Abstract: One variation of a method for monitoring manufacture of assembly units includes: receiving selection of a target location hypothesized by a user to contain an origin of a defect in assembly units of an assembly type; accessing a feature map linking non-visual manufacturing features to physical locations within the assembly type; for each assembly unit, accessing an inspection image of the assembly unit recorded by an optical inspection station during production of the assembly unit, projecting the target location onto the inspection image, detecting visual features proximal the target location within the inspection image, and aggregating non-visual manufacturing features associated with locations proximal the target location and representing manufacturing inputs into the assembly unit based on the feature map; and calculating correlations between visual and non-visual manufacturing features associated with locations proximal the target location and the defect for the set of assembly units.

Abstract: A data processing apparatus includes circuitry configured to: obtain an image of a person participating in a sport; determine, using the image, pose information indicative of a pose of the person; determine, using historical information indicative of a relationship between the determined pose information and a probability of an occurrence of an event of the sport, a probability of the occurrence of the event of the sport; and output the determined probability of the occurrence of the event of the sport.

Abstract: A method for generating a sports game highlight video based on excitement of gameplay includes receiving video of the sports game from at least one image capture device; performing object tracking analysis on the video to generate tracking data providing object trajectory and player position information; identifying shot events in the video of the sports game based on said tracking data; extracting video segments of the identified shot events from the video of the sports game; generating shot event metadata for indexing the video segments; calculating a point excitement matrix by a point excitement model based on said shot event metadata; and generating a sports game highlight video based on said point excitement matrix.

Abstract: A method for generating a sports game highlight video based on winning probability includes receiving video of the sports game from at least one image capture device; performing object tracking analysis on the video to generate tracking data providing ball trajectory and player position information; identifying a shot event in the video of the sports game based on said tracking data; extracting video segments of the identified shot events from the video of the sports game; generating shot event metadata for indexing the video segments; computing a winning probability matrix including winning probabilities at point level by winning probability model of the sports game, based on said shot event metadata; and generating a sports game highlight video based on said winning probability matrix.

Abstract: Methods, systems, and apparatus are described for throttling a distributed processing system. In one aspect, a method includes identifying records being processed by a distributed processing system that performs agent processes, each of the records including a corresponding timestamp; determining, based on timestamps of the records that have been processed by a first agent process, a first agent progress; identifying a dependent agent process performed by the distributed processing system, wherein the dependent agent process processes only records that have been processed by the first agent process; determining, based on timestamps of records that have been processed by the dependent agent process, a dependent agent progress; and throttling performance of the first process based on the first agent progress and the dependent agent progress.

Abstract: Methods, systems, and apparatus are described for throttling a distributed processing system In one aspect, a method includes identifying records being processed by a distributed processing system that performs agent processes, each of the records including a corresponding timestamp; determining, based on timestamps of the records that have been processed by a first agent process, a first agent progress; identifying a dependent agent process performed by the distributed processing system, wherein the dependent agent process processes only records that have been processed by the first agent process; determining, based on timestamps of records that have been processed by the dependent agent process, a dependent agent progress; and throttling performance of the first process based on the first agent progress and the dependent agent progress.

Abstract: Methods, systems, and apparatus are described for throttling a distributed processing system. In one aspect, a method includes identifying records being processed by a distributed processing system that performs agent processes, each of the records including a corresponding timestamp; determining, based on timestamps of the records that have been processed by a first agent process, a first agent progress; identifying a dependent agent process performed by the distributed processing system, wherein the dependent agent process processes only records that have been processed by the first agent process; determining, based on timestamps of records that have been processed by the dependent agent process, a dependent agent progress; and throttling performance of the first process based on the first agent progress and the dependent agent progress.

Abstract: A computing system includes a logic subsystem and memory storing instructions executable by the logic subsystem. The instructions are executable by the logic subsystem to store, in the memory, a plurality of software models that each describe aspects of a network connected device or a software service, the plurality of software models comprising a first version of a selected software model. The logic subsystem is configured to receive a second version of the selected software model and validate the second version of the selected software model via validation logic by applying one or more versioning rules to the second version of the selected software model. Based on the application of the one or more versioning rules, the logic subsystem is configured to execute a versioning action on the selected software model.

Abstract: A computing system includes a logic subsystem and memory storing instructions executable by the logic subsystem. The instructions are executable by the logic subsystem to store, in the memory, a plurality of software models that each describe aspects of a network connected device or a software service, the plurality of software models comprising a first version of a selected software model. The logic subsystem is configured to receive a second version of the selected software model and validate the second version of the selected software model via validation logic by applying one or more versioning rules to the second version of the selected software model. Based on the application of the one or more versioning rules, the logic subsystem is configured to execute a versioning action on the selected software model.

Abstract: A job that receives as input a data stream is executed. For the job, it is iteratively determined a backlog growth over a first period of time; a backlog volume; and whether to adjust a quantity of processing resources. For each iteration for which the quantity of processing resources allocated to the job are determined to be adjusted, adjusting the quantity of processing resources allocated to the job. For each iteration for which the quantity of processing resources allocated to the job are determined not to be adjusted, maintaining the quantity of processing resources allocated to the job.

Abstract: A job that receives as input a data stream is executed. For the job, it is iteratively determined a backlog growth over a first period of time; a backlog volume; and whether to adjust a quantity of processing resources. For each iteration for which the quantity of processing resources allocated to the job are determined to be adjusted, adjusting the quantity of processing resources allocated to the job. For each iteration for which the quantity of processing resources allocated to the job are determined not to be adjusted, maintaining the quantity of processing resources allocated to the job.

Abstract: Methods, systems, and apparatus are described for throttling a distributed processing system. In one aspect, a method includes identifying records being processed by a distributed processing system that performs agent processes, each of the records including a corresponding timestamp; determining, based on timestamps of the records that have been processed by a first agent process, a first agent progress; identifying a dependent agent process performed by the distributed processing system, wherein the dependent agent process processes only records that have been processed by the first agent process; determining, based on timestamps of records that have been processed by the dependent agent process, a dependent agent progress; and throttling performance of the first process based on the first agent progress and the dependent agent progress.

Abstract: A job that receives as input a data stream is executed. For the job, it is iteratively determined a backlog growth over a first period of time; a backlog volume; and whether to adjust a quantity of processing resources. For each iteration for which the quantity of processing resources allocated to the job are determined to be adjusted, adjusting the quantity of processing resources allocated to the job. For each iteration for which the quantity of processing resources allocated to the job are determined not to be adjusted, maintaining the quantity of processing resources allocated to the job.

Abstract: Methods, systems, and apparatus are described for throttling a distributed processing system. In one aspect, a method includes identifying records being processed by a distributed processing system that performs agent processes, each of the records including a corresponding timestamp; determining, based on timestamps of the records that have been processed by a first agent process, a first agent progress; identifying a dependent agent process performed by the distributed processing system, wherein the dependent agent process processes only records that have been processed by the first agent process; determining, based on timestamps of records that have been processed by the dependent agent process, a dependent agent progress; and throttling performance of the first process based on the first agent progress and the dependent agent progress.

Abstract: Providing access to one or more resources to a user device. A method includes at a user device, registering with an identity service to obtain an identity credential. The method further includes at the user device, registering with a policy management service by presenting the identity credential. The method further includes at the user device, providing an indication of current state of the user device to the policy management service. The policy management service can then indicate to the identity service the compliance level of the user device. The method further includes the user device receiving a token from the identity service based on the policy management level of the user device as compared to a policy set.

Abstract: Providing access to one or more resources to a user device. A method includes at a user device, registering with an identity service to obtain an identity credential. The method further includes at the user device, registering with a policy management service by presenting the identity credential. The method further includes at the user device, providing an indication of current state of the user device to the policy management service. The policy management service can then indicate to the identity service the compliance level of the user device. The method further includes the user device receiving a token from the identity service based on the policy management level of the user device as compared to a policy set.

Abstract: An ice fishing apparatus including a main base member, a rod base support member disposed transversely of said member and insertable thereto toward the rear of said member, a rod base hold down member disposed transversely and insertable thereto into the said base at the rear of said base, a trigger and release support member disposed transversely and insertable thereto into the front end of said member.

Abstract: A bidirectional fiber-optic transceiver with lower optical loss than previous beam-splitters or fiber couplers and a method of implementing the same. Preferably, the transceivers can operate in both directions using a single-wavelength of electromagnetic radiation.

Abstract: Bi-directional optical signal transmission apparatus and methods are disclosed. In one embodiment, an optical detector is configured to receive an optical signal from an end of an optical fiber. An optical element is located at the detector surface and is configured to receive and direct a laser beam. A laser beam is directed by the optical element through the end into the optical fiber substantially parallel with the principal axis.

Abstract: The invention enables the nodes of a Fibre Channel network to be more quickly and easily tested in situ within an aircraft. A method to test the receive port of a Fibre Channel (or Gigabit Ethernet or InfiniBand or FireWire) network node with a stimulating signal that forces the observable output signal from the transmit port of the network node to change in an observable manner to indicate the functioning of the receive port.