公开(公告)号：US11562299B2

公开(公告)日：2023-01-24

申请号：US16444190

申请日：2019-06-18

Applicant: VMware, Inc.

Inventor： Chandrashekhar Jha ,  Ritesh Jha ,  Yash Bhatnagar ,  Rajat Garg ,  Rachil Chandran

IPC: G06F15/16 ,  G06N20/10 ,  G06F9/455

Abstract: Disclosed are various embodiments for automating the prediction of workload tenures in datacenter environments. In some embodiments, parameters are identified for a plurality of workloads of a software defined data center. A machine learning model is trained to determine a predicted tenure based on parameters of the workloads. A workload for the software defined data center is configured to include at least one workload parameter. The workload is processed using the trained machine learning model to determine the predicted tenure. An input to the machine learning model includes the at least one workload parameter.

公开(公告)号：US20210135965A1

公开(公告)日：2021-05-06

申请号：US16799841

申请日：2020-02-25

Applicant: VMWARE, INC.

Inventor： SIDDARTHA LAXMAN KARIBHIMANVAR ,  Karthik Seshadri ,  Rachil Chandran ,  Akash Srivastava ,  Shrisha Chandrashekar

IPC: H04L12/26

Abstract: An example apparatus comprises a variable determiner to: parse a plurality of network command responses from a first data collector agent and from a second data collector agent; initialize a value for network connectivity parameters corresponding to the network command responses, the value corresponding to the parsed plurality of network command responses; and assign weighted values to the network connectivity parameters; a connectivity analyzer to determine a first network connectivity factor for the first data collector agent and a second network connectivity factor for the second data collector agent; and a recommender system to: determine whether the first network connectivity factor is a smaller value than the second network connectivity factor; and when the first network connectivity factor is the smaller value, initiate the first data collector agent corresponding to the first network connectivity factor to begin collecting data.

公开(公告)号：US20210099462A1

公开(公告)日：2021-04-01

申请号：US16787056

申请日：2020-02-11

Applicant: VMWARE, INC.

Inventor： Tyler J. Curtis ,  Robert Benjamin Terrill Collins ,  Sufian A. Dar ,  Rachil Chandran ,  Karthik Seshadri

IPC: H04L29/06 ,  G06F16/27

Abstract: Methods, apparatus, systems and articles of manufacture are disclosed to improve performance of cloud-based services across geographic regions. An example apparatus includes a response parser to, in response to obtaining an authorization token indicating to utilize a software-as-a-service (SaaS), determine a tenant identification code based on an authorization token, and determine a first point of presence in response to determining the tenant identification code, a shard analyzer to determine a second point of presence of a shard, the shard being a deployed instance of the SaaS, and a shard selector to assign the shard to a user when the first point of presence and the second point of presence are the same.

公开(公告)号：US20220141107A1

公开(公告)日：2022-05-05

申请号：US17647676

申请日：2022-01-11

Applicant: VMWARE, INC.

Inventor： Siddartha Laxman Karibhimanvar ,  Karthik Seshadri ,  Rachil Chandran ,  Akash Srivastava ,  Shrisha Chandrashekar

IPC: H04L43/0811 ,  H04L43/0852 ,  H04L43/0888

Abstract: An example apparatus comprises at least one memory, instructions in the apparatus, and at least one processor to execute the instructions to identify an agent identifier from a plurality of network command responses, the plurality of network command responses including a plurality of network parameters, apply weighted values to the plurality of network parameters, and determine a total weighted sum of the plurality of network parameters, the total weighted sum corresponding to a connectivity factor of an agent associated with the agent identifier.

公开(公告)号：US11258686B2

公开(公告)日：2022-02-22

申请号：US16799841

申请日：2020-02-25

Applicant: VMWARE, INC.

Inventor： Siddartha Laxman Karibhimanvar ,  Karthik Seshadri ,  Rachil Chandran ,  Akash Srivastava ,  Shrisha Chandrashekar

IPC: H04L12/26 ,  H04L43/0811 ,  H04L43/0852 ,  H04L43/0888

Abstract: An example apparatus comprises a variable determiner to: parse a plurality of network command responses from a first data collector agent and from a second data collector agent; initialize a value for network connectivity parameters corresponding to the network command responses, the value corresponding to the parsed plurality of network command responses; and assign weighted values to the network connectivity parameters; a connectivity analyzer to determine a first network connectivity factor for the first data collector agent and a second network connectivity factor for the second data collector agent; and a recommender system to: determine whether the first network connectivity factor is a smaller value than the second network connectivity factor; and when the first network connectivity factor is the smaller value, initiate the first data collector agent corresponding to the first network connectivity factor to begin collecting data.

公开(公告)号：US11080093B2

公开(公告)日：2021-08-03

申请号：US16013503

申请日：2018-06-20

Applicant: VMware, Inc.

Inventor： Rachil Chandran ,  Lalit Jain ,  Harutyun Beybutyan ,  James Ang ,  Leah Nutman ,  Keshav Mathur

IPC: G06F9/46 ,  G06F9/50 ,  G06F17/18 ,  G06N7/00

Abstract: Computational methods and systems to reclaim capacity of a virtual infrastructure of distributed computing system are described. Methods and systems are directed to forecasting usage of resources that form a virtual infrastructure of a distributed computing system. Streams of metric data that represent usage of resources of the virtual infrastructure assigned to a virtual object are collected. A binary sequence of active status metric data is computed for the virtual object based on the streams of metric data. Forecasted active status metric data are computed in a forecast interval based on the sequence of active status metric data. Expected active or inactive status of virtual object over the forecast interval is determined from the forecasted active status metric data. If the virtual object is expected to inactive status over the forecast interval, resources assigned to the virtual object are reclaimed for use by active virtual objects.

公开(公告)号：US20190317816A1

公开(公告)日：2019-10-17

申请号：US16013503

申请日：2018-06-20

Applicant: VMware, Inc.

Inventor： Rachil Chandran ,  Lalit Jain ,  Harutyun Beybutyan ,  James Ang ,  Leah Nutman ,  Keshav Mathur

IPC: G06F9/50 ,  G06N7/00 ,  G06F17/18

Abstract: Computational methods and systems to reclaim capacity of a virtual infrastructure of distributed computing system are described. Methods and systems are directed to forecasting usage of resources that form a virtual infrastructure of a distributed computing system. Streams of metric data that represent usage of resources of the virtual infrastructure assigned to a virtual object are collected. A binary sequence of active status metric data is computed for the virtual object based on the streams of metric data. Forecasted active status metric data are computed in a forecast interval based on the sequence of active status metric data. Expected active or inactive status of virtual object over the forecast interval is determined from the forecasted active status metric data. If the virtual object is expected to inactive status over the forecast interval, resources assigned to the virtual object are reclaimed for use by active virtual objects.

公开(公告)号：US20230353467A1

公开(公告)日：2023-11-02

申请号：US18341536

申请日：2023-06-26

Applicant: VMWARE, INC.

Inventor： Siddartha Laxman Karibhimanvar ,  Karthik Seshadri ,  Rachil Chandran ,  Akash Srivastava ,  Shrisha Chandrashekar

IPC: H04L43/0888 ,  H04L43/0811 ,  H04L43/0852

CPC classification number: H04L43/0811 ,  H04L43/0852 ,  H04L43/0888

Abstract: An example apparatus comprises service manager circuitry to provide a service option to a user of a virtualized computing component, the service option including a first option to request inventory data and a second option to deploy a data collector agent, obtain a request corresponding to the second option, the request including two or more locations to deploy the data collector agent, and deploy the data collector agent at the two or more locations, and network connectivity selector circuitry to obtain a second request corresponding to the second option, determine connectivity factors for the data collector agent, and determine to collect inventory data from the data collector agent based on the connectivity factors.

公开(公告)号：US11347572B2

公开(公告)日：2022-05-31

申请号：US16690157

申请日：2019-11-21

Applicant: VMWARE, INC.

Inventor： Karthik Seshadri ,  Rachil Chandran ,  Shrisha Chandrashekar ,  Tyler J. Curtis ,  Aayush Asawa ,  Radhakrishnan Devarajan

IPC: G11C16/04 ,  G06F9/54 ,  G06F9/30 ,  H04L67/10 ,  G06F21/10 ,  G06F9/50

Abstract: Methods, apparatus, systems and articles of manufacture are disclosed to establish a data pipeline between cloud computing platforms. An apparatus includes a producer registration controller to register a data producer with a data pipeline service in a public cloud network, the data producer associated with a private cloud network, a consumer registration controller to register a data consumer with the data pipeline service, and a communication controller to, in response to the registration of the data consumer, transmit data generated by the public cloud network from the data consumer to the data buffer via a first data plane gateway, and, in response to a validation of the data consumer, transmit the data from the data buffer to the data consumer via a second data plane gateway, the first data plane gateway different from the second data plane gateway.

公开(公告)号：US11165712B2

公开(公告)日：2021-11-02

申请号：US16801183

申请日：2020-02-26

Applicant: VMWARE, INC.

Inventor： Rachil Chandran ,  Karthik Seshadri ,  Akash Srivastava ,  Siddartha Laxman Karibhimanvar ,  Sivaraj M

IPC: H04L12/923 ,  H04L12/911 ,  H04L12/913 ,  H04L9/08 ,  H04L12/927

Abstract: Methods, apparatus, systems and articles of manufacture to provide a custom installable open virtualization application file for on-premise installation via the cloud are disclosed. An example apparatus includes a resource processor to determine a resource capacity for an agent in a private cloud network; a file manipulator to modify an open virtualization appliance (OVA) file by modifying a descriptor file of the OVA file to configure the resource capacity for the agent in the private cloud network, the OVA file being deployed in a public cloud network; and a first interface to transmit an indication to a location of the modified OVA file to a user device, the location of the modified OVA file being the same location as the OVA file.