Abstract: An electronics enclosure system includes a pressure housing with a thermally conductive material and a plurality of shells disposed within the pressure housing, wherein the plurality of shells are coupled together to form an enclosure, and wherein each shell of the plurality of shells comprises thermally conductive material. The electronics enclosure system further includes at least one circuit board secured to an inner surface of a respective shell of the plurality of shells and a plurality of electronic components secured to the at least one circuit board, the plurality of shells, or some combination thereof.

Abstract: A messaging system receives a registration from a first microservice for one or more event types to publish, and the registration includes an event report policy. The messaging system receives a first event, and the first event is described by the event report policy. The first event is monitored as it is processed by a second microservice. An event report describing the results of the monitoring is delivered to the first microservice.

Abstract: A downhole telemetry method and system are disclosed. In some embodiment, a method includes driving a pulser device based on an input data stream, wherein driving the pulser device includes generating modulated pressure pulses including modulated pulse shapes within a fluid telemetry medium. In some embodiments in which bi-modulation is utilized, the method further includes driving the pulser device including modulating pressure pulses including pulse position modulating pressure pulses.

Abstract: Aspects of the invention include identifying a first subsystem and a second subsystem of a plurality of subsystems respectively storing a first compressed data and a second compressed data, wherein the first compressed data and the second compressed data are fragments of a requested data. A compression method used to compress the first compressed data and second compressed data is identified. A first accelerator of first subsystem and a second accelerator of the second subsystem is identified. The first compressed data from a first local memory of the first subsystem is offloaded to the first accelerator, and the second compressed data from a second local memory of the second subsystem is offloaded to the second accelerator, wherein offloading comprises provided a decompression method for the first compressed data and the second compressed data.

Abstract: An instrument 10 to prepare an intra-uterine device 30 for insertion in uterus 50 of woman, comprising a downfolding device 20, a graduated tube 16, a push rod 17, a stopper 15, and an IUD 30; the downfolding device 20 having a concave depression 41 on either side, an open channel 29 of a circular orifice 46 having a sector of angle measure 46A at least 220° and having an exit opening 48 initially marginally less than an external diameter 22B of the graduated tube 16, a root thickness 37B of the base 37 in-between the open channel 29 such that the exit opening 48 increases by the base 37 flexing; the graduated tube 16 has an internal diameter 22D of a far-end opening 22a of the graduated tube 16 sufficient to capture the stem 33 and both arms 32 of the IUD 30 in a downward triangular formation 51.

Abstract: Operations include obtaining a first patch that corrects a first error in a first buggy code snippet of first source code based on the first buggy code snippet and a first repaired code snippet. The operations also include generating a second patch based on the first patch and a bug pattern of a bug scenario that corresponds to the first error. In addition, the operations include generating a third patch based on the second patch, the bug pattern, and a second buggy code snippet of second source code, the third patch correcting a second error in the second buggy code snippet. Moreover, the operations include performing one or more repair operations with respect to the second buggy code snippet based on the third patch.

Abstract: A system for dataflow graph processing comprises a communication interface and a processor. The communication interface is configured receive an indication to generate a dataflow graph, wherein the indication includes a set of queries and/or commands. The processor is coupled to the communication interface and configured to: determine dependencies of each query in the set of queries on another query; determine a DAG of nodes based at least in part on the dependencies; determine the dataflow graph by determining in-line expressions for tables of the dataflow graph aggregating calculations associated with a subset of dataflow graph nodes designated as view nodes; and provide the dataflow graph.

Abstract: A method and a system are described for improving a dynamic range of a CMOS image sensor by pixel-embedded signal amplification. An electromagnetic radiation is incident for a predetermined duration on a pixel array including a plurality of photodiodes. The photodiodes release electrons in form of an input electronic signal and the released input signal is temporarily stored in a storage node. The said input signal is then transferred to a gate of an in-pixel amplifier, which is configured to dynamically alternate between modes of capacitance and switched biasing, using a single in-pixel switch. Then, the in-pixel amplifier is modulated while in capacitance mode for a voltage build-up and this augment gain of the input signal. Thereafter, the in-pixel amplifier alternates to a switched biasing mode for suppression of noise signals. Finally, a resultant electronic signal is generated with a high gain after processing and suppression of the noise signals.

Abstract: An instrument (10) to downfold an intrauterine device (30), comprising a base (20) with a delatcher (26); a navigator (50) having an aligner plug (51A), a slot (56); an open converger (40) having a flange (45), a covered channel (41); a driver assembly (60) having a bidirectional carrier (61), a graduated tube (71), and a latching rod (81); and a gated support (90) having a leafy arm (91) and a downward fork (94) forming an inverted “U” gate (95) having sloped edges (97) with end points (96), at the other end, a holder (92) having an elongated grip (93) on either side; wherein a lower end (37) of the stem (33) of IUD (30) sits on a conical seat (82) having two resting points (83) on the latching rod (81), while a knot (38) of the string (31) sits in the knot room (84) on the latching rod (81).

Abstract: A device configured to receive a resource reservation request that identifies a user and a resource. The device is further configured to generate a resource allocation that includes an association between the user, location information for the resource, a resource identifier for the resource, and a token value. The device is further configured to associate the resource allocation with a time interval indicating a deadline for using the resource allocation. The device is further configured to receive a reservation verification request from a network device. The device is further configured to determine the location information for the network device is within a predetermined distance from the location information for the resource, to determine the resource identifier matches the resource identifier for the resource, and to determine a current time is within the time interval. The device is further configured to generate resource allocation instructions authorizing access to the resource.

Abstract: The invention of the present disclosure relates to a medicament dispenser for dispensing medicament from a plurality of elongate form medicament carriers, the dispenser comprising a dispensing mechanism for dispensing the medicament held within the dispenser, wherein the dispensing mechanism is capable of independently advancing each medicament carrier held within the dispenser, the dispensing mechanism comprising a driver, a carrier engagement for each medicament carrier for individually advancing the medicament dose portions thereof, an advancer for each carrier engagement, a flow director capable of dispensing a medicament dose from a plurality of medicament carriers, and a cover for the medicament access body operating as a component of the dispenser actuation mechanism.

Abstract: A system, method, and apparatus for automated object recognition and checkout at a retail kiosk is provided. The system includes a controller configured with a processor and a memory to control operations of the automated retail checkout system. The system further includes an imaging device in communication with the controller and configured to create multiple electronic images of an object, such as a product for purchase. The system also includes an object recognition device in communication with the controller and the imaging device. The processor may execute software to receive electronic images from the imaging device, extract at least one feature from the images, and recognize the object based on a predetermined model being applied to the extracted feature from the images. The system also includes a display device to display an indication of the recognized object from the object recognition device.

Abstract: Techniques are provided for asynchronous semi-inline deduplication. A multi-tiered storage arrangement comprises a first storage tier, a second storage tier, etc. An in-memory change log of data recently written to the first storage tier is evaluate to identify a fingerprint of a data block recently written to the first storage tier. A donor data store, comprising fingerprints of data blocks already stored within the first storage tier, is queried using the fingerprint. If the fingerprint is found, then deduplication is performed for the data block to create deduplicated data based upon a potential donor data block within the first storage tier. The deduplicated data is moved from the first storage tier to the second storage tier, such as in response to a determination that the deduplicated data has not been recently accessed. The deduplication is performed before cold data is moved from first storage tier to second storage tier.

Abstract: An apparatus comprising a housing having a housing throughbore extending therethrough along a central axis; a motor drive shaft disposed in the housing throughbore; a component drive shaft disposed in the housing throughbore; and an alignment coupler mechanically coupling the motor drive shaft with the component drive shaft. The alignment coupler comprises: an alignment coupler body having an alignment coupler body throughbore extending therethrough; a spherical bolt comprising a spherical first end and an elongated section extending from the spherical first end to a second end; a thermally expandable material (TEM) section; a spring section comprising one or more springs; and one or more spherical spacers. The alignment coupler enables alignment of the motor drive shaft and the component drive shaft within the apparatus during assembly of the apparatus, and heating of the TEM provides rigidity to the assembled apparatus prior to use.

Abstract: Downhole telemetry systems and related methods adaptively compensate for channel non-linearity effects. To compensate for channel non-linearity, the optimum signal generation parameters are determined that produce the desired modulated pressure variation at the surface. The signal generation parameters are optimized to minimize the discrepancy between the surface detected pressure signal and the intended signal. The mud propagation channel is first estimated in light of the known modulation scheme under an ideal linear-time-invariant channel assumption. The estimated channel is used to synthesize the modulated pressure signal undergoing the mud propagation given the initial signal generation parameters. The method then varies the synthesized signal generation parameters to search for the optimal signal generation parameters. The optimal signal generation parameters are then sent over downlink channel to the downhole pulser, which is ultimately used to generate the pulse waveform.

Abstract: According to an aspect of an embodiment, operations may include receiving an ML project stored in an ML corpus database. The operations may further include mutating a first ML pipeline, of a set of first ML pipelines associated with the received ML project, to determine a set of second ML pipelines. The mutation of the first ML pipeline may correspond to a substitution of a first ML model associated with the first ML pipeline with a second ML model associated with one of the set of predefined ML pipelines. The operations may further include selecting one or more ML pipelines from the set of second ML pipelines based on a performance score associated with each of the determined set of ML pipelines. The operations may further include augmenting the ML corpus database to include the selected one or more ML pipelines and the set of first ML pipeline.

Abstract: Classifying land use by receiving geographic data and land use data for a geographic area, receiving surface temperature data for the geographic area, mapping the geographic data and temperature data to a set of map grid cells, determining temperature statistics for each map grid cell, training a machine learning model according to the land use data and temperature statistics, and classifying land use for map grid cells of a different geographic area according to the machine learning model.

Abstract: Interactive assistances for executing natural language queries to data sets may be performed. A natural language query may be received. Candidate entity linkages may be determined between an entity recognized in the natural language query and columns in data sets. The candidate linkages may be ranked according to confidence scores which may be evaluated to detect ambiguity for an entity linkage. Candidate entity linkages may be provided to a user via an interface to select an entity linkage to use as part of completing the natural language query.

Abstract: According to an aspect of an embodiment, operations may include receiving an ML project including a data-frame and an ML pipeline including a plurality of code statements associated with a plurality of features corresponding to the ML project. The operations may further include determining one or more atomic steps corresponding to the ML pipeline to determine an atomized ML pipeline. The operations may further include instrumenting the atomized ML pipeline to determine an instrumented ML pipeline including one or more operations corresponding to the ML project. The operations may further include executing the instrumented ML pipeline to capture one or more data-frame snapshots based on each of the one or more operations. The operations may further include constructing a feature provenance graph (FPG). The operations may further include identifying one or more discarded features, from the plurality of features corresponding to the ML project, based on the constructed FPG.