Diana Cucereavii

Jan 29

OAuth 2.0 Client Credential Flow with Certificate-based Authentication on Microsoft Identity Platform

The Microsoft identity platform allows an application to use its own credentials for authentication anywhere a client secret could be used, for example, in the OAuth 2.0 client credentials grant flow. Assuming we have an application, which needs to authenticate against Azure Active Directory (Azure AD) to obtain an access…

Oauth 2

10 min read

Jan 4, 2021

Cost-effective Machine Learning Model Hosting using Amazon API Gateway, Lambda and Docker image

Many Machine Learning engineers want to deploy machine learning models for real-time inference, and pay only for what they use. Using Amazon EC2 instances, Fargate containers or SageMaker Inference for real-time inference may not be cost effective to support sporadic inference requests throughout the day. At re:Invent 2020, AWS announced…

6 min read

Cost-effective Machine Learning Model Hosting using Amazon API Gateway, Lambda and Docker image