公开(公告)号：US11843664B1

公开(公告)日：2023-12-12

申请号：US17390944

申请日：2021-07-31

Applicant: Humana Inc.

Inventor： Tian Lai ,  Yuan Yao ,  Bing Zhang

IPC: H04L67/1097 ,  H04L9/40 ,  G06F9/38

CPC classification number: H04L67/1097 ,  G06F9/3867 ,  H04L63/104

Abstract: A system performs continuous delivery of a data pipeline on a cloud platform. The system receives a specification of the data pipeline comprising data pipeline units. The system generates a deployment package for each data pipeline unit for a cloud platform. The system provisions computing infrastructure on the cloud platform according to the system configuration of the data pipeline unit. The data pipeline may be implemented as a data mesh. The data pipeline generates one or more data models. The system receives a schema representing a modification in a data model based on a change in the requirements of a consumer system. The system determines the changes to the data pipeline based on the received schema and reconfigures the data pipeline to generate the modified data model. The system manages access control of data to minimize the exposure to data in case of accidental or malicious data breach.

公开(公告)号：US11698915B1

公开(公告)日：2023-07-11

申请号：US17364368

申请日：2021-06-30

Applicant: Humana Inc.

Inventor： Yuan Yao ,  Andrew McPherron ,  Tom Ho ,  Bing Zhang

IPC: G06F16/25 ,  G06F16/2457 ,  G06N7/00 ,  G06N7/01

CPC classification number: G06F16/254 ,  G06F16/2457 ,  G06N7/01

Abstract: A system performs continuous delivery of a data pipeline on a cloud platform. The system receives a specification of the data pipeline that is split into smaller specifications of data pipeline units. The system identifies a target cloud platform and generates a deployment package for each data pipeline unit for the target cloud platform. The system creates a connection with the target cloud platform and uses the connection to provision computing infrastructure on the target cloud platform for the data pipeline unit according to the system configuration of the data pipeline unit. The data pipeline may be implemented as a data mesh that is a directed acyclic graph of nodes, each node representing a data pipeline unit. Different portions of the data mesh may be modified independent of each other. Partial results stored in different portions of the data mesh may be recomputed starting from different points in time.

公开(公告)号：US12254022B1

公开(公告)日：2025-03-18

申请号：US17363453

申请日：2021-06-30

Applicant: Humana Inc.

Inventor： Yuan Yao ,  Andrew McPherron ,  Tom Ho ,  Bing Zhang

IPC: G06F16/25 ,  G06F16/28 ,  G06N7/00

Abstract: A system performs continuous delivery of a data pipeline on a cloud platform. The system receives a specification of the data pipeline that is split into smaller specifications of data pipeline units. The system identifies a target cloud platform and generates a deployment package for each data pipeline unit for the target cloud platform. The system creates a connection with the target cloud platform and uses the connection to provision computing infrastructure on the target cloud platform for the data pipeline unit according to the system configuration of the data pipeline unit. The data pipeline may be implemented as a data mesh that is a directed acyclic graph of nodes, each node representing a data pipeline unit. Different portions of the data mesh may be modified independent of each other. Partial results stored in different portions of the data mesh may be recomputed starting from different points in time.

公开(公告)号：US12135732B1

公开(公告)日：2024-11-05

申请号：US18201232

申请日：2023-05-24

Applicant: Humana Inc.

Inventor： Yuan Yao ,  Andrew McPherron ,  Tom Ho ,  Bing Zhang

IPC: G06F16/25 ,  G06F16/2457 ,  G06N7/01

Abstract: A system performs delivery of a data pipeline on a cloud platform. The system receives a specification of the data pipeline that is split into smaller specifications of data pipeline units. The system identifies a target cloud platform and generates a deployment package for each data pipeline unit for the target cloud platform. The system creates a connection with the target cloud platform and uses the connection to provision computing infrastructure on the target cloud platform for the data pipeline unit according to the system configuration of the data pipeline unit. The data pipeline may be implemented as a data mesh that is a directed acyclic graph of nodes, each node representing a data pipeline unit. Different portions of the data mesh may be modified independent of each other. Partial results stored in different portions of the data mesh may be recomputed starting from different points in time.

公开(公告)号：US11343142B1

公开(公告)日：2022-05-24

申请号：US17402379

申请日：2021-08-13

Applicant: Humana Inc.

Inventor： Huaxia Wang ,  Padma Sriram ,  Yuan Yao ,  Bing Zhang

IPC: G06F15/173 ,  H04L41/0813 ,  G06F9/38

Abstract: A system performs continuous delivery of a data pipeline on a cloud platform. The system receives a specification of the data pipeline comprising data pipeline units. The system generates a deployment package for each data pipeline unit for a cloud platform. The system provisions computing infrastructure on the cloud platform according to the system configuration of the data pipeline unit. The data pipeline may be implemented as a data mesh. The data pipeline generates one or more data models. The system receives a schema representing a modification in a data model based on a change in the requirements of a consumer system. The system determines the changes to the data pipeline based on the received schema and reconfigures the data pipeline to generate the modified data model. The system manages access control of data to minimize the exposure to data in case of accidental or malicious data breach.