to be used with the surgical guide are checked to ensure they will fit within the mouth by use of the opposing-condition scan data. After checking, final surgical-guide manufacturing information is obtained for manufacturing the surgical guide.

Abstract: Methods, systems, and computer program products are described herein for detecting malicious cloud-based resource allocations. Such detection may be achieved using machine learning-based techniques that analyze sequences of cloud-based resource allocations to determine whether such sequences are performed with a malicious intent. For instance, a sequence classification model may be generated by training a machine learning-based algorithm on both resource allocation sequences that are known to be used for malicious purposes and resource allocation sequences that are known to be used for non-malicious or benign purposes. Using these sequences, the machine learning-based algorithm learns what constitutes a malicious resource allocation sequence and generates the sequence classification model.

Abstract: The present disclosure provides oligonucleotides that comprise semi-random barcode sequences. Such oligonucleotides may be incorporated into reverse transcription primers, PCR primers, or portions of sequencing adapters in preparing sequencing libraries. The resulting sequencing libraries can be used for accurate sequencing, including DNA or RNA counting and mutation detection. Methods and kits for preparing sequencing adapters and sequencing libraries are also provided.

Abstract: Devices including a wireless receiver, e.g., indoor CBSDs, in a local network, e.g. a campus network, monitor for wireless signals conveying synchronization information. Different devices in the local area network may detect wireless signals conveying synchronization information from one or more different sources. A device detecting a source of synchronization information generates and sends a timing signal accuracy report to a switch, e.g. an intelligent IDF switch, included in the local network. The switch receives multiple timing signal accuracy reports, selects a “best” sync source and designates the particular device, e.g., particular CBSD, which reported the best sync source, to be the current master timing device for the local network. The switch communicates the address, e.g., IP address, of the selected master to the devices within the local network.

Abstract: Methods and apparatus are provided for optimizing operations for a fracturing injection waste disposal well especially where the formation is damaged or tight such that pressure fall-off tests are impractical due to extended leak-off rate times. Formation closure pressure and formation stress are calculated using Instantaneous Shut-in Pressure rather than traditional methods requiring actual fracture closure.

Abstract: The present description provides high working capacity adsorbents with low DBL bleed emission performance properties that allows the design of evaporative fuel emission control systems that are lower cost, simpler and more compact than those possible by prior art. Emission control canister systems comprising the adsorbent material demonstrate a relatively high gasoline working capacity, and low emissions.

Abstract: A method for detecting machine logon attacks within a cloud service. The method can include accessing a collection of network traffic protocol monitoring data. The network traffic protocol monitoring data can be network traffic protocol monitoring data across a cloud service. The method can also include analyzing the collection of network traffic protocol monitoring data to identify anomalous behavior by attacker entities associated with IP addresses indicating a brute force attack by the attacker entities associated with the IP addresses. Then, based on the anomalous behavior, the method can comprise identifying the IP addresses associated with the attacker entities, and at least one of attack patterns or campaign attack characteristics. Finally, the method can include compiling IP addresses associated with the attacker entities and the at least one of attack patterns or campaign attack characteristics into a reference data structure.

Abstract: Exemplary embodiments are directed to a method for allowing a user at a first client device to provide access to restricted content on a content provider server to a user at a second client device without providing identifying information of the second client device or the user to the content provider. The second client device receives, in a messaging app, a message from the first client device comprising a link to a content item at a content provider and an identifier of a private/public key pair on the second client device. Second client device displays the link in the user interface of the messaging app and receives a user selection of the link. Second client device generates generating a digital signature for the link using the private key of the private/public key pair and sends the link and the digital signature to the content provider. The content item is then received from the content provider and displayed on the second client device.

Abstract: The present disclosure relates to systems and methods for using transfer learning in log parsing neural networks. In one implementation, a system for training a neural network to parse unstructured data may include a processor and a non-transitory memory storing instructions that, when executed by the processor, cause the system to: receive unstructured data; apply a classifier to the unstructured data to determine that the unstructured data comprises a new category of unstructured data; in response to the determination, identify an existing category of unstructured data similar to the new category; based on the identified existing category, select a corresponding neural network; reset at least one weight and at least one activation function of the corresponding neural network while retaining structure of the corresponding neural network; train the reset neural network to parse the new category of unstructured data; and output the trained neural network.

Abstract: A method includes obtaining vulnerability scan results for a first subset of assets of an enterprise system and populating an observation data structure, based on the obtained vulnerability scan results, indicating which vulnerabilities are observed on respective ones of the assets. The method also includes determining a set of recommendations for missing entries of the observation data structure for a second subset of the assets of the enterprise system utilizing at least one recommender system that comprises at least one similarity function for determining similarity between a first and second sets of vulnerabilities observed on ones of the first and second subsets of the assets. The method further includes predicting vulnerabilities affecting the second subset of assets utilizing a machine learning model and the determined set of recommendations, and applying remediation actions for remediating the predicted vulnerabilities affecting the second subset of the assets.

Abstract: An intelligent, automated system for loading agricultural product application equipment is provided in which a control system can determine a necessary amount of product for completing a field operation and can automatically couple with a tendering system to receive such product at an optimal time and location. The control system can determine a current amount of product, a projected amount of product necessary to complete a field operation and a refill amount of product from the current amount and the projected amount, then transmit the refill amount to the tender. The control system can further determine whether a position of the equipment relative to the tender is within a threshold, and whether an intake coupler of the equipment is connected to a supply coupler of the tender, and can control valve(s) to open and close channel(s) for loading fluid into the storage tank.

Abstract: A graph of devices is constructed, each device requiring an amount of bandwidth over the network, each vertex of the graph corresponding to a respective one of the devices, each edge of the graph connecting devices according to a weight denoting interference between the connected devices. The vertices of the graph are labeled with labels such that no two vertices sharing the same edge have the same label, each label requiring bandwidth corresponding to the device of that label requiring the most bandwidth. If the sum of the bandwidth required for the labels exceeds the set bandwidth, the edge of the graph having the least interference is deleted, and the perform the construct and label operations are repeated. If the sum of the bandwidth required for the labels is within the set bandwidth, the bandwidth is assigned to the devices.

Abstract: A toy dart gun is provided including a gun shell, a trigger assembly, and a compression assembly. The trigger assembly includes a swing arm coupled to the gun shell and movable between a safe position and a fire position, and a swing arm pusher extending from the gun shell and having an inclined surface. The compression assembly includes a compression chamber positioned within the gun shell and having a barrel opening and an opposite holder opening, and a plunger slidably insertable through the holder opening and movable between a retracted position and an extended position. As the swing arm moves toward the fire position, the swing arm engages the plunger and pulls the plunger toward the extended position. When the swing arm is in the fire position, the swing arm pusher deflects the swing arm from engagement with the plunger and the plunger is biased toward the retracted position.

Abstract: A fastener extractor device for removing seized fasteners and aiding in disengaging the extractor device from said seized fastener afterwards. The extractor device includes a shank body, a drive head, a torque-tool body, a tubular sleeve, an external thread, and an internal thread. The torque-tool body includes a plurality of laterally-bracing sidewalls and an at least one engagement feature. The engagement feature is integrated into a specific sidewall to bite into a sized fastener. The drive head is terminally and concentrically connected to the shank body to receive an external torque tool. The torque-tool body is terminally and concentrically connected to the shank body, opposite the drive head. The tubular sleeve is slidably engaged along the shank body through the internal thread and the external thread to physically disengaged the torque-tool body from a seized fastener.

Abstract: Techniques for managing storage devices involve: combining storage devices in a redundant array of independent disks (RAID) into a group of devices in an order of physical storage capacities; determining a first number of device sets based on a number of devices in the group and a threshold number of devices to be divided into each set, the number of the devices being greater than the threshold number; selecting at least one capacity promotion set from the group, each capacity promotion set including a second number of devices having a same physical capacity, the second number being equal to a sum of a width of the RAID and a number of devices in each set that is reserved; and forming the first number of sets by combining each of capacity promotion set and devices in the group other than each capacity promotion set.

Abstract: A method is provided for signaling individual layer parameters in a transport stream that includes: indicating, using a supplemental enhancement information (SEI) message in the video stream, operation point information; inserting the operation point information in the transport stream using an operation point descriptor; and providing the operation point descriptor in a Program Map Table (PMT).