公开(公告)号：US11233704B2

公开(公告)日：2022-01-25

申请号：US16775807

申请日：2020-01-29

Applicant: salesforce.com, inc.

Inventor： Tejaswini Ganapathi ,  Satish Raghunath ,  Shauli Gal

IPC: H04L12/24 ,  H04L12/819 ,  H04L12/26

Abstract: Bypass network traffic records are generated for a web application. Sufficient statistics of network optimization parameters are calculated for network performance categories. The bypass network traffic records are partitioned for the network performance categories into network traffic buckets. Sufficient statistics and the network traffic buckets are used to generate network quality mappings. The network quality mappings are used as training instances to train a machine learner for generating network optimization policies to be implemented by user devices.

公开(公告)号：US20210234782A1

公开(公告)日：2021-07-29

申请号：US16775819

申请日：2020-01-29

Applicant: salesforce.com, inc.

Inventor： Tejaswini Ganapathi ,  Shauli Gal ,  Satish Raghunath ,  Kartikeya Chandrayana

IPC: H04L12/26

Abstract: Network request data is collected over a time window. The network request data is filtered to generate bypass network traffic records. Network performance categories are generated from the bypass network traffic records. Sufficient statistics of network optimization parameters are calculated for the network performance categories. The sufficient statistics of the network optimization parameters are used to generate network optimization parameters to determine data download performances of web applications.

公开(公告)号：US10911347B2

公开(公告)日：2021-02-02

申请号：US16660732

申请日：2019-10-22

Applicant: salesforce.com, inc.

Inventor： Shauli Gal ,  Satish Raghunath ,  Kartikeya Chandrayana ,  Gabriel Tavridis ,  Kevin Wang

IPC: G06F15/173 ,  H04L12/26 ,  H04L12/24

Abstract: A data-driven approach to network performance diagnosis and root-cause analysis is presented. By collecting and aggregating data attribute values across multiple components of a content delivery system and comparing against baselines for points of inspection, network performance diagnosis and root-cause analysis may be prioritized based on impact on content delivery. Recommended courses of action may be determined and provided based on the tracked network performance analysis at diagnosis points.

公开(公告)号：US10904205B2

公开(公告)日：2021-01-26

申请号：US16779562

申请日：2020-01-31

Applicant: salesforce.com, inc.

Inventor： Shauli Gal ,  Satish Raghunath ,  Kartikeya Chandrayana

IPC: H04L29/12 ,  H04L29/08 ,  H04L12/26

Abstract: A CDN traffic is optimized by a client-side system that maps the servers in the CDN system. Content requests from client devices for domain names are forwarded to servers in the CDN system that may be selected from the map to prevent a cache miss in the a server for a particular request for content.

公开(公告)号：US10791035B2

公开(公告)日：2020-09-29

申请号：US15803501

申请日：2017-11-03

Applicant: salesforce.com, inc.

Inventor： Tejaswini Ganapathi ,  Satish Raghunath ,  Xu Che ,  Shauli Gal ,  Andrey Karapetov

IPC: H04L12/24 ,  G06F17/16 ,  H04L12/26 ,  G06N7/00 ,  G05B17/02 ,  G06F16/2458

Abstract: An data driven approach to generating synthetic data matrices is presented. By retrieving historical network traffic data, probabilistic models are generated. Optimal distribution families for a set of independent data segments are determined. Applications are tested and performance metrics are determined based on the generated synthetic data matrices.

公开(公告)号：US20180278688A1

公开(公告)日：2018-09-27

申请号：US15469419

申请日：2017-03-24

Applicant: salesforce.com, inc.

Inventor： Shauli Gal ,  Satish Raghunath ,  Kartikeya Chandrayana

IPC: H04L29/08 ,  H04L29/12 ,  H04L12/26

Abstract: A CDN traffic is optimized by a client-side system that maps the servers in the CDN system. Content requests from client devices for domain names are forwarded to servers in the CDN system that may be selected from the map to prevent a cache miss in the a server for a particular request for content.

公开(公告)号：US11695674B2

公开(公告)日：2023-07-04

申请号：US17538815

申请日：2021-11-30

Applicant: salesforce.com, inc.

Inventor： Tejaswini Ganapathi ,  Shauli Gal ,  Satish Raghunath ,  Kartikeya Chandrayana

IPC: H04L43/0864 ,  H04L43/0882 ,  H04L43/0811

CPC classification number: H04L43/0882 ,  H04L43/0811 ,  H04L43/0864

Abstract: Network request data is collected over a time window. The network request data is filtered to generate bypass network traffic records. Network performance categories are generated from the bypass network traffic records. Sufficient statistics of network optimization parameters are calculated for the network performance categories. The sufficient statistics of the network optimization parameters are used to generate network optimization parameters to determine data download performances of web applications.

公开(公告)号：US11570059B2

公开(公告)日：2023-01-31

申请号：US17507430

申请日：2021-10-21

Applicant: salesforce.com, inc.

Inventor： Tejaswini Ganapathi ,  Satish Raghunath ,  Shauli Gal

IPC: H04L41/16 ,  H04L47/21 ,  H04L43/062 ,  H04L41/142

Abstract: Bypass network traffic records are generated for a web application. Sufficient statistics of network optimization parameters are calculated for network performance categories. The bypass network traffic records are partitioned for the network performance categories into network traffic buckets. Sufficient statistics and the network traffic buckets are used to generate network quality mappings. The network quality mappings are used as training instances to train a machine learner for generating network optimization policies to be implemented by user devices.

公开(公告)号：US11411801B2

公开(公告)日：2022-08-09

申请号：US15675479

申请日：2017-08-11

Applicant: salesforce.com, inc.

Inventor： Shauli Gal ,  Satish Raghunath ,  Kartikeya Chandrayana ,  Gabriel Tavridis ,  Kevin Wang

IPC: G06F15/173 ,  H04L41/0631 ,  H04L43/08 ,  H04L67/75 ,  H04L41/5009 ,  H04L67/56 ,  H04L41/22 ,  H04L41/06

Abstract: A data-driven approach to network performance diagnosis and root-cause analysis is presented. By collecting and aggregating data attribute values across multiple components of a content delivery system and comparing against baselines for points of inspection, network performance diagnosis and root-cause analysis may be prioritized based on impact on content delivery. Alerts may be generated to present recommended courses of action based on the tracked performance analysis.

公开(公告)号：US20210234769A1

公开(公告)日：2021-07-29

申请号：US16775807

申请日：2020-01-29

Applicant: salesforce.com, inc.

Inventor： Tejaswini Ganapathi ,  Satish Raghunath ,  Shauli Gal

IPC: H04L12/24 ,  H04L12/819 ,  H04L12/26

Abstract: Bypass network traffic records are generated for a web application. Sufficient statistics of network optimization parameters are calculated for network performance categories. The bypass network traffic records are partitioned for the network performance categories into network traffic buckets. Sufficient statistics and the network traffic buckets are used to generate network quality mappings. The network quality mappings are used as training instances to train a machine learner for generating network optimization policies to be implemented by user devices.