公开(公告)号：US11496555B2

公开(公告)日：2022-11-08

申请号：US17070836

申请日：2020-10-14

Applicant: salesforce.com, inc.

Inventor： Andrey Gusev ,  Ronald Yang ,  Scott Hansma ,  Jesse Collins ,  Alan Arbizu

IPC: G06F15/16 ,  H04L67/1008 ,  H04L49/90 ,  G06N20/00 ,  G06F16/2455 ,  H04L69/329 ,  H04L67/1014 ,  H04L67/1001 ,  G06F9/50 ,  H04L43/0876 ,  H04L47/125 ,  H04L67/10

Abstract: Methods and systems for making effective use of system resources. A plurality of requests for access to a resource are received. Each request has an associated group of features. The group of features for each request is analyzed to collect observations about the plurality of requests. A function to predict an outcome of a subsequent request is generated based on the observations. Resources are allocated to service the subsequent request based on the function.

公开(公告)号：US10192169B2

公开(公告)日：2019-01-29

申请号：US14703682

申请日：2015-05-04

Applicant: salesforce.com, inc.

Inventor： Andrey Gusev ,  Ronald Yang ,  Scott Hansma ,  Jesse Collins ,  Alan Arbizu

IPC: G06F15/16 ,  G06N99/00 ,  G06F17/30 ,  H04L29/08

Abstract: Methods and systems for making effective use of system resources. A plurality of requests for access to a resource are received. Each request has an associated group of features. The group of features for each request is analyzed to collect observations about the plurality of requests. A function to predict an outcome of a subsequent request is generated based on the observations. Resources are allocated to service the subsequent request based on the function.

公开(公告)号：US20210211491A1

公开(公告)日：2021-07-08

申请号：US17070836

申请日：2020-10-14

Applicant: salesforce.com, inc.

Inventor： Andrey Gusev ,  Ronald Yang ,  Scott Hansma ,  Jesse Collins ,  Alan Arbizu

IPC: H04L29/08 ,  H04L12/861 ,  G06N20/00 ,  G06F16/2455 ,  G06F9/50 ,  H04L12/26 ,  H04L12/803

Abstract: Methods and systems for making effective use of system resources. A plurality of requests for access to a resource are received. Each request has an associated group of features. The group of features for each request is analyzed to collect observations about the plurality of requests. A function to predict an outcome of a subsequent request is generated based on the observations. Resources are allocated to service the subsequent request based on the function.

公开(公告)号：US20230016877A1

公开(公告)日：2023-01-19

申请号：US17936301

申请日：2022-09-28

Applicant: salesforce.com, inc.

Inventor： Andrey Gusev ,  Ronald Yang ,  Scott Hansma ,  Jesse Collins ,  Alan Arbizu

IPC: H04L67/1008 ,  H04L49/90 ,  G06N20/00 ,  G06F16/2455 ,  H04L69/329 ,  H04L67/1014 ,  H04L67/1001 ,  G06F9/50 ,  H04L43/0876 ,  H04L47/125 ,  H04L67/10

Abstract: Methods and systems for making effective use of system resources. A plurality of requests for access to a resource are received. Each request has an associated group of features. The group of features for each request is analyzed to collect observations about the plurality of requests. A function to predict an outcome of a subsequent request is generated based on the observations. Resources are allocated to service the subsequent request based on the function.

公开(公告)号：US20190354891A1

公开(公告)日：2019-11-21

申请号：US16259964

申请日：2019-01-28

Applicant: salesforce.com, inc.

Inventor： Andrey Gusev ,  Ronald Yang ,  Scott Hansma ,  Jesse Collins ,  Alan Arbizu

IPC: G06N20/00 ,  G06F16/2455 ,  H04L29/08 ,  H04L12/26 ,  G06F9/50 ,  H04L12/803 ,  H04L12/861

Abstract: Methods and systems for making effective use of system resources. A plurality of requests for access to a resource are received. Each request has an associated group of features. The group of features for each request is analyzed to collect observations about the plurality of requests. A function to predict an outcome of a subsequent request is generated based on the observations. Resources are allocated to service the subsequent request based on the function.

公开(公告)号：US10810514B2

公开(公告)日：2020-10-20

申请号：US16259964

申请日：2019-01-28

Applicant: salesforce.com, inc.

Inventor： Andrey Gusev ,  Ronald Yang ,  Scott Hansma ,  Jesse Collins ,  Alan Arbizu

IPC: G06F15/16 ,  G06N20/00 ,  H04L29/08 ,  H04L12/861 ,  G06F16/2455 ,  G06F9/50 ,  H04L12/26 ,  H04L12/803

Abstract: Methods and systems for making effective use of system resources. A plurality of requests for access to a resource are received. Each request has an associated group of features. The group of features for each request is analyzed to collect observations about the plurality of requests. A function to predict an outcome of a subsequent request is generated based on the observations. Resources are allocated to service the subsequent request based on the function.

公开(公告)号：US20150235144A1

公开(公告)日：2015-08-20

申请号：US14703682

申请日：2015-05-04

Applicant: salesforce.com, inc.

Inventor： Andrey Gusev ,  Ronald Yang ,  Scott Hansma ,  Jesse Collins ,  Alan Arbizu

IPC: G06N99/00 ,  G06F17/30

CPC classification number: G06N99/005 ,  G06F9/5011 ,  G06F17/30477 ,  G06F2209/5019 ,  H04L29/08072 ,  H04L43/0876 ,  H04L47/125 ,  H04L49/90 ,  H04L67/10 ,  H04L67/1002

Abstract: Methods and systems for making effective use of system resources. A plurality of requests for access to a resource are received. Each request has an associated group of features. The group of features for each request is analyzed to collect observations about the plurality of requests. A function to predict an outcome of a subsequent request is generated based on the observations. Resources are allocated to service the subsequent request based on the function.

Abstract translation: 有效利用系统资源的方法和系统。 接收到对资源的​​访问的多个请求。 每个请求都有相关的功能组。 分析每个请求的一组特征以收集关于多个请求的观察。 基于观察结果生成预测后续请求的结果的功能。 根据该功能分配资源以服务后续请求。