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Patent Agency Ranking
公开(公告)号：US20210255944A1
公开(公告)日：2021-08-19
申请号：US17224201
申请日：2021-04-07
Applicant: VMware, Inc.
Inventor： Aalap Desai , Anant Agarwal , Alaa Shaabana , Ravi Cherukupalli , Sourav Kumar , Vikram Nair
Abstract: Systems and methods for analyzing a customer deployment in a converged or hyper-converged infrastructure are disclosed. A machine learning model is trained based upon historical usage data of other customer deployments. A k-means clustering is performed to generate a prediction as to whether a deployment is configured for optimal failover. Recommendations to improve failover performance can also be generated.
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公开(公告)号：US10585775B2
公开(公告)日：2020-03-10
申请号：US16043297
申请日：2018-07-24
Applicant: VMware, Inc.
Inventor： Aalap Desai , Anant Agarwal , Alaa Shaabana , Ravi Cherukupalli , Sourav Kumar , Vikram Nair
Abstract: Systems and methods for analyzing a customer deployment in a converged or hyper-converged infrastructure are disclosed. A machine learning model is trained based upon historical usage data of other customer deployments. A k-means clustering is performed to generate a prediction as to whether a deployment is configured for optimal failover. Recommendations to improve failover performance can also be generated.
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公开(公告)号：US10367711B2
公开(公告)日：2019-07-30
申请号：US15695882
申请日：2017-09-05
Applicant: VMware, Inc.
Inventor： Aalap Desai , Manoj Krishnan , Ravi Cherukupalli , Rahul Chandrasekaran , Prafulla Mahindrakar
Abstract: The subject matter described herein provides virtual computing instance (VCI) component protection against networking failures in a datacenter cluster. Networking routes at the host level, VCI level, and application level are monitored for connectivity. Failures are communicated to a primary host or to a datacenter virtualization infrastructure that initiates policy-based remediation, such as moving affected VCIs to another host in the cluster that has all the necessary networking routes functional.
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公开(公告)号：US09729401B2
公开(公告)日：2017-08-08
申请号：US14592877
申请日：2015-01-08
Applicant: VMware, Inc.
Inventor： Vishal Gupta , Pradeep Padala , Anne Holler , Aalap Desai
CPC classification number: H04L41/142 , G06F9/44505 , G06F9/45545 , G06F9/45558 , G06F11/301 , G06F11/3409 , G06F11/3466 , G06F2009/45591 , G06F2201/81 , G06F2201/865 , G06N99/005 , H04L41/0896 , H04L41/16 , H04L41/5025 , H04L41/5096
Abstract: A management system and method for remediating poor-performing clients running in a distributed computer system uses a machine learning technique to automatically detect one or more poor-performing clients among a plurality of clients running in the distributed computer based on at least performance data and resource usage data of the clients. An action is then initiated to mitigate the effects of the poor-performing clients.
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25.发明申请AUTOMATIC REMEDIATION OF POOR-PERFORMING VIRTUAL MACHINES FOR SCALABLE APPLICATIONS 有权用于可扩展应用程序的执行虚拟机的自动修复公开(公告)号：US20160057041A1
公开(公告)日：2016-02-25
申请号：US14592877
申请日：2015-01-08
Applicant: VMware, Inc.
Inventor： Vishal Gupta , Pradeep Padala , Anne Holler , Aalap Desai
CPC classification number: H04L41/142 , G06F9/44505 , G06F9/45545 , G06F9/45558 , G06F11/301 , G06F11/3409 , G06F11/3466 , G06F2009/45591 , G06F2201/81 , G06F2201/865 , G06N99/005 , H04L41/0896 , H04L41/16 , H04L41/5025 , H04L41/5096
Abstract: A management system and method for remediating poor-performing clients running in a distributed computer system uses a machine learning technique to automatically detect one or more poor-performing clients among a plurality of clients running in the distributed computer based on at least performance data and resource usage data of the clients. An action is then initiated to mitigate the effects of the poor-performing clients.
Abstract translation: 用于修复在分布式计算机系统中运行的性能差的客户端的管理系统和方法使用机器学习技术来至少基于性能数据和资源自动地检测在分布式计算机中运行的多个客户端中的一个或多个不良表现的客户端 客户端的使用数据。 然后启动一项行动，以减轻表现不佳的客户的影响。
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