Abstract: Systems and methods are provided for creating and executing a decision network that includes a number of stations configured to operate with respect to an instance of a document, container or other object. A user interface may be presented to a user that includes selectable options for configuring and connecting stations within the decision network, and for establishing executable logic for each station to modify or create data within fields of a container instance. Different stations in the decision network may be assigned different permissions with respect to the container. Individual stations in the decision network may be configured to determine a prediction or probability based on data accessible to the given station, where the prediction or probability of one station may be based in part on an earlier prediction or probability determined at another station of the decision network.

Abstract: A parking availability predictor system provides a prediction of parking availability that meets a user's specified needs. When the user submits a query for parking availability, he can include desired parking criteria such as location, handicapped status, and desired time to begin parking. The system consults a parking occupancy model which gathers current and historical information about parking occupancy, including parking durations and durations of vacancies between occupancies. The model processes the gathered information into a statistical predictor of parking occupancy and vacancy. The system uses the predictor to predict when parking that meets the user's needs will become available. That prediction, including user-suitable parking locations along with the expected start of their vacancies, is then sent to the user in answer to his query.

Abstract: A system for facilitating sender-side granular congestion control is provided. During operation, the first and second processes of an application can run on sender and receiver nodes, respectively. A first buffer on the sender node can be allocated to the first process. For the first process, the system can then identify a second buffer at a last-hop switch of the receiver node. The system can determine, based on in-flight packets, the utilization of the second buffer. The system can also determine a fraction of available space in the second buffer for packets from the first buffer based on the utilization. Subsequently, the system can determine whether the fraction of the available space can accommodate the next packet from the first buffer. If the fraction of the available space can accommodate the next packet, the system can allow the first process to send the next packet to the second process.

Abstract: There is a need for solutions that generates a temporally dynamic prediction for a particular prediction input. This need can be addressed by, for example, processing the prediction input using each of a plurality of temporally trained machine learning models to generate a corresponding model-specific prediction inference of a plurality of model-specific prediction inferences and processing the plurality of model-specific prediction inferences using an ensemble model to generate the temporally dynamic prediction for the prediction input.

Abstract: A buckle system and a method of accommodating a plurality of stack-up configurations of the buckle system is provided. The buckle system includes a base assembly, a locking assembly, and a plurality of optional universal assemblies. Each universal assembly is configured to selectively engage with or be disengaged from the base assembly, thereby changing the stack-up of the buckle system. The locking assembly is configured to be secured to the base assembly, thereby securing the buckle system in its current stack-up configuration. The buckle system can be moved between stack-up configurations by adding and removing universal assemblies, as desired. Each universal assembly is configured to rotate about a vertical axis of the base assembly, thereby accommodating a variety of strap configurations. The locking assembly is configured to translate vertically relative to the base assembly, and to be secured at various vertical positions, thereby accommodating a variety of stack-up configurations.

Abstract: In some general aspects, an apparatus for a light source includes: a monitoring module configured to monitor a fault status of one or more operating conditions of the light source; a decrement module configured to reduce an operating speed of a blower arranged in a gas discharge chamber of the light source if the fault status relating to one or more operating conditions of the light source is clear and if the decreased operating speed would be at or above a baseline speed; and an increment module configured to increase the operating speed of the blower if the fault status relating to one or more operating conditions of the light source is flagged. The blower is configured to displace a gas mixture including a gain medium from an energy source within the gas discharge chamber, the energy source configured to supply energy to the gas mixture.

Abstract: Described herein are techniques for adjusting notes of a first musical piece based on chord data of a second musical piece. A first musical piece is accessed, wherein the first musical piece comprises a plurality of notes. Chord data associated with a second musical piece is accessed. One or more of the plurality of notes are compared to the chord data. An aspect of the one or more of the plurality of notes is changed based on the comparison.

Abstract: The present disclosure relates to the intelligent distribution of data for robotic, autonomous, and similar systems. To reduce the impact of multi-agent coordination on networked systems embodiments are disclosed that include the use of action-based constraints which yield constrained-action POMDP (CA-POMDP) models, and probabilistic constraint satisfaction for the resulting infinite-horizon finite state controllers. To enable constraint analysis over an infinite horizon, an unconstrained policy is first represented as a finite state controller (FSC). A combination of a Markov chain Monte Carlo (MCMC) routine and a discrete optimization routine can be performed on the finite state controller to improve probabilistic constraint satisfaction of the finite state controller, while minimizing impact to a value function.

Abstract: Disclosed herein are methods, systems, and processes for centralized containerized deployment of network traffic sensors to network sensor hosts for deep packet inspection (DPI) that supports various other cybersecurity operations. A network sensor package containing a pre-configured network sensor container is received by a network sensor host from a network sensor deployment server. Installation of the network sensor package on the network sensor host causes execution of the network sensor container that further causes deployment of an on-premise network sensor along with a network sensor management system, a DPI system, and an intrusion detection/prevention (IDS/IPS) system. The configurable on-premise network sensor is deployed on multiple operating system distributions of the network sensor host and generates actionable network metadata using DPI techniques for optimized log search and management and improved intrusion detection and response (IDR) operations.

Abstract: A gas turbine engine has a shaft having an inner diameter surface. A plug is mounted in the shaft. An oil nozzle is positioned to direct a flow of oil to an interior of the shaft. The plug has: a first section; a second section having an outer diameter periphery; and an axial gap between the first section and the second section.

Abstract: Aspects of the subject technology include obtaining, by a first device associated with a first user account, one or more item-specific public keys of one or more devices associated with a second user account and generating a data structure representing the one or more devices associated with the second user account based on the one or more item-specific public keys. Aspects may also include providing an identifier of the data structure to a server for association with the item and generating an invitation for the second user account to access the item. Aspects may further include providing the invitation to a second device of the one or more devices associated with the second user account to provide the second device with access to the item via the server based on at least a portion of the data structure and a respective item-specific public key of the second device.

Abstract: Aspects of the subject technology provide for integration between a messaging system and a collaborative application. A messaging system may receive, via user input, an instruction to create a message thread with a plurality of user accounts. The message thread may include a document link associated with a collaborative application. The messaging system may generate, for each of the user accounts, an obfuscated identifier associated with that user account and a document link. The messaging system may provide the obfuscated identifiers to the collaborative application. An initial message exchanged between the plurality of user accounts with the document link in the message thread may establish, for the collaborative application, the obfuscated identifiers that will be associated with the document link.

Abstract: Disclosed herein are methods, systems, and processes for centralized containerized deployment of network traffic sensors to network sensor hosts for deep packet inspection (DPI) that supports various other cybersecurity operations. A network sensor package containing a pre-configured network sensor container is received by a network sensor host from a network sensor deployment server. Installation of the network sensor package on the network sensor host causes execution of the network sensor container that further causes deployment of an on-premise network sensor along with a network sensor management system, a DPI system, and an intrusion detection/prevention (IDS/IPS) system. The configurable on-premise network sensor is deployed on multiple operating system distributions of the network sensor host and generates actionable network metadata using DPI techniques for optimized log search and management and improved intrusion detection and response (IDR) operations.

Abstract: A novel transgenic corn elite event designated MZIR098 is disclosed. The invention relates to DNA sequences of the recombinant constructs inserted into the corn genome and of genomic sequences flanking the insertion site that resulted in elite event MZIR098. The invention further relates to assays for detecting the presence of the DNA sequences of corn elite event MZIR098, to corn plants and corn seeds comprising the genotype thereof, and to methods for producing a corn plant by crossing a corn plant comprising the elite event MZIR098 genotype with itself or another corn variety.

Abstract: An article includes a hybrid nanocomposite product, which includes a nanostructure array and a resin matrix contained among and/or around the nanostructure array. The array/matrix is placed in between layers of dry or resin-infused fiber composite to permit formation of a composite structure. The nanostructure array and/or the resin matrix may be disposed in an abutting relationship with other layers of a composite. The array/matrix can provide reinforcement of the composite in the z-direction. Transfer of resin into dry fiber forms may be provided when the array/matrix acts as a resin transfer medium. Nanostructure arrays with a resin matrix can be prepared to form a resin film product. Methods are presented for infusing composites via resin-transfer molding (RTM), vacuum-assisted resin transfer molding (VARTM), resin film infusion (RFI), or injection molding wherein a resin matrix film substantially maintains alignment and position of the nanostructure array during the infusion process.

Abstract: Embodiments relate to adapting assets for a video game based on social media interaction. Instructions are sent to a computing device associated with a social media platform to create a social media post comprising at least one piece of multimedia content relating to a video game, the at least one piece of multimedia content produced by a player of the video game. Data is received from the computing device indicative of one or more indications of user interaction with the social media post. A score is determined for the player based at least in part on the received data indicative of the one or more indications of user interaction relating to the social media post. One or more assets of the video game are adapted for the player based at least in part on the determined score for the player.

Abstract: Systems and methods relate to a Self-Organizing Network (SON) that makes changes to operating parameters for the purpose of load balancing, to increase data communication throughput and capacity. A device may determine load balancing ratios and unused throughput for a first frequency band and a second frequency band for a cell site. The device may also determine, based on the load balancing ratios and the unused throughputs, whether a load balancing procedure for the cell site should be performed to increase a traffic throughput at the cell site.

Abstract: Through a workflow interface, a document management system enables a user to establish a document workflow. The document workflow establishes a set of document actions for the document management system to perform automatically in response to a request from the user. The user defines the document workflow by selecting from a set of workflow operations and specifying parameters for the selected workflow operation. The user additionally defines an approval workflow operation and a rejection workflow operation that designate document actions in the event that a document is approved or rejected, respectively. The document management system performs at least a portion of the document workflow in an order determined from the workflow interface.