Abstract: A medical system comprises an eye tracking unit which includes an image display, an eye tracker, and a processor. The image display is configured to display to a user an image of a surgical field. The eye tracker is configured to measure data corresponding to eye gaze dynamics of the user during a procedure. The processor configured to assess a stress or fatigue level of the user based on the measured data. A corresponding method includes displaying an image of a surgical field on an image display, measuring a gaze point of a user during a procedure with an eye tracker, measuring data corresponding to eye gaze dynamics of the user during the procedure, and assessing a stress or fatigue level of the user based on the measured data.

Abstract: A computing system includes processors and computer-readable media having stored instructions that, when executed, cause the system to receive a machine data set, retrieve one or more spatial data files, process the spatial data files and the machine data set using a regression machine learning model to generate predicted values, determine a plurality of environment-specific varietal responses for each agricultural field, generate a multi-genetics planting recommendation and a map layer showing respective predicted variety profile index values for each agricultural field, and display the multi-genetics planting recommendation and the map layer via a graphical user interface.

Abstract: Systems and methods which provide tokenization of various shipping data for which shielding is desired are described. Embodiments may facilitate controlled and/or protected usage of shielded shipping data, such as may include personally identifiable information, with tokenization. Shielded shipping data tokens of embodiments are matched with an entity, party, system, permitted usage of corresponding shielded shipping data. A data shielding service system may shield usage of shielded shipping data in accordance with applicable regulations according to applicable rules, and/or the like. Permitted accessors may be relieved of demands of maintaining compliance with the regulations and rules with respect to shielded shipping data in light of their enforcement and compliance being imposed through tokenization of the shielded shipping data.

Abstract: A subsea wellbore monitoring system of the present disclosure includes hanger, plug, and monitoring assemblies. The hanger assembly installs on landing in the wellhead, engages the lock profile, and has a hanger seal sealing in the wellhead. The plug assembly is supported in the hanger assembly and has a plug seal to seal in the landing. Ports of the plug assembly communicate with a bore envelope and an annulus envelope. The monitoring assembly has pressure monitors that communicate with the ports and measure pressure measurements related to the envelopes. The hanger and plug seals can be elastomeric and/or metal elements. The hanger and plug seals are preferably expandable or can be energized outward so the seals can pass any shoulders and profiles when installed in the wellbore and can then seal against the internal surfaces.

Abstract: Systems and methods are configured to manage streaming video content. A first time length specification for a content pod is accessed. If a determination is made that a response to a request for ancillary content of a duration corresponding to the first time length of the content pod includes ancillary content of insufficient duration to populate the first time length of the content pod, the content pod time length is reduced. Ancillary content items associated with the response to the request are streamed to a user device as part of a streaming channel comprising primary content having scheduled start times. A primary content item, having a scheduled start time, is streamed to the user device after the items of ancillary content, and earlier than the scheduled start time of the item of primary content.

Abstract: Systems and methods for generating a video of a user-defined virtual reality scene are disclosed. Exemplary implementations may: obtain a scene definition; obtain camera information for multiple virtual cameras to be used in generating a two-dimensional presentation of the virtual reality scene; execute a simulation of the virtual reality scene from the scene definition for at least a portion of the scene duration; obtain camera timing instructions specifying which of the virtual cameras should be used to generate the two-dimensional presentation of the virtual reality scene as a function of progress through the scene duration; generate the two-dimensional presentation of the virtual reality scene in accordance with the camera timing instructions and the camera information.

Abstract: In order to actively monitor functioning of security infrastructure such as local security agents on endpoints in an enterprise system, a security update is created for the endpoints that includes a detection rule for use by the local security agents, along with a separate computing object including a trigger for the detection rule. The security update can be stored, e.g., at a threat management facility or similar, for retrieval by endpoints during a security update. When the security update is retrieved by an endpoint, it can be unpacked to add the detection rule to the local security agent, and then to add the trigger to the endpoint protected by the local security agent. A successful detection of the trigger by the (updated) local security agent on an endpoint can be transmitted to the threat management facility as a verification that the endpoint security measures are properly functioning and receiving updates.

Abstract: A dilution refrigerator is provided. The dilution refrigerator includes an outer vacuum chamber comprising at least one substantially planar surface and an opening in the at least one substantially planar surface configured to provide access to an interior of the outer vacuum chamber.

Abstract: Embodiments are directed to a file system that include object stores. An object store for write requests may be provided. Write ahead log (WAL) entries that include data blocks may be generated. A WAL object may be generated based on the WAL entries and stored in the object store. An in-memory overlay may be updated to associate the data blocks with the WAL object. A checkpoint operation may be executed to: generate an index object that includes index entries that associate other data blocks with data objects stored in the object store; update the index object to include index entries that associate the data blocks with the WAL object; store the updated index object in the object store; update the in-memory overlay to remove the association of the data blocks and the WAL object and update the in memory WAL to remove records of successfully checkpointed WAL objects.

Abstract: Embodiments are directed to a file system that include object stores. An object store for write requests may be provided. Write ahead log (WAL) entries that include data blocks may be generated. A WAL object may be generated based on the WAL entries and stored in the object store. An in-memory overlay may be updated to associate the data blocks with the WAL object. A checkpoint operation may be executed to: generate an index object that includes index entries that associate other data blocks with data objects stored in the object store; update the index object to include index entries that associate the data blocks with the WAL object; store the updated index object in the object store; update the in-memory overlay to remove the association of the data blocks and the WAL object and update the in memory WAL to remove records of successfully checkpointed WAL objects.

Abstract: A subsea wellbore monitoring system of the present disclosure includes hanger, plug, and monitoring assemblies. The hanger assembly installs on landing in the wellhead, engages the lock profile, and has a hanger seal sealing in the wellhead. The plug assembly is supported in the hanger assembly and has a plug seal to seal in the landing. Ports of the plug assembly communicate with a bore envelope and an annulus envelope. The monitoring assembly has pressure monitors that communicate with the ports and measure pressure measurements related to the envelopes. The hanger and plug seals can be elastomeric and/or metal elements. The hanger and plug seals are preferably expandable or can be energized outward so the seals can pass any shoulders and profiles when installed in the wellbore and can then seal against the internal surfaces.

Abstract: A prediction model is generated for a user using data regarding how the user responded to different positionings of items of ancillary content. The prediction model is used to determine respective positionings of a plurality of items of ancillary content. The items of ancillary content are streamed to and displayed by a user device as interstitial content using the determined respective positionings. Frames of an item of primary content may be analyzed to identify appropriate interstitial insertion points and to generate labels. The labels may be utilized by a remote system to select and stream interstitial content for the insertion points. The user's location may be determined and used to determine a maximum amount of ancillary content for a corresponding time period. Different amounts of ancillary content for a given time period may be provided to different users based on a registration state.

Abstract: Systems and methods for generating a video of a user-defined virtual reality scene are disclosed. Exemplary implementations may: obtain a scene definition; obtain camera information for multiple virtual cameras to be used in generating a two-dimensional presentation of the virtual reality scene; execute a simulation of the virtual reality scene from the scene definition for at least a portion of the scene duration; obtain camera timing instructions specifying which of the virtual cameras should be used to generate the two-dimensional presentation of the virtual reality scene as a function of progress through the scene duration; generate the two-dimensional presentation of the virtual reality scene in accordance with the camera timing instructions and the camera information.

Abstract: A method and system is provided for identifying patters in datasets by identifying delimited regions of feature-space in which patterns occur. The delimited regions are then combined into an ensemble able to make predictions based on the identified regions of feature-space. The method may be used for classification, for regression, for auto-encoding, for simulation, and for other applications of pattern detection.

Abstract: A network element comprises a light source generating an optical signal having a USP with a USP bandwidth, an ASE source generating ASE noise, a WSS partitioning the ASE noise into a series of ASE passbands comprising a default bandwidth, an allocated start frequency, and an allocated end frequency, a processor and a memory storing a band layout map having a current start frequency and a current end frequency for each ASE passband and comprising a unique deterministic layout of the ASE passbands, and instructions to: receive a USP operation; identify one or more ASE passbands impacted by the USP based on the band layout map and generate a bandwidth tracker comprising tracking attributes for the identified ASE passbands; adjust the tracking attributes for the identified ASE passbands based on the USP operation; and generate resize intent instructions for the identified ASE passbands based on the bandwidth tracker.

Abstract: Methods and systems are herein disclosed, including a method comprising receiving an operation to execute, dividing the operation into first and second sub-operations, executing the first sub-operation in a first loading cycle, and executing the second sub-operation in a second loading cycle after the first loading cycle. The operation is either an activation or a deactivation of one or more signal passbands in an optical spectrum for transmission in a fiber optic line. Each of the one or more signal passbands contains one or more optical carriers carrying user data. The first sub-operation identifies one or more first sub-passbands. The second sub-operation identifies one or more second sub-passbands. The one or more first sub-passbands and the one or more second sub-passbands are each a portion of the one or more signal passbands.

Abstract: A network element comprises a light source generating an optical signal having a USP with a USP bandwidth, an ASE source generating ASE noise, a WSS partitioning the ASE noise into a series of ASE passbands comprising a default bandwidth, an allocated start frequency, and an allocated end frequency, a processor and a memory storing instructions to: mark the ASE passband for deactivation or adjustment based on a comparison of spectral slices of the USP and spectral slices of each ASE passband such that for fully overlapping set of spectral slices the respective ASE is marked for deactivation and for partially overlapping sets of spectral slices, the respective ASE is marked for adjustment so long as a minimum slice threshold is met, otherwise the respective ASE is marked for deactivation; deactivate or adjust the ASE passbands based on their respective marking; and ramp the one or more user signal passband.

Abstract: Optical networks, network elements, and methods of use are described herein, including a network element comprising a processor; and a non-transitory computer readable memory storing instructions that, when executed by the processor, cause the processor to: receive, from a headend network element, instructions to collect a QoS baseline measurement indicative of performance of optical carrier(s) on a transmission line, collect the QoS baseline measurement; collect a QoS current measurement of the QoS data, after a first spectral loading operation is performed on the transmission line segment by the headend network element; determine that a numerical difference between the QoS current measurement and the QoS baseline measurement is outside of a predetermined threshold; and send instructions to the headend network element to abort a second spectral loading operation for the transmission line segment and to execute an AGC cycle to adjust amplifier operating conditions.

Abstract: A network element is disclosed herein. The network element comprises an ASE source generating ASE noise, a first WSS receiving a first optical signal comprising USPs having an expected power, a second WSS to attenuate ASE noise into ASE passbands and multiplexes the ASE passbands and the first optical signal into a second optical signal having second passbands, a spectral measurement device to detect optical power, and a controller having a processor and memory storing instructions causing the processor to: receive an optical power of the first optical signal from the spectral measurement device; detect a passband failure based on the optical power, the passband failure associated with a failed passband being one of: the USPs; generate the ASE passband; cause the second WSS to multiplex the ASE passband into the second optical signal; and cause the second WSS to activate the ASE passband to replace the failed passband.

Abstract: An adaptive inventory management system for use in a materials handling facility storing a plurality of items that are each associated with a Radio Frequency Identification (RFID) tag. The management system including a global inventory database subsystem and a RFID interrogator subsystem comprising a plurality of RFID interrogators that are each configured to read the unique identifier of the RFID tag associated with each of the plurality of items that are within a defined boundary of at least one scan zone generated by the respective RFID interrogator and to communicate the unique identifier of the each scanned RFID tag identified within each scan zone of the respective RFID interrogator to the global inventory database subsystem. The management system being selectively configured to effect user desired levels of fidelity and/or resolution with respect to the generated unique identifier of each scanned RFID tag within a defined space of the materials handling facility.