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公开(公告)号：US20230041350A1
公开(公告)日：2023-02-09
申请号：US17395651
申请日：2021-08-06
申请人： Dell Products L.P.
IPC分类号： G06N20/00
摘要： A method comprises collecting data corresponding to operation of a user interface, analyzing the data and generating a dependency tree based at least in part on the analysis. The analyzing and the generating are performed using one or more machine learning techniques. The dependency tree comprises a plurality of nodes respectively corresponding to a plurality of components of the user interface and is organized at least in part according to one or more dependent relationships between the plurality of components. Based at least in part on a structure of the dependency tree, one or more test cases for the user interface are executed.
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公开(公告)号：US11494567B2
公开(公告)日：2022-11-08
申请号：US16807838
申请日：2020-03-03
申请人： Dell Products L.P.
摘要： Techniques for localization of a content presentation in an information processing system are provided. In one example, a method adapts translated content to accommodate an original content design structure (e.g., wireframe) when such translated content is inconsistent with the original content design structure. In another example, a method adapts the original content design structure when translated content is inconsistent with the original content design structure. In yet another example, an image analysis method is used to adapt translated content determined to be inconsistent with the original content design structure.
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公开(公告)号：US20220229915A1
公开(公告)日：2022-07-21
申请号：US17152964
申请日：2021-01-20
申请人： Dell Products L.P.
摘要： In one aspect, an example methodology implementing the disclosed techniques includes receiving an input to register a device for tracking, the input comprising registration data specifying the device and one or more components in the device to register for tracking and a minimum acceptance criterion for each of the one or more components, the minimum acceptance criterion for a registered component defines a minimum threshold percentage of votes needed to approve a modification to the registered component. The method also includes recording the device identifier and the registration data related to the device in a device ledger, generating a rule execution set for the device ledger, the rule execution set comprising one or more rules pertaining to approval of requests to modify the device, and processing requests to modify the device or the one or more registered components in the device based on the specified minimum acceptance criterion and the rule execution set.
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公开(公告)号：US11386206B2
公开(公告)日：2022-07-12
申请号：US17026688
申请日：2020-09-21
申请人： Dell Products L.P.
IPC分类号： G06F21/00 , G06F21/56 , G06F21/54 , G06F21/55 , G06F40/289
摘要： A system and method model activities in the production environment as sequences of microservices, and identify unusual activities by analyzing these sequences. In particular, a directed graph of usual activity is formed as a basis for determining unusual activities. Next, activities that were actually performed are determined by statistically analyzing records of microservice invocation in application diagnostic files. These activity sequences are overlaid on the directed graph to determine relative fit by using a trace coverage percentage score. Application instances or activities with low relative fit are deemed suspicious. If the low fit persists for an extended duration, then the instances or activities are deemed unusual and an individual is alerted to begin a manual review.
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公开(公告)号：US20220207415A1
公开(公告)日：2022-06-30
申请号：US17137670
申请日：2020-12-30
申请人： Dell Products L.P.
摘要： Methods, apparatus, and processor-readable storage media for predicting component lifespan information by processing user install base data and environment-related data using machine learning techniques are provided herein. An example computer-implemented method includes obtaining install base data associated with at least one system component and environment-related data associated with usage of the at least one system component; performing feature analysis on at least a portion of the obtained data using a first set of machine learning techniques; clustering, based on the feature analysis, at least a portion of the install base data and at least a portion of the environment-related data into one or more groups using a second set of machine learning techniques; generating at least one lifespan information prediction attributed to the at least one system component based on the clustering; and performing at least one automated action based on the at least one lifespan information prediction.
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公开(公告)号：US20220116470A1
公开(公告)日：2022-04-14
申请号：US17065919
申请日：2020-10-08
申请人： Dell Products L.P.
摘要： A method includes extracting data pertaining to a plurality of user actions in connection with one or more changes to one or more of a plurality of applications, and training one or more machine learning models with the extracted data. The one more machine learning models are used to predict whether a user should receive a given notification in connection with a given change to a given application of the plurality of applications. In response to predicting that the user should receive the given notification, content of the given notification is determined. The method further includes generating the given notification for the user, and transmitting the given notification to the user.
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公开(公告)号：US20220114031A1
公开(公告)日：2022-04-14
申请号：US17066647
申请日：2020-10-09
申请人： Dell Products L.P.
摘要： An apparatus comprises a processing device configured to generate a model characterizing relationships between devices in an information technology infrastructure, to build a device dependency chain for the devices based at least in part on the generated model, and to predict workload for each of the devices in each of two or more time slots of a given time period. The processing device is also configured to determine a deployment schedule for the devices based at least in part on the device dependency chain and the predicted workload for each of the devices in each of the two or more time slots of the given time period, to identify an operation to be performed on the devices, and to utilize the deployment schedule to select ones of the devices on which to perform the identified operation in each of the two or more time slots of the given time period.
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公开(公告)号：US20210406976A1
公开(公告)日：2021-12-30
申请号：US16917175
申请日：2020-06-30
申请人： Dell Products L.P.
摘要： A method comprises extracting data for one or more assets corresponding to a user, and analyzing the data using one or more machine learning models. The analyzing comprises predicting whether the one or more assets will require at least one of replacement and service. In the method, one or more entitlement recommendations for the user are generated based on the analysis, and the one or more entitlement recommendations are transmitted to the user.
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39.发明申请公开(公告)号：US20210350213A1
公开(公告)日：2021-11-11
申请号：US16867718
申请日：2020-05-06
申请人： Dell Products L.P.
摘要： Methods, apparatus, and processor-readable storage media for automated configuration determinations for data center devices using artificial intelligence are provided herein. An example computer-implemented method includes obtaining input information pertaining to one or more device-related changes to a data center; obtaining telemetry data attributed to one or more devices in the data center; determining one or more device configurations for implementation in at least one device in the data center in connection with the one or more device-related changes by processing the input information and the obtained telemetry data using one or more artificial intelligence techniques; and performing at least one automated action based at least in part on the one or more determined device configurations.
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公开(公告)号：US20210279430A1
公开(公告)日：2021-09-09
申请号：US16807899
申请日：2020-03-03
申请人： Dell Products L.P.
摘要： Techniques for localization of a content presentation in an information processing system are provided. In one example, a method adapts translated content to accommodate an original content design structure (e.g., wireframe) when such translated content is inconsistent with the original content design structure. In another example, a method adapts the original content design structure when translated content is inconsistent with the original content design structure. In yet another example, an image analysis method is used to adapt translated content determined to be inconsistent with the original content design structure.
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