Abstract: Methods, systems, and apparatus, including computer programs encoded on computer-storage media, for self-optimizing networks. In some implementations, a method for self-optimizing networks includes obtaining information indicating performance metrics of a first set of computing resources of a distributed system; generating information representing usage of a wireless network at a first point in time; providing the information to a machine learning model trained to predict network events at a time subsequent to the first point in time; determining that at least one particular network event predicted in the output is addressable by using a second set of computing resources of the distributed system; transmitting a signal configured to adjust the distributed computing system to deploy the second set of computing resources.

Abstract: This disclosure relates generally to a system for mitigating error in an amplifier. The system may include a loop filter; a driver; a digital-to-analog converter (DAC) configured to source and to sink current; an edge selector configured to determine a first delay between the driver receiving a signal to provide a driver output signal and the driver providing the driver output signal; a timing circuit configured to determine a second delay between the DAC receiving a signal to provide a DAC output current and the DAC providing the DAC output current; and at least one controller configured to control the DAC to source or to sink the DAC output current at a time corresponding to a beginning of the driver output signal, and control the DAC to stop sourcing or sinking the DAC output current at a time corresponding to an end of the driver output signal.

Abstract: An indication to store to a remote storage a new archive of a snapshot of a source storage is received. At least one shared data chunk of the new archive is determined to be already stored in an existing chunk object of the remote storage storing data chunks of a previous archive. One or more evaluation metrics for the existing chunk object are determined based at least in part on a retention period associated with one or more individual chunks stored in the chunk object and a data lock period associated with the entire existing chunk object. It is determined based on the one or more evaluation metrics whether to reference the at least one shared data chunk of the new archive from the existing chunk object or store the at least one shared data chunk in a new chunk object of the remote storage.

Abstract: Described herein are systems and methods for providing a correlated content organization in a content management system based upon a training set. In accordance with an embodiment, the systems and methods described herein can build a training set based upon observations of received inputs to determine patterns that are used often in content merges. Once a pattern is established, the systems and methods can provide indications of proposed merges based upon the training set and rules established therefrom that fit the same, or similar (e.g., within a defined variant) of the pattern. The system can then receive an indication of whether the suggestion is accepted or rejected, and such decision can be fed back into the learning system. This way the accuracy of the content merge improves over time.

Abstract: Provided are methods and apparatuses for identifying a transport network slice in a data plane of a transport network by a network device. In an embodiment, the method includes generating a transport slice identifier corresponding to the transport network slice. The method further includes transmitting a configuration message requesting rendering of a transport network path assigned to the transport network slice. The method further includes obtaining a prediction, using an artificial intelligence/machine learning (AI/ML) model, of at least one required configuration of the transport network slice, based at least on historical information related to the transport network slice. The method further includes applying the at least one required configuration to the transport network slice.

Abstract: In some embodiments of the invention, inventive compounds (e.g., Formula (I), (IA), (II), and (III), and urolithin derivatives) are disclosed. Other embodiments include compositions (e.g., pharmaceutical compositions) comprising the inventive compound. Still other embodiments of the invention include compositions (e.g., pharmaceutical compositions) for treating, for example, certain diseases using the inventive compounds. Some embodiments include methods of using the inventive compound (e.g., in compositions or in pharmaceutical compositions) for administering and treating (e.g., diseases). Further embodiments include methods for making the inventive compounds. Additional embodiments of the invention are also discussed herein.

Abstract: Provided are apparatuses and methods for identifying network slices in a transport network. In an embodiment, the apparatus is configured to receive a slice creation request to create a network slice. The slice creation request includes a global identifier corresponding to the network slice. The apparatus is further configured to search a transport slice mapping database for the global identifier. The apparatus is further configured to generate a transport slice identifier corresponding to the network slice. The apparatus is further configured to add a mapping entry to the transport slice mapping database mapping the global identifier to the transport slice identifier. The apparatus is further configured to add another mapping entry to a transport slice path mapping database mapping the transport slice identifier to a network path assigned to the network slice. The apparatus is further configured to publish the mapping entries to a performance monitoring system.

Abstract: A technique utilizes grafting and differential based (diff-based) data seeding to hydrate a special virtual disk (vdisk) on a multi-node cluster with data changes (differences) between a reference vdisk stored on the cluster and a snapshot stored in an external repository to enable failover (including failback) recovery of an application workload in a disaster recovery environment. The application workload is stored as a workload vdisk on local storage of the cluster and snapshots of the workload vdisk are generated and organized as a vdisk chain on the cluster. One or more snapshots of the vdisk chain may be replicated to the external repository using a long-term snapshot service. Each replicated snapshot may be backed up from the cluster to the external repository at the granularity of a vdisk, referred to herein as an external datasource disk. The special vdisk is a thinly provisioned, datasource-backed vdisk that is grafted onto the vdisk chain, e.g., as a child vdisk of the reference vdisk.

Abstract: A memory array includes memory cells forming a data word location accessed in response to a word line signal. A data sensing circuit configured to sense data on bit lines associated with the memory cells. The sensed data corresponds to a current data word stored at the data word location. A data latching circuit latches the sensed data for the current data word from the data sensing circuit. A data modification circuit then performs a mathematical modify operation on the current data word to generate a modified data word. The modified data word is then applied by a data writing circuit to the bit lines for writing back to the memory cells of the memory array at the data word location in response to assertion of control signal having a dynamically variable delay dependent on the current data word. The operations are advantageously performed within a single clock cycle.

Abstract: Pharmaceutical formulation comprising centanafadine or a pharmaceutically acceptable salt thereof and an excipient, and related methods of manufacture and use, are disclosed.

Abstract: Curve offset operations as implemented by a digital image editing system are described. Input points are received via a user interface and a determination is made that a first set of the input points satisfy a condition for use as part of a curve offset operation with respect to a curve. A first segment is added to a path using the curve offset operation. The first segment is generated by aligning the first set of input points using an offset value based on the curve. A determination is then made that a second set of the input points do not satisfy the condition for use as part of the curve offset operation and a second segment is added to the first segment of the path. The second segment is generated using the second set of points and the path is displayed.

Abstract: Glyph editing techniques through use of an adornment object are described. In one example, an input is received identifying a glyph and an adornment object in digital content displayed in a user interface. Glyph anchor points are obtained based on the glyph and adornment anchor points based on the adornment object. A link is generated between at least one said glyph anchor point and at least one said adornment anchor point. An edit input is received specifying an edit to a spatial property the glyph. The spatial property of the edit is propagated to a spatial property of the adornment object based on the link.

Abstract: A method, an apparatus, and a computer program product for scaling of subscriber capacity in a cloud native radio access network (RAN). A processing capacity being assigned to one or more containers in a plurality of containers of a cloud native radio access network for providing communication to at least one user equipment in a plurality of user equipments is determined. The determined processing capacity is compared to at least one predetermined threshold in a plurality of predetermined thresholds. Based on the comparing a determination is made whether to change an assignment of the processing capacity.

Abstract: The present invention relates to stable pharmaceutical compositions for parenteral administration comprising aprepitant. The present invention further relates to a method for manufacturing the composition as well as to the use of these compositions. Also included are stable pharmaceutical compositions for parenteral administration comprising aprepitant and palonosetron. The pharmaceutical compositions are stable oil-in-water emulsions for parenteral administration and are particularly useful for the prevention and control of acute and delayed chemotherapy-induced nausea and vomiting (CINV), for the prevention of postoperative nausea and vomiting (PONV), and/or for the prevention of radiation induced nausea and vomiting (RINV).

Abstract: Pharmaceutical formulation comprising centanafadine or a pharmaceutically acceptable salt thereof and an excipient, and related methods of manufacture and use, are disclosed.

Abstract: An apparatus for a user equipment (UE), the apparatus including: a processor configured to: establish a direct wireless connection with a further UE, decode cellular network information received from the further UE via direct communication over the established direct wireless connection, wherein the cellular network information comprises information associated with a cell selected by the further UE for cellular communication, and configure cellular communications with a cellular network access node of the cell based on the decoded cellular network information.

Abstract: Systems, methods, and machine-readable media facilitate adaptive multi-system operations. Electronic communications from resource-controlling systems and/or monitoring devices may be monitored to identify signals corresponding to processes performed by the resource-controlling systems, resource capacities of resources controlled by the resource-controlling systems, and states of the resource-controlling systems. System interactions that correspond to a defined event may be detected. A protocol that includes parameter constraints mapped to the defined event identified. Operating conditions of the resource-controlling systems and/or metrics of processes performed may be determined based on the monitoring. A subset of the resource-controlling systems may be identified as a function of the operating conditions and/or the metrics. A resource-controlling system may be caused to allocate corresponding resources and perform the processes in accordance with the protocol.

Abstract: Methods, apparatus, systems and articles of manufacture are disclosed to control auditing devices, comprising a communications interface to transmit first auditing instructions to the auditing devices, a sampling frequency determiner to collect sampling information corresponding to a first number of stores at a first time, a a sample size determiner to calculate a second number of stores to sample based on the sampling information, and when a difference between the first number of stores and the second number of stores satisfies a threshold, improve an accuracy in the sampling information by calculating second auditing instructions having an updated sampling frequency.

Abstract: A technique monitors input/output (I/O) and Persistent Reservation (PR) activity patterns to detect degraded performance of a highly available and fault tolerant application executing in a multi-site disaster recovery (DR) environment. Multiple instances of the application execute in different virtual machines (VMs) of a compute layer within a guest clustering configuration that extends across clusters of the sites. A storage layer of the clusters provides shared storage to the multiple VMs across the multiple sites. One of the sites is configured as an active storage site configured to receive and service I/O requests from the compute layer. A single instance of the application is active at a time and configured as a “compute owner” of the shared storage to issue the I/O requests to the shared storage. The compute owner and active storage site may not be co-located on the same site, leading to excessive I/O and PR activity patterns indicative of degraded performance.

Abstract: A system includes a memory and a processor coupled to the memory. The processor receives a user credential associated with a first user and authorizes an avatar of the first user to enter a virtual environment. When the first user is registered with a first entity, the processor obtains a user profile of the first user. Based on the user profile, the processor determines and indicates to the first user in the virtual environment that a first type of data file of the first user qualifies the first user to obtain a product or service for a first amount of data objects. The processor receives a selection of the product of service from the first user, receives a command to transfer the first amount of data objects from the first type of data file to a second data file, and transfers the first amount to the second data file.