Abstract: Techniques for detecting a modification to a configuration of a system are disclosed. For example, a method comprises the step of collecting a first data set for a system at a first time instance, wherein the first data set comprises inventory data for a configuration of the system present at the first time instance. The method compares the first data set to a second data set, wherein the second data set comprises inventory data for a configuration of the system present at a second time instance. The method obtains a third data set based on the comparison of the first data set and the second data set, wherein the third data set comprises data indicative of any differences between the inventory data for the configuration of the system present at the first time instance and the inventory data for the configuration of the system present at the second time instance.

Abstract: Techniques for device modification analysis are disclosed. For example, a method comprises collecting operational data from one or more devices, and receiving one or more modifications to at least one of firmware and software for the one or more devices. In the method, one or more virtual instances of respective ones of the one or more devices are generated, and the one or more modifications are tested on the one or more virtual instances to determine if there are one or more issues with the one or more modifications.

Abstract: Devices, systems, compositions and methods for long term or prolonged transdermal administration of an active agent are provided.

Abstract: A carbon dioxide (CO2) emissions state transition prediction system executing on a unified endpoint management platform information handling system may comprise a network interface device to receive operational telemetry measurements for a first client device during routine monitoring intervals, including a determined CO2 emissions value, and a non-eco-friendly state transition threshold determined for the first client device, a hardware processor to predict, via a neural network modeling relationships between changes in CO2 emissions values over a most recent monitoring period and changes in user-adjustable operational telemetry measurements over a prior monitoring period, that a future determined CO2 emissions value for the first client information handling system determined based on operational telemetry measurements recorded during the current routine monitoring interval will exceed the non-eco-friendly state transition threshold value, and the network interface device to transmit an indication for user d

Abstract: In general, embodiments relates to a method for managing a technical support session, comprising: obtaining customer identification information for a technical support session, extracting at least one keyword for the technical support session, identifying a plurality of historical technical support sessions using the at least one keyword and the customer identification information, and displaying at least one of the plurality of historical technical support sessions to a technical support person (TSP) during the technical support session.

Abstract: Devices, systems, compositions and methods for long term or prolonged transdermal administration of an active agent are provided.

Abstract: One example method, includes checking, by an intelligent time detector service running on a computing system, a trial period duration of software on the computing system, starting, by the intelligent time detector service, a counter for the software, and the counter is operable to generate a counter value based on a clock of the computing system, storing, by the intelligent time detector service, a counter value of the counter, and decommissioning, by the intelligent time detector service, the software after the trial period has expired.

Abstract: A method for managing a client environment includes obtaining, by an issue analyzing engine, a notification for an issue based on an application upgrade on a client device of the client environment, in response to the notification: applying an issue analyzing model to device configuration information associated with a client device to obtain a solution set, providing the solution set to client environment, obtaining a result from the client environment associated with the issue and the solution set, and updating the issue analyzing model based on the result to obtain an updated issue analyzing model.

Abstract: Methods, compositions, and devices for transdermally administering an active agent such as donepezil are provided. In one aspect, the method comprises contacting skin with a transdermal device designed to create a depot of the active agent in the subject, removing the transdermal device and continuing to administer the active agent for a period after the device is removed.

Abstract: Embodiments include a method of storing digital data in a blockchain by receiving the digital data from a user, deduplicating the data in a deduplication system of the user to form deduplicated data, and encoding the deduplicated data into an array format for storage on a blockchain. A smart contract is deployed for deduplication on the destination side of the data, and the deduplicated data is encoded into a Binary Aligned Map (BAM) format for storage on the blockchain. A process on the destination side stores the deduplicated array data as a next block in the blockchain only if the next block agrees with the smart contract, and the blockchain is stored in system storage comprising hard disk, solid state, tape, or optical devices.

Abstract: A method for managing a client environment includes obtaining, by a client device upgrade manager, an upgrade estimation for a client device executing in the client environment, wherein the upgrade estimation corresponds to an application upgrade for an application, in response to the upgrade estimation: performing an optimal time slot analysis for the client device to identify a set of optimal time slots, presenting the set of optimal time slots to the client device, obtaining, by the client device, a requested time slot for the application, and in response to the requested time slot, initiating an installation of an application upgrade of the application.

Abstract: Techniques are disclosed for intelligent infrastructure management in a radio access network. For example, a method obtains, from a plurality of baseband units of a radio access network, a plurality of data sets, wherein respective ones of the plurality of data sets correspond to operational statistics of respective ones of the plurality of baseband units. The method then generates a forecasted data set corresponding to one or more predicted operational statistics of each of the subset of baseband units, wherein the forecasted data set is generated using a first machine learning model. The method analyzes the forecasted data set to predict a future occurrence of a technical issue and to determine at least one corrective action for the predicted future occurrence of the technical issue, wherein the analysis is performed using a second machine learning model. The method then causes initiation of the at least one corrective action.

Abstract: Methods for the manufacture of a microprojection array are provided. In the methods, a formulation is introduced into cavities of a microprojection array mold by means that achieve a uniform amount of formulation retained in each cavity.

Abstract: A method for managing upgrades of components of clients includes obtaining an upgrade failure prediction request associated with a client of the clients, and in response to obtaining an update failure prediction request: obtaining live data associated with the client, matching the live data with a training data cluster, selecting relevant features associated with processed training data of the training data cluster, generating an upgrade failure prediction using the live data associated with the relevant features and a prediction model, making a determination that the upgrade failure prediction implicates an action is required, and based on the determination, initiating performance of the action.

Abstract: In general, embodiments relate to a method for managing a technical support session, comprising in response to satisfying a duplicate technical support question threshold for a technical support session: extracting at least one keyword for the technical support session, identifying a plurality of historical technical support sessions using the at least one keyword, and displaying at least one of the plurality of historical technical support sessions to a technical support person (TSP) during the technical support session.

Abstract: Methods, compositions, and devices for transdermally administering an active agent such as donepezil are provided.

Abstract: The disclosed invention relates to a method for identifying biomarkers for the stratification of hypertensive patients among different hypertension diseases: endocrine forms of hypertension and primary hypertension. The method is a machine-learning based method using one trained classifier on a predefined input dataset to rank several combinations of omics biomarkers (miRNA, steroids, metanephrines, small metabolites) on the basis of the computation of at least one evaluation parameter. A combination of biomarkers is selected to stratify the hypertensive patient among said plurality of hypertension diseases. Also, the disclosed invention relates to a method for stratifying hypertensive patients, such as hypertensive patients with endocrine forms of hypertension (EHT).

Abstract: A method for performing an application upgrade includes: performing an emulation to generate an application upgrade strategy for applying a plurality of application upgrades on a client device; determining a user behavior of a user of the client device; generating an application upgrade summary list using the application upgrade strategy and the user behavior; providing the application upgrade summary list to the user of the client device; and after the providing, initiating upgrading of the client device using a reordered application upgrade strategy generated in response to feedback from the user, in which the reordered application upgrade strategy is generated based on the application upgrade strategy and the user behavior.

Abstract: A hardware failure prediction and avoidance system executing on a unified endpoint management platform information handling system comprising a network interface device (NID) to receive failed operational telemetries for client devices including power and software analytics, and event viewer error logs, and an error associated with a hardware type, a processor to execute a classification supervised learning algorithm on the failed operational telemetries to determine that a hardware or software configuration will likely co-occur with a future error of the hardware type, identify the hardware or software configuration as problematic, the processor to identify the problematic system configuration in a current operational telemetry by correlating the current operational telemetry with a portion of the failed operational telemetries, and the NID to transmit a recommendation to the first client device to adjust the problematic system configuration in order to avoid occurrence of the error at the first client devic

Abstract: A system and a method for executing an update carbon dioxide (CO2) footprint optimization system for a client information handling system comprising a processor to gather telemetry describing power consumption and usage of hardware component resources during execution of a software application, to determine an execution CO2 emissions comparison index value describing a difference between CO2 emitted due to recent execution of the application relative to CO2 emitted due to the current execution at an optimal efficiency or due to a modelled, expected performance of the application after installation of an available update, and to determine an installation CO2 emissions comparison index value estimating CO2 emissions associated with an installation process of the available update. The system and method generating a user recommendation to delay installation of the update if the installation CO2 emissions comparison index value exceeds the execution CO2 emissions comparison index value to conserve CO2 emissions.