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公开(公告)号：US20210224053A1
公开(公告)日：2021-07-22
申请号：US16749465
申请日：2020-01-22
摘要： A failure rate model modeling a failure rate of a training functionality deployment in a training set of functionality deployments is constructed. The failure rate model is configured to receive functionality deployment data and output a corresponding failure rate prediction. Using the failure rate model, a set of functionality deployment failure rates is predicted, a functionality deployment failure rate in the set of functionality deployment failure rates corresponding to an upcoming functionality deployment. Using the set of functionality deployment failure rates, a deployment sequence of the set of upcoming functionality deployments is constructed to minimize a predicted overall failure rate of the set of upcoming functionality deployments. The deployment of each functionality deployment in the set of upcoming functionality deployments is caused, the deployment comprising activating the upcoming functionality program code according to the deployment sequence.
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公开(公告)号：US09766693B2
公开(公告)日：2017-09-19
申请号：US14990429
申请日：2016-01-07
发明人： Rajesh K. Saxena , Pranshu Tiwari , Vikram Yadav
CPC分类号： G06F1/3296 , G06F1/14 , G06F9/45558 , G06F2009/45575
摘要： Provision of power scheduling framework for a plurality of virtual machines to facilitate energy savings in handing service instances includes configuring a first set of virtual machines in an active power mode and a second set of virtual machines in one or more other power modes, and managing, across a time period and based on service instance arrival, power mode configuration for the first set of virtual machines and the second set of virtual machines, the managing including initiating one or more transitions of at least one virtual machine between power modes of the plurality of power modes, wherein a transition energy cost is associated with transitioning from a lower power mode of the plurality of power modes to a higher power mode of the plurality of power modes, and wherein the managing accounts for transition energy cost in determining the one or more transitions.
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公开(公告)号：US20230245011A1
公开(公告)日：2023-08-03
申请号：US17648186
申请日：2022-01-18
CPC分类号： G06Q10/063112 , G06F40/30
摘要： Disclosed are techniques for training and utilizing a machine learning model for automatically accelerating technical incident triage. A historical dataset is combined from a plurality of sources corresponding to historical technical incidences and how they were resolved, including what persons or responders were involved in responding to the incident. This historical dataset is processed for input into a machine learning model which is trained to output a ranking of historical incidences based on similarity to an input incident. Machine logic then automatically selects a responder for the incident based on which available responders previously resolved the ranked historical incidences, selecting responders from the most similar historical incidences if they are available, and communicating information from the ranked historical incidences to assist in diagnosing and resolving the input incident.
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公开(公告)号：US11645049B2
公开(公告)日：2023-05-09
申请号：US17301727
申请日：2021-04-13
发明人： Manohar Chintala , Swarnalata Patel , Rama Prasad Reddy Munagala , Pranshu Tiwari , Harish Bharti
摘要： A method, system, and computer program product for implementing automated software application generation is provided. The method includes scanning source code for identifying missing elements of hardware and software parameters associated with functional operation of software for development. The hardware and software parameters are analyzed and converted into configurable digital bins. An automation parameter is generated. The automation parameter is associated with portions of the software configured for automatic development and generation. Corrective actions associated with automating development of the software are generated based on the automation parameter and it is determined that the automation parameter is within a specified range of the portions. The corrective actions are executed with respect to development of the software and the software is generated.
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公开(公告)号：US10935970B2
公开(公告)日：2021-03-02
申请号：US16598501
申请日：2019-10-10
发明人： Harish Bharti , Abhay K. Patra , Pranshu Tiwari , Saurabh Trehan
IPC分类号： G05B23/02 , G06F1/28 , G06F1/3206 , H04L12/24
摘要： A method collects from at least one power measuring device of an environment power consumption data indicating active power consumption during a timeframe by an electrical device in the environment. The method also collects operating parameter data indicating at least one operating parameter under which the electrical device operates during at least a portion of the timeframe. The method performs, based on observing an increase in power consumption of the electrical device during the timeframe, assessing extents of contribution by potential contributing factors to the increase in power consumption, the potential contributing factors including time-based degradation of the electrical device and the at least one operating parameter. The method outputs, based on the assessing, an indication of an extent of contribution of degradation of the electrical device to the increase in power consumption.
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公开(公告)号：US11501237B2
公开(公告)日：2022-11-15
申请号：US16984581
申请日：2020-08-04
发明人： Pranshu Tiwari , Harish Bharti , Pradeep Dash , Santosh Patil , Swarnalata Patel , Saurabh Trehan
摘要： A method, system, and computer program product for predicting optimal service characteristics to execute predicted IT tickets. The method may include identifying deployment characteristics for an operational system based on an architecture of the operational system. The method may also include receiving implementation data in response to past incident tickets based on the deployment characteristics. The method may also include identifying relationships within the implementation data. The method may also include predicting a volume of new tickets based on the implementation data and the relationships between the implementation data. The method may also include predicting a resolution time for high severity tickets in the volume of new tickets. The method may also include determining preferred service characteristics based on the volume of the new tickets and the resolution time for the high severity tickets. The method may also include transmitting a recommendation comprising the preferred service characteristics.
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公开(公告)号：US20180356776A1
公开(公告)日：2018-12-13
申请号：US15616265
申请日：2017-06-07
发明人： Harish Bharti , Abhay K. Patra , Pranshu Tiwari , Saurabh Trehan
IPC分类号： G05B15/02
CPC分类号： G05B15/02
摘要： A method, system and computer program product are disclosed for rewarding customers for sustained energy conservation. In embodiments of the invention, the method comprises establishing a baseline of energy consumption for a customer; defining a rewards program; and determining a reward for the customer, based on the rewards program, for maintaining the customer's energy utilization in a given range compared to the baseline. In embodiments of the invention, the system comprises one or more processing units configured to operate as a file server for receiving specified energy consumption data from customers, and a business analytical engine. The business analytical engine stores a defined rewards program; establishes a baseline of energy consumption for one of the customers; and determines a reward for the one customer, based on the rewards program, for maintaining the one customer's energy utilization in a given range compared to the baseline.
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公开(公告)号：US20170017913A1
公开(公告)日：2017-01-19
申请号：US14802547
申请日：2015-07-17
发明人： Harish Bharti , Kshitij K. Raval , Pranshu Tiwari
CPC分类号： G06Q10/06393 , G06F16/215 , G06Q10/0635 , G06Q30/018
摘要： In an approach to managing data quality and compliance, a computer retrieves data within a business enterprise system. The computer applies a set of rules to the data, wherein the application of the set of rules to the data produces a plurality of mapped data, and the computer aggregates the plurality of mapped data into a plurality of results. The computer then reports the plurality of results for a data display.
摘要翻译： 在管理数据质量和合规性的方法中，计算机在企业系统中检索数据。 计算机对数据应用一组规则，其中将该组规则应用于数据产生多个映射数据，并且计算机将多个映射数据聚合成多个结果。 然后计算机报告用于数据显示的多个结果。
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公开(公告)号：US20230140410A1
公开(公告)日：2023-05-04
申请号：US17512719
申请日：2021-10-28
摘要： A method includes receiving, by one or more processors of a computer system, historical data related to deployment characteristics and an architecture for past incidents occurring in a data warehouse, predicting, by the one or more processors of the computer system using neural network modeling, tickets related to a response to at least one incident occurring in the data warehouse, wherein the predicting is based on the deployment characteristics and the architecture of the data warehouse, considering, by the one or more processors of a computer system, a plurality of parameters to ascertain the predicted tickets, and providing, by the one or more processors of the computer system, incident ticket volume prediction including the predicted tickets to an incident management system interface reviewable by a user.
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公开(公告)号：US20220326917A1
公开(公告)日：2022-10-13
申请号：US17301727
申请日：2021-04-13
发明人： Manohar Chintala , Swarnalata Patel , Rama Prasad Reddy Munagala , Pranshu Tiwari , Harish Bharti
摘要： A method, system, and computer program product for implementing automated software application generation is provided. The method includes scanning source code for identifying missing elements of hardware and software parameters associated with functional operation of software for development. The hardware and software parameters are analyzed and converted into configurable digital bins. An automation parameter is generated. The automation parameter is associated with portions of the software configured for automatic development and generation. Corrective actions associated with automating development of the software are generated based on the automation parameter and it is determined that the automation parameter is within a specified range of the portions. The corrective actions are executed with respect to development of the software and the software is generated.
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