Abstract: An apparatus comprises a processing device configured to identify a plurality of workloads to be scheduled for execution on a storage system and to analyze the plurality of workloads to predict a magnitude of storage capacity savings achieved by applying one or more deduplication algorithms to data of the plurality of workloads. The processing device is further configured to determine a prioritization of the plurality of workloads based at least in part on the predicted magnitude of the storage capacity savings achieved by applying the one or more deduplication algorithms to the data of the plurality of workloads, and to schedule the plurality of workloads for execution on the storage system based at least in part on the determined prioritization of the plurality of workloads.

Abstract: Described are system and method embodiments for establishing a weak ground path, comprising: disabling a first ground path for a shield pin of a cable connection interface, the first ground path including a first switch; enabling a second ground path for the shield pin, the second ground path comprises a second switch, and the second ground path having a higher resistance than the first ground path; determining a connection of a device to the cable connection interface with the second ground path; and enabling the first ground path based on the connection of the device being determined.

Abstract: The present invention provides a novel process for the preparation of 1-(2-{4-[(4-carbamoyl piperidin-1-yl)methyl]-N-methylbenzamido}ethyl) piperidin-4-yl N-({1, 1?-biphenyl}-2-yl) carbamate of formula (I).

Abstract: A method for mitigating loads acting on a rotor blade of a wind turbine includes determining, via a state estimator of a controller, a blade state estimation of the rotor blade. The method also includes reconstructing, via the controller, one or more loading signals of the rotor blade from the blade state estimation using modal analysis such that the loading signal(s) include a lead time. Further, the method includes comparing the loading signal(s) of the rotor blade to a loading threshold. Moreover, the method includes implementing a control action based on the comparison such that the lead time provided by the loading signal(s) allows the control action to take effect before a damaging load occurs on the rotor blade.

Abstract: In general, techniques are described for a computing device including a virtual router, a pod comprising a container, and a network plugin. The virtual router includes a virtual router agent. The network plugin includes processing circuitry configured to receive, from the virtual router agent, an indication of an interface type for a virtual network for the pod and to configure, for the pod, a virtual network interface having the interface type, the virtual network interface for communicating on the virtual network.

Abstract: In one aspect, a computer-implemented method includes: identifying a plurality of storage devices accessible to a node of a computer cluster, the storage devices being identified as not having labels; determining one or more attributes of individual ones of the storage devices; determining, by the node, intended uses of the storage devices based on comparing the determined attributes to attributes defined within a configuration file; and generating labels for the storage devices based in least in part on the determined intended uses; and applying the labels to the storage devices.

Abstract: The present disclosure relates to solid state forms of Reproxalap salts, processes for the preparation thereof, pharmaceutical formulations/compositions thereof, and methods of use thereof.

Abstract: The present invention relates to a process for preparation of Batefenterol of Formula (I) or pharmaceutically acceptable salts thereof, and the process for the preparation of the chiral intermediate compounds including compound of Formula (VII) by chiral sulfide mediated epoxidation. The process involves preparation of the intermediate compounds of Formula (VII), followed by preparation of Batefenterol from the intermediate compounds of Formula (VII) via intermediate compounds of Formula (X) and Formula (XI); or via intermediate compounds of Formula (IX) and Formula (XI); or via intermediate compounds of Formula (VII) and Formula (XI); or via intermediate compounds of the Formula (XV) and Formula (XVI); or via intermediate compounds of the Formula (XIX) and Formula (XVI). The process is cost effective and gives higher yield and better purity.

Abstract: The present invention relates to a novel process for the preparation of 2,5-dichloro-3-(5-(3,4-dihydroxy-5-nitrophenyl)-1,2,4-oxadiazol-3-yl)-4,6-dimethylpyridine-1-oxide of formula (I) The present invention also relates to the novel intermediate compounds of formula (V), formula (VII), and their processes for the preparation thereof. The present invention also relates to the use of compounds of formula (V), formula (VII) intermediate in the preparation of 2,5-dichloro-3-(5-(3,4-dihydroxy-5-nitrophenyl)-1, 2, 4-oxadiazol-3-yl)-4, 6-dimethylpyridine-1-oxide of formula (I).

Abstract: A method of fabricating an extended release subcutaneous medicinal dosage implant system which includes an implant fabricated from a highly homogeneously mixed composition including a medicinal agent in combination with release controlling polymers which include poly (DL-lactide) and polycaprolactone. In one implementation for treating an opioid disease, the formulation composition includes naltrexone at 40 weight percent, poly (DL-lactide) in the approximate range between 36 and 46.4 weight percent, and polycaprolactone in the approximate range between 24 and 11.6 weight percent. In addition, in order to provide anti-biofouling quality and prevent foreign body adsorption/interaction with the material of the implant, polyethylene glycol is added in a preferred content of 2.0%. The manufacturing process includes hot melt extrusion and a mini jet based implant formation stage with the optimized process space were the temperature of the process ranges from 170° C.-180° C.

Abstract: The present disclosure relates to solid state forms of Telatinib and Telatinib mesylate, processes for their preparation, and pharmaceutical compositions thereof (I).

Abstract: Provided are methods for training and evaluating machine learning networks. The methods can include obtaining ground truth data representing images of an environment of a vehicle. The methods can include determining a first plurality of subsets of the ground truth data. The methods can include mapping the first plurality of subsets to a plurality of sensors. The methods can include determining a second plurality of subsets of the ground truth data by removing at least one selected subset from the first plurality of subsets. The methods can include inputting the second plurality of subsets to at least one machine learning network. The methods can include predicting a surrounding view of the environment using the at least one machine learning network. Vehicles and non-transitory computer-readable storage media are also provided.

Abstract: Techniques are described for capturing dropped packets and creating modified dropped packets with drop information associated with the dropped packets to provide greater details of the dropped packets for further analysis and/or serviceability. For example, a computing device comprises an internal communication channel, a process executing in user space, and a virtual router. The virtual router comprises, for example, processing circuitry and a drop interface to the internal communication channel, wherein the virtual router is configured to: receive a packet; in response to determining the packet is to be dropped, creating a modified dropped packet to include drop information associated with the packet; and provide the modified dropped packet to the drop interface to communicate the modified dropped packet via the internal communication channel to the process.

Abstract: Methods, apparatus, systems, and articles of manufacture are disclosed to dynamically monitor and control compute device identities during operations. Disclosed is an apparatus comprising interface circuitry, machine readable instructions, and processor circuitry to at least one of instantiate or execute the machine readable instructions to generate a unique label for a node from a data plane, the unique label to identify the node, perform an operation on the node, the operation to be performed on the node by identifying the node associated with the unique label, and maintain the unique label until the operation on the node is successful.

Abstract: The present disclosure relates to electronic devices that provide walkie-talkie service. One example electronic device includes a communication chip including a Bluetooth circuit for supporting Bluetooth communication, and a processor including a walkie-talkie circuit for performing a walkie-talkie operation with a walkie-talkie group, including a plurality of Bluetooth devices, by using the Bluetooth circuit. The walkie-talkie circuit includes a walkie-talkie control circuit configured to generate setting information related to the walkie-talkie operation, and a walkie-talkie processing circuit configured to set values of parameters of a plurality of operations for the walkie-talkie operation based on the setting information, and generate second walkie-talkie data by processing first walkie-talkie data received from the walkie-talkie group through the plurality of operations.

Abstract: In general, techniques are described for dynamically load balancing among processing cores that a virtual router of a computing device uses to process network traffic associated with different workloads executing on the computing device. In some examples, a first computing device may assign, based on one or more metrics that indicate processing cores utilization or that indicate network traffic processing requirements for a workload that is to execute on a second computing device, network traffic processing for the workload to a first processing core of a plurality of processing cores of the second computing device. A virtual router, executing on the first processing core based on the assigning, may process network traffic for the workload.

Abstract: An apparatus comprises a processing device configured to identify a source database of a first database type that is to be migrated to a target database of a second database type, to determine a set of migration factors for migrating the source database to the target database, and to select a given migration machine learning model for estimating a size required for the target database based at least in part on the first database type of the source database and the second database type of the target database. The processing device is further configured to estimate the size required for the target database utilizing the given migration machine learning model and the determined set of migration factors and to provision, for the target database, a given amount of storage resources based at least in part on the estimated size required for the target database.

Abstract: Indexing preferences generally associate each data source with a type of indexing technology and/or with an index/catalog and/or with a computing device that hosts the index/catalog for tracking backup data generated from the source data. Indexing preferences govern which index/catalog receives transaction logs for a given storage operation. Thus, indexing destinations are defined granularly and flexibly in reference to the source data. Load balancing without user intervention assures that the various index/catalogs are fairly distributed in the illustrative backup systems by autonomously initiating migration jobs. Criteria for initiating migration jobs are based on past usage and going-forward trends. An illustrative migration job re-associates data sources with a different destination media agent and/or index/catalog, including transferring some or all relevant transaction logs and/or indexing information from the old host to the new host.

Abstract: Systems and methods of communicating in a network use a physical device. The physical device includes hardware including a management data input/output interface and firmware configured to cause the hardware to provide a logical message interface using the management data input/output interface. The logical message interface is used to receive messages for configuring and/or managing the physical device.