Abstract: Methods, computer program products, and/or systems are provided that perform the following operations: identifying two or more distinct elements in an image; generating a sub-image for each of the two or more distinct elements; generating adjectives descriptive of content associated with a distinct element for each sub-image; displaying a response list including the adjectives associated with the distinct element of a selected sub-image in response to an interaction with the image; obtaining annotation data based in part on the response list displayed for the distinct element of the selected sub-image; and assigning the annotation data to the distinct element of the selected sub-image, wherein the annotation data is displayed in response to an interaction with the distinct element in the image.

Abstract: Methods, systems, and devices for wireless communication are described. Generally, the described techniques provide for a user equipment (UE) to determine whether to request coverage enhancement for a random access procedure based on a condition of a channel between the UE and a base station failing to satisfy a threshold. The UE may transmit a request for coverage enhancement for a second random access message (e.g., a random access Message 4 (Msg4)) using a first random access message (e.g., a random access Message 3 (Msg3)). The base station may determine whether to perform the coverage enhancement in response to receiving the first random access message and may transmit the second random access message accordingly. Implementing aspects of the present disclosure may enable coverage enhancement for random access procedures in wireless communications systems.

Abstract: Methods, apparatus, and processor-readable storage media for automatically allocating device resources using machine learning techniques are provided herein. An example computer-implemented method includes determining values for multiple parameters from data obtained from one or more devices; generating at least one device component failure prediction by applying one or more machine learning techniques to at least a portion of the determined values; computing one or more qualifying values attributable to the at least one generated device component failure prediction by providing the at least one generated device component failure prediction to a conformal prediction framework; and automatically allocating one or more resources to at least a portion of the one or more devices based at least in part on the at least one generated device component failure prediction and the one or more computed qualifying values.

Abstract: The present disclosure provides fluid eductors, systems that utilize fluid eductors, and methods of entraining a suction fluid flow using a fluid eductor. Exemplary fluid eductors include a concentric eductor space or a plurality of annular eductor spaces. Exemplary methods include ejecting a volume of motive fluid out of a concentric eductor space of a fluid eductor, accelerating a peripheral region of the suction fluid flow with the motive fluid ejecting out of the first annular eductor space, and accelerating a core region of the suction fluid flow with the motive fluid ejecting out of the second annular eductor space.

Abstract: Methods and systems are disclosed for remote code execution between computing environments having various dissimilarities. Client requests at a source environment lead to calls of various types lacking immediate support within the source environment. Calls are delegated to the target environment, where function schemas, data schemas, or copies of source-side schemas are variously used to reconcile called source-side entities with their target-side counterparts. Inconsistencies between name and data representations and datatypes are also addressed. Serially communicated (JSON) parameters are resolved into required target-side multi-level parameter structures, and vice versa. Expedited bulk data access to/from a database layer is supported. A use case is described for phased migration of a software application. Generic and extensible remote code execution allows rapid migration, adaptation, or deployment of software applications across diverse computing environments.

Abstract: Methods, systems, and devices for wireless communications are described. A user equipment (UE) may receive a control message indicating frequency multiplexing for downlink control information (DCI) over a set of downlink shared channel resources of a downlink shared channel occasion. The UE may determine a frequency multiplexing configuration (e.g., mapping locations) for the DCI. The UE may monitor the downlink shared channel occasion for the set of downlink shared channel resources based on the frequency multiplexing configuration. In some cases, the UE may receive one or more downlink reference signals for the DCI over the set of downlink shared channel resources. For example, the UE may receive downlink reference signals dedicated for the DCI, downlink reference signals dedicated for the set of downlink shared channel resources, or both.

Abstract: Methods, systems, and devices for wireless communications are described. A user equipment (UE) may receive at least one control message including an indication that frequency hopping for downlink control information (DCI) is activated for physical downlink shared channel (PDSCH). The UE may determine a frequency hopping configuration (e.g., a frequency hopping pattern) for the DCI, which may be applied for PDSCH occasions, for a group of PDSCH occasions, or until changed by another indication from the network. The UE may also receive a downlink reference according to the frequency hopping configuration. For example, if intra-occasion frequency hopping is activated, demodulation reference signals (DMRS) may be received in each hop of the DCI within a PDSCH occasion, and if inter-occasion frequency hopping is activated, DMRS may be received once per PDSCH occasion.

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

Abstract: Methods, systems, and devices for wireless communications are described. In a wireless communications system, a user equipment (UE) may receive an indication from a base station that a downlink shared channel resource in a scheduled occasion, such as a semi-persistently scheduled occasion, includes downlink control information (DCI). The UE may monitor the downlink shared channel resource for the DCI based on the indication. The UE may determine a set of uplink control channel resources based on one or more parameters of the DCI and the downlink shared channel resource. The parameters of the DCI on the semi-persistently scheduled downlink shared channel may implicitly indicate the set of uplink control channel resources to the UE. The UE may transmit an uplink control message to the base station using the set of uplink control channel resources.

Abstract: According to examples, an apparatus may include a processor that may generate a migration assessment for resources of a computer system. In particular, the apparatus may logically divide topological information to facilitate identification of a resource, components used by the resource, and dependencies. The system further enables users to specify user-defined migration parameters that specify the migration. For instance, the parameters may specify a cost associated with the migration of the component, a license model of the component, a security requirement of the component, a performance of the component, a customization of the component, or requirement of the component. Migration assessments and decisions may be stored to train machine-learned models. For instance, the model may assess whether a parameter will be satisfied by using a certain cloud service and whether substitutes have sufficiently satisfied dependencies based on observed migration assessments and actual migrations.

Abstract: A control apparatus and method for noise cancellation in a physical area. The control apparatus receives a trigger input which includes information about a first physical area and further controls an image capturing device to capture at least one first image of the first physical area based on the received trigger input. The control apparatus further determines a number of occupants of a first set of occupants present in the first physical area and scene information corresponding to the first physical area based on the captured at least one first image. The control apparatus further controls a movement of a first plurality of unmanned aerial vehicles (UAVs) in a physical three-dimensional (3D) space to create a virtual noise cancellation boundary around the first physical area based on the determined number of occupants of the first set of occupants and the scene information.

Abstract: This invention relates to the large-scale production of psilocybin for use in medicine. Move particularly, it relates to a method of obtaining high purity crystalline psilocybin, particularly, in the form of Polymorph A. It further relates to a method for the manufacture of psilocybin and intermediates in the production thereof and formulations containing psilocybin.

Abstract: A data storage system can provide low cost and optimized performance with a cartridge housing multiple separate data storage devices and each of the data storage devices being concurrently engaged by a device player. The device player may have a processor configured to analyze mechanical performance of each data storage device and data performance of data resident in each data storage device.

Abstract: The present application provides processes for the purification of ferric carboxymaltose, the process includes the steps of dissolving crude ferric carboxymaltose in a first solvent; charging the ferric carboxymaltose solution in a reaction vessel with a second solvent and precipitating therefrom a ferric carboxymaltose precipitate; and isolating pure ferric carboxymaltose from the ferric carboxymaltose precipitate.

Abstract: A system update appliance includes a processor and a memory device with a Content Addressable Storage (CAS) space and a location addressable storage space. The location addressable storage space partitioned into an object storage space and a device storage space. The processor stores a device entry in the device storage space. The device entry is associated with a device external to the system update appliance and includes a component entry for a component of the device. The component operates based on an update. The component entry includes a description of the component and a pointer to a record stored in the CAS space. The processor stores the record in the CAS space. The record is associated with a combination of the component and the first update. The record includes the description, a second pointer to an update repository, and a third pointer to the object storage space.

Abstract: A method for receiving an end-user model access data set, deriving a plurality of patterns of actions typically performed by the end-user based on analysis of the end-user model access data set, and deriving a first model deployment protocol to automatically deploy selected ML models of the plurality of ML models for the end-user when the end-user works with ML models based on the plurality of patterns of actions.

Abstract: Certain embodiments disclosed herein reduce or eliminate a communication bottleneck at the storage manager by reducing communication with the storage manager while maintaining functionality of an information management system. In some implementations, operations performed as part of a backup process may be stored in transaction logs. These transaction logs may include information about a transaction performed between the client computing system and the network storage that hosts the backup of the client computing system. The transaction logs may be provided to a secondary storage system that can be used to form a backup index. The backup index may be used to facilitate accessing the data stored at the network storage. Advantageously, generating the transaction logs and separating the generation of the backup index from the backup process can reduce resource usage during performance of the backup and speed up the backup process while further reducing interaction with the storage manager.

Abstract: Embodiments of the disclosure provide a system for providing a true random number (TRN) or physically unclonable function (PUF), including: an array of voltage controlled magnetic anisotropy (VCMA) cells; a voltage pulse tuning circuit for generating and applying a stochastically tuned voltage pulse to the VCMA cells in the array of VCMA cells, wherein the stochastically tuned voltage pulse has a magnitude and duration that provides a 50%-50% switching distribution of the VCMA cells in the array of VCMA cells; and a bit output system for reading a state of each of the VCMA cells in the array of VCMA cells to provide a TRN or PUF.

Abstract: A system update appliance includes a processor and a memory device with a Content Addressable Storage (CAS) space and a location addressable storage space. The location addressable storage space partitioned into an object storage space and a device storage space. The processor stores a device entry in the device storage space. The device entry is associated with a device external to the system update appliance and includes a component entry for a component of the device. The component operates based on an update. The component entry includes a description of the component and a pointer to a record stored in the CAS space. The processor stores the record in the CAS space. The record is associated with a combination of the component and the first update. The record includes the description, a second pointer to an update repository, and a third pointer to the object storage space.

Abstract: Methods and systems of detection of wafer de-chucking in a semiconductor processing chamber are disclosed. Methods and systems of interdiction are also disclosed to prevent hardware and wafer damage during semiconductor fabrication if and when de-chucking is detected. In one embodiment, a de-chucking detection method is based on measuring change in imaginary impedance of a plasma circuit, along with measuring one or both of reflected RF power and arc count. In another embodiment, a possibility of imminent de-chucking is detected even before complete de-chucking occurs by analyzing the signature change in imaginary impedance.