Abstract: A data storage system for use in a high radiation environment has a radiation-hardened storage controller that measures a current draw of a storage drive in a storage array. The storage drive is not radiation-hardened. Based on a characteristic of the current draw, a latch up is detected the storage drive. Based on the detected latch up, power is removed from all or part of the storage drive. After a cooling period has elapsed, the power is reapplied to the storage drive.

Abstract: A system provides capacity-based load balancing across model endpoints of a cloud-based artificial intelligence (AI) model. The system includes a consumption determination engine executable to determine a net resource consumption for processing tasks in a workload generated by a client application for input to the trained machine learning model. The system also includes a load balancer that determines a distribution of available resource capacity in a shared resource pool comprising compute resources at each of the multiple model endpoints. The load balancer allocates parallelizable tasks of the workload among the compute resources at the multiple model endpoints based on the net resource consumption of the tasks and on the distribution of available resource capacity in the shared resource pool.

Abstract: A method of treating a subterranean formation to protect against solid deposition and corrosion attack includes flowing a pre-flush fluid to a specified downhole location within the subterranean formation. A main treatment fluid is flowed to the specified downhole location. The main treatment fluid includes a scale inhibitor configured to inhibit formation of scale within the subterranean formation. At a subsurface level, an overflush foam is generated. The overflush foam includes an aqueous fluid and a gas. The overflush foam is shear thinning and non-Newtonian. The overflush foam is flowed to the specified downhole location.

Abstract: Methods and apparatuses for identifying groups of electronic messages, generating conversation documents using the groups of electronic messages, and indexing the conversation documents to improve search ranking and retrieval for content contained within the electronic messages are described. In some cases, understanding the contents of a group of electronic messages may require context from outside the group of electronic messages, such as context provided by electronic messages outside of the group of electronic messages or context provided by electronic documents linked to by messages of the group of electronic messages. The identification of a group of electronic messages includes detecting a conversation boundary that separates a first set of messages from a second set of messages, which may be determined using machine learning approaches or various heuristics.

Abstract: A disclosed method reduces memory consumption of a trained sequential model. The method includes receiving, from a client application, an initial processing request identifying an input sequence to be processed by the trained sequential model and an initial value for an output size parameter specifying a requested size of output from the trained sequential model. The method further includes sequentially transmitting, to the trained sequential model, multiple partial processing requests based on the initial processing request that each specify a fraction of the initial value as the output size parameter and receiving a sequence of output responses from the trained sequential model generated in response to processing the multiple partial processing requests. The method further provides for returning, to the client application, a final merged response that includes the sequence of output responses.

Abstract: Disclosed are compositions comprising myokines and their methods of preparation and use. The disclosed myokine compositions and methods may comprise myokines having a molecular weight of greater than about 10 kDa such as myostatin and metrnl. The disclosed myokine compositions and methods may be utilized for treating and/or preventing cell proliferative and metabolic diseases and disorders. In particular, the disclosed myokine compositions and methods may be utilized for treating and/or preventing cell proliferative and metabolic diseases and disorders, such as cancer, and metabolic diseases and disorders, such as diabetes, non-alcoholic fatty liver disease, and heart disease.

Abstract: A fault reaction handling time interval (FRTI) for a reaction to the fault is determined based on a domain identifier (DID) indicative of an application associated with a fault. A first reaction to recover from the fault is signaled and then a determination is made whether a safe state is reached after the FRTI. Based on the safe state not being reached, a second FRTI is determined for a second escalated reaction, the second FRTI also being based on the DID. Typically, the second reaction results in less system availability so by defining the FRTI based on the DID sufficient time is allowed for reaching a safe state before the reaction is escalated.

Abstract: A method may include receiving a plurality of datasets from devices in a resource extraction site. The method may also involve identifying workflow systems associated with one or more operations of the devices. The method may also involve determining updated operational parameters for the devices based on the workflow systems and the plurality of datasets and generating one or more commands for implementing the one or more updated operational parameters for the one or more devices. The method may then include sending the commands to the devices, wherein the devices are configured to adjust the operations based on the updated operational parameters.

Abstract: A method for cloud-native centralized fault monitoring in a telecommunication network, the method performed by a processor and comprising receiving one or more raw fault messages associated with one or more respective network devices, wherein the one or more raw fault messages are received using one or more network protocols associated with the one or more respective network devices; identifying fault information from the one or more raw fault messages; enriching the fault information based on continuously processing the fault information and additional contextual information; and storing the enriched fault information in a plurality of databases, wherein a first subset of the enriched fault information is stored in a first database and a second subset of the enriched fault information is stored in a second database.

Abstract: A state may be encoded into a memory cell comprising a phase change material (PM) region and a select device (SD) region by: applying a first current in the memory cell over a first time period, wherein the first current applied over the first time period causes the PM region of the memory cell to be placed into an amorphous state and the SD region of the memory cell to be placed into an amorphous state; and applying a second current in the memory cell over a second time period after the first time period, wherein the second current applied over the third time period causes the SD region of the memory cell to be placed into a crystalline state and the PM region of the memory cell to remain in the amorphous state.

Abstract: Disclosed are various approaches for signing documents using mobile devices. A request is sent to a certificate authority for a signing certificate. The signing certificate is then received from the certificate authority. The signing certificate is then stored in the memory. Next, a file is received from a client application executed by the processor of the computing device. Then, the file is signed with the signing certificate to create a signed file. The signed file is then returned to the client application.

Abstract: A multiple layered print structure and apparatus to apply a design or image to fabric or cloth is disclosed. The structure may include one or more print layers printed on a substrate and an adhesive layer deposited on the print layer(s). The one or more print layer(s) and adhesive or resin layer may be deposited on the substrate in a pre-set pattern to form the shape profile for the design or image. The print layer(s) include inks or dyes for printing the print features and/or background color(s) of the image or design. The ink may be combined with a binder material to form the print layer(s). In some embodiments, the process includes the step of printing the multiple layered print structure using a combination of digital printing processes simplify the process for printing a design or image on fabric or cloth.

Abstract: A method, computer system, and a computer program product for environment monitoring. Exemplary embodiments may include emitting one or more soundwaves within an environment, detecting the emitted one or more soundwaves, and identifying motion of an object within the environment based on an analysis of the detected one or more soundwaves.

Abstract: An example of a system may include a processor and a memory device comprising instructions, which when executed by the processor, cause the processor to: access a patient metric of a subject; use the patient metric as an input to a machine learning algorithm, the machine learning algorithm to search a plurality of neuromodulation parameter sets and to identify a candidate neuromodulation parameter set of the plurality of neuromodulation parameter sets, the candidate neuromodulation parameter set designed to produce a non-regular waveform that varies over a time domain and a space domain; and program a neuromodulator using the candidate neuromodulation parameter set to stimulate the subject.

Abstract: Methods, systems, and devices for wireless communications are described. A user equipment (UE) may receive, from a network entity, one or more first signals that indicate a resource allocation and that indicate a set of guard interval (GI)-based waveform parameters for a GI-based waveform associated with the UE. The UE may receive, from the network entity, an indication of one or more quantized resource allocation parameters associated with the GI-based waveform. The indication may include one or more formulas for determination of the one or more quantized resource allocation parameters, the one or more quantized resource allocation parameters, or both. The UE may communicate the GI-based waveform with the network entity using the one or more quantized resource allocation parameters and the set of GI-based waveform parameters.

Abstract: Methods, systems, and devices for wireless communications are described. User equipments (UEs) that operate in sidelink mode 2 may be configured with or agree upon time windows in which full-duplex communication is supported and time windows in which half-duplex communication is supported. The UEs may agree upon beam pair links to be used for full-duplex communication during the full-duplex time windows. A first UE may transmit sidelink control information (SCI) that schedules a first sidelink shared channel communication in a first communication resource in a time window that is configured for full-duplex communication. Based on the SCI, a second UE may identify that the first sidelink shared channel communication is scheduled in the first communication resource in a full-duplex time window and may transmit a second sidelink shared channel communication to the first UE in a second communication resource that at least partially overlaps with the first communication resource.

Abstract: A fault indication from a fault source is to be provided to a demultiplexer which is configured to output the fault indication. The demultiplexer is configurable to output the fault indication to an OR gate of a plurality of OR gates coupled to a respective fault channel of a plurality of fault channels based on an application which uses the fault source as a resource. A reaction to the fault indication is performed based on the fault channel which received the fault indication.

Abstract: Rapid, animal protein free, chromatographic processes and systems for obtaining high potency, high yield botulinum neurotoxin for research, therapeutic and cosmetic use.

Abstract: A computer-implemented method for displaying advertisements. The method includes associating feature metadata with a product video advertisement of a product. The method includes identifying, based on the feature metadata, a feature of the product corresponding with a section of the product video advertisement when a triggering event is detected during playing of the product video advertisement. The method includes displaying a second product video advertisement of a second product that includes the feature of the product.

Abstract: The present invention also provides for a method to deconstruct a biomass: the method comprising: (a) introducing a solvent to a biomass to dissolve at least part of solid biomass in the solvent, wherein the solvent comprises (i) a metal salt, and (ii) an ionic liquid (IL) or deep eutectic solvent (DES), or mixture thereof, to form a solubilized biomass mixture; (b) optionally introducing an enzyme and/or a microbe to the composition such that the enzyme and/or microbe produce a biofuel and/or chemical compound from the solubilized biomass; and, (c) optionally the biofuel and/or chemical compound is separated from the composition.