公开(公告)号：US20210150411A1

公开(公告)日：2021-05-20

申请号：US17097755

申请日：2020-11-13

Applicant: Equinix, Inc.

Inventor： Guido Franciscus Wilhelmus Coenders ,  Kaladhar Voruganti ,  Vijaay Doraiswamy ,  Purvish Purohit ,  Mahendra Malviya

IPC: G06N20/00 ,  G06K9/62 ,  G06F21/53 ,  G06F21/64 ,  G06F21/62

Abstract: In general, this disclosure describes a system for securely training artificial intelligence (AI) models. The system may include communication circuitry for receiving from providers data sets, machine learning algorithms, and AI models. The data sets, machine learning algorithms, and AI models may be placed in a secure sandbox for access by a user. The user may securely train the AI models using the data sets in the secure sandbox. The secure sandbox may record AI model metadata associated with transactions involving the AI models and send the AI model metadata to a model registry. The model registry may attest to the lineage of the AI models.

公开(公告)号：US20240427922A1

公开(公告)日：2024-12-26

申请号：US18823079

申请日：2024-09-03

Applicant: Equinix, Inc.

Inventor： Guido Franciscus Wilhelmus Coenders ,  Kaladhar Voruganti ,  Vijaay Doraiswamy ,  Purvish Purohit ,  Mahendra Malviya

IPC: G06F21/62 ,  G06Q10/0631 ,  G06Q20/12 ,  G06Q30/0601 ,  H04L9/40 ,  H04L67/10 ,  H04L67/51

Abstract: In general, this disclosure describes a multi-zone secure AI exchange. The multi-zone secure AI exchange may be implemented in a multi-cloud, multi-data center environment, where each zone may be in a different cloud or data center. The multi-zone secure AI exchange may include a data repository, a data exchange, and shared services. The data repository may be configured to store algorithms and datasets, each having a respective owning user. The data exchange may receive datasets and algorithms from the data repository, and may perform the algorithms to produce output data. Each of the data repository, data exchange, and shared services may have a different level of security. The data repository may implement the highest level of security, allowing the owner user, and only the owning user, to control how their data and algorithms move in and out of the data repository, or are changed while in the data repository.

公开(公告)号：US11593500B1

公开(公告)日：2023-02-28

申请号：US17097595

申请日：2020-11-13

Applicant: Equinix, Inc.

Inventor： Guido Franciscus Wilhelmus Coenders ,  Kaladhar Voruganti ,  Vijaay Doraiswamy ,  Purvish Purohit ,  Mahendra Malviya

IPC: G06F21/62 ,  H04L9/40 ,  G06Q10/06 ,  G06Q30/06 ,  G06Q20/12 ,  H04L67/51 ,  H04L67/10 ,  G06Q10/0631 ,  G06Q30/0601

Abstract: In general, this disclosure describes a multi-zone secure AI exchange. The multi-zone secure AI exchange may be implemented in a multi-cloud, multi-data center environment, where each zone may be in a different cloud or data center. The multi-zone secure AI exchange may include a data repository, a data exchange, and shared services. The data repository may be configured to store algorithms and datasets, each having a respective owning user. The data exchange may receive datasets and algorithms from the data repository, and may perform the algorithms to produce output data. Each of the data repository, data exchange, and shared services may have a different level of security. The data repository may implement the highest level of security, allowing the owner user, and only the owning user, to control how their data and algorithms move in and out of the data repository, or are changed while in the data repository.

公开(公告)号：US10120734B1

公开(公告)日：2018-11-06

申请号：US15250187

申请日：2016-08-29

Applicant: Equinix, Inc.

Inventor： Vijaay Doraiswamy ,  Ramchandra Jayateerth Koty ,  Purvish Purohit ,  Mahendra Malviya ,  Mohit Mathur ,  Darel P. Lasrado ,  Manikandan Kaliyaperumal ,  Premkumar Soman

IPC: G06F9/54 ,  G06F21/44

Abstract: In some examples, an application programming interface (API) and services engine is configured to determine, in response to receiving a service request from an application, an application identifier for the service request based at least on an authorization token included in the service request, wherein the application identifier identifies an application that issued the service request; select, based at least on the application identifier, an application data store uniquely associated with the application that issued the service request; and process the service request using data stored by the selected application data store.

公开(公告)号：US12111947B2

公开(公告)日：2024-10-08

申请号：US18175090

申请日：2023-02-27

Applicant: Equinix, Inc.

Inventor： Guido Franciscus Wilhelmus Coenders ,  Kaladhar Voruganti ,  Vijaay Doraiswamy ,  Purvish Purohit ,  Mahendra Malviya

IPC: G06F21/62 ,  G06Q10/0631 ,  G06Q20/12 ,  G06Q30/0601 ,  H04L9/40 ,  H04L67/10 ,  H04L67/51

CPC classification number: G06F21/6218 ,  G06Q10/06315 ,  G06Q20/1235 ,  G06Q30/0609 ,  H04L63/0218 ,  H04L63/102 ,  H04L67/51 ,  H04L67/10

Abstract: In general, this disclosure describes a multi-zone secure AI exchange. The multi-zone secure AI exchange may be implemented in a multi-cloud, multi-data center environment, where each zone may be in a different cloud or data center. The multi-zone secure AI exchange may include a data repository, a data exchange, and shared services. The data repository may be configured to store algorithms and datasets, each having a respective owning user. The data exchange may receive datasets and algorithms from the data repository, and may perform the algorithms to produce output data. Each of the data repository, data exchange, and shared services may have a different level of security. The data repository may implement the highest level of security, allowing the owner user, and only the owning user, to control how their data and algorithms move in and out of the data repository, or are changed while in the data repository.

公开(公告)号：US20230222239A1

公开(公告)日：2023-07-13

申请号：US18175090

申请日：2023-02-27

Applicant: Equinix, Inc.

Inventor： Guido Franciscus Wilhelmus Coenders ,  Kaladhar Voruganti ,  Vijaay Doraiswamy ,  Purvish Purohit ,  Mahendra Malviya

IPC: G06F21/62 ,  H04L9/40 ,  G06Q20/12 ,  H04L67/51 ,  H04L67/10

CPC classification number: G06F21/6218 ,  G06Q30/0609 ,  G06Q10/06315 ,  H04L63/0218 ,  H04L63/102 ,  G06Q20/1235 ,  H04L67/51 ,  H04L67/10

Abstract: In general, this disclosure describes a multi-zone secure AI exchange. The multi-zone secure AI exchange may be implemented in a multi-cloud, multi-data center environment, where each zone may be in a different cloud or data center. The multi-zone secure AI exchange may include a data repository, a data exchange, and shared services. The data repository may be configured to store algorithms and datasets, each having a respective owning user. The data exchange may receive datasets and algorithms from the data repository, and may perform the algorithms to produce output data. Each of the data repository, data exchange, and shared services may have a different level of security. The data repository may implement the highest level of security, allowing the owner user, and only the owning user, to control how their data and algorithms move in and out of the data repository, or are changed while in the data repository.