Abstract: Provided are a method, device, and recording medium of early prediction of sepsis or septic shock through bio-data analysis on a computing device. In an embodiment, the method comprises training one or more time series deep learning models by: encoding sepsis or septic shock patient vital signs as time series-based bio-data to generate embedded time series patches; encoding associated patient medical histories utilizing a pre-trained language encoder to generate encoded patient medical history patches; combining the embedded time series patches and the patient medical history patches into an array; and randomly masking the embedded time series patches and asking the model to reconstructing the masked patches based at least in part on the associated patient medical histories; and utilizing the one or more trained time series deep learning models to predict sepsis or septic shock for a new patient.

Abstract: A service provider system may implement an enterprise catalog service that manages software products and portfolios of software products on behalf of service provider customer organizations. A graph processing service of the enterprise catalog service may create a graph representation of the enterprise catalog service data, including principals, product listings, portfolios, and constraints (and the relationships between them) that may be used to manage access control, launch contexts, and searches within the enterprise catalog service. A primary (key-value) store may maintain an adjacency list and a secondary index of de-normalized edges. A secondary (document) store may maintain the de-normalized edges. In response to various queries directed to the graph processing service, the service may query the adjacency list or the secondary index. For example, one query may return a list of products that an end user can access, and another may return a count of products within a portfolio.

Abstract: A service provider system may implement an enterprise catalog service that manages software products and portfolios of software products on behalf of service provider customer organizations. A graph processing service of the enterprise catalog service may create a graph representation of the enterprise catalog service data, including principals, product listings, portfolios, and constraints (and the relationships between them) that may be used to manage access control, launch contexts, and searches within the enterprise catalog service. A primary (key-value) store may maintain an adjacency list and a secondary index of de-normalized edges. A secondary (document) store may maintain the de-normalized edges. In response to various queries directed to the graph processing service, the service may query the adjacency list or the secondary index. For example, one query may return a list of products that an end user can access, and another may return a count of products within a portfolio.

Abstract: A service provider system may implement an enterprise catalog service that manages software products and portfolios of software products on behalf of service provider customer organizations. A graph processing service of the enterprise catalog service may create a graph representation of the enterprise catalog service data, including principals, product listings, portfolios, and constraints (and the relationships between them) that may be used to manage access control, launch contexts, and searches within the enterprise catalog service. A primary (key-value) store may maintain an adjacency list and a secondary index of de-normalized edges. A secondary (document) store may maintain the de-normalized edges. In response to various queries directed to the graph processing service, the service may query the adjacency list or the secondary index. For example, one query may return a list of products that an end user can access, and another may return a count of products within a portfolio.

Abstract: A service provider system may implement an enterprise catalog service that manages software products and portfolios of software products on behalf of service provider customer organizations. A graph processing service of the enterprise catalog service may create a graph representation of the enterprise catalog service data, including principals, product listings, portfolios, and constraints (and the relationships between them) that may be used to manage access control, launch contexts, and searches within the enterprise catalog service. A primary (key-value) store may maintain an adjacency list and a secondary index of de-normalized edges. A secondary (document) store may maintain the de-normalized edges. In response to various queries directed to the graph processing service, the service may query the adjacency list or the secondary index. For example, one query may return a list of products that an end user can access, and another may return a count of products within a portfolio.

Abstract: A service provider system may implement an enterprise catalog service that manages software products and portfolios of software products on behalf of service provider customer organizations. A graph processing service of the enterprise catalog service may create a graph representation of the enterprise catalog service data, including principals, product listings, portfolios, and constraints (and the relationships between them) that may be used to manage access control, launch contexts, and searches within the enterprise catalog service. A primary (key-value) store may maintain an adjacency list and a secondary index of de-normalized edges. A secondary (document) store may maintain the de-normalized edges. In response to various queries directed to the graph processing service, the service may query the adjacency list or the secondary index. For example, one query may return a list of products that an end user can access, and another may return a count of products within a portfolio.

Abstract: Technologies are described herein for scanning machine images using a scanning service to identify potential risks. The scanning service may be associated with a service provider network. A scan request is received at the scanning service that requests machine images to be scanned. One or more scans may be performed on each of the machine images. An execution environment may host a machine image during a scan of the machine image. Scan result data associated with the scans is stored. The scan result data may be used to provide scan results to the requestor.