公开(公告)号：US20200151018A1

公开(公告)日：2020-05-14

申请号：US16271906

申请日：2019-02-11

Applicant: VMWARE, INC.

Inventor： CHANDRASHEKHAR JHA ,  YASH BHATNAGAR ,  AMIT KUMAR

IPC: G06F9/50 ,  G06F9/48

Abstract: Various examples are disclosed for workload placement and workload balancing across a cluster of nodes. Workloads can be migrated between nodes to free sufficient CPU and memory resources to place a new workload onto a cluster. Workloads can also be migrated between pods to balance CPU and memory utilization of nodes in a cluster.

公开(公告)号：US20240248748A1

公开(公告)日：2024-07-25

申请号：US18130927

申请日：2023-04-05

Applicant: VMWARE, INC.

Inventor： CHANDRASHEKHAR JHA ,  Kameswaran Subramanian ,  Iwan Rahabok ,  Varghese Philipose ,  Tigran Matevosyan

IPC: G06F9/48 ,  G06F18/2413 ,  G06F18/2431

CPC classification number: G06F9/4818 ,  G06F18/24147 ,  G06F18/2431

Abstract: This disclosure is directed to automated computer-implemented methods and systems for prioritizing recommended suboptimal resources of a data center. Methods and system described herein save time and increase the accuracy of identifying actual suboptimal resources and executing remedial measures to correct the suboptimal resources.

公开(公告)号：US20220222252A1

公开(公告)日：2022-07-14

申请号：US17184647

申请日：2021-02-25

Applicant: VMWARE, INC.

Inventor： CHANDRASHEKHAR JHA ,  AKASH SRIVASTAVA ,  YASH BHATNAGAR ,  NAVYA SREE TIRUNAGARI

IPC: G06F16/2458 ,  G06F16/25 ,  G06F11/14

Abstract: Methods and systems described herein are directed to storing and querying log messages using log message bifurcation. Each log message that exceeds a time limit for storage in a live storage database is bifurcated into a log pattern that is stored in a log-patter database and a metric object that records variable information of the log message in a time-series metric database. The log-pattern database and the time-series metric database: together provide long-term log storage for the information contained in log messages that are too old to be stored in a live storage database. A request for access to log messages stored in the long-term log storage is completed by reconstructing the requested log messages from log patterns stored in the log-pattern database and metric objects stored in the time-series metric database.

公开(公告)号：US20200233723A1

公开(公告)日：2020-07-23

申请号：US16365880

申请日：2019-03-27

Applicant: VMWARE, INC.

Inventor： CHANDRASHEKHAR JHA ,  SHIVANJU AWASTHI ,  AKASH SRIVASTAVA ,  NAVEEN MUDNAL ,  RITESH JHA

IPC: G06F9/50 ,  G06F16/906 ,  G06F9/455

Abstract: In one example, configuration data and resource utilization data associated with a plurality of virtual machines in a data center may be retrieved. Further, a cluster analysis may be performed on the configuration data and the resource utilization data to generate a plurality of clusters. Each cluster may include identical virtual machines from the plurality of virtual machines. Furthermore, for each cluster, the identical virtual machines in a cluster may be consolidated to execute in a host computing system such that physical memory pages are shared by the consolidated identical virtual machines in the cluster.

公开(公告)号：US20190227847A1

公开(公告)日：2019-07-25

申请号：US15876244

申请日：2018-01-22

Applicant: VMWARE, INC.

Inventor： CHANDRASHEKHAR JHA ,  DATTATHREYA SATHYAMURTHY ,  SWARNALATHA PASUPULETI ,  RITESH JHA ,  SOUMYA PANIGRAHI

IPC: G06F9/50 ,  G06N99/00

Abstract: Techniques for optimizing resource claims for containers is described. In one example, resource utilization data associated with at least one container may be obtained for a period. A set of forecasting models may be trained based on the resource utilization data associated with a portion of the period. Resource utilization of the at least one container may be predicted for a remaining portion of the period using the set of trained forecasting models. The predicted resource utilization may be compared with the obtained resource utilization data for the remaining portion of the period. A forecasting model may be determined from the set of trained forecasting models based on the comparison to optimize resource claims for the at least one container.

公开(公告)号：US20190163720A1

公开(公告)日：2019-05-30

申请号：US15898238

申请日：2018-02-16

Applicant: VMWARE, INC.

Inventor： CHANDRASHEKHAR JHA ,  Jobin George ,  Prateek Sahu ,  Kumar Gaurav ,  Jusvinder Singh

IPC: G06F17/18 ,  G06F17/30 ,  G06F17/11 ,  G06Q10/06

CPC classification number: G06F17/18 ,  G06F16/285 ,  G06F17/11 ,  G06Q10/063

Abstract: Methods and systems predict parameters in a dataset of an identified piece of (“information technology”) IT equipment. An automated method identifies datasets IT equipment in a same category of IT equipment as a piece of IT equipment identified as having incomplete dataset information. Each dataset of IT equipment parameters are used to construct generalized linear models of different classes of IT equipment within the category of IT equipment. The class of the identified IT equipment is determined. A predicted equipment parameter of incomplete information of the identified piece of IT equipment is computed using the generalized linear model associated with the class. The predicted equipment parameter can be used to complete the dataset of the identified piece of IT equipment.