1. [Home](https://www.g2.com/) 2. ... 3. [AWS Marketplace Software](https://www.g2.com/categories/aws-marketplace) 4. [InfinStor Starter, with Mlflow Discussions](https://www.g2.com/products/infinstor-starter-with-mlflow/discuss) [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_797cdbe4cd77a63f6574b969e03a360f/infinstor-starter-with-mlflow.jpg "Product Avatar Image") ](/products/infinstor-starter-with-mlflow/reviews) [ InfinStor Starter, with Mlflow ](/products/infinstor-starter-with-mlflow/reviews) 0 ratings InfinStor Starter with MLflow is a cloud-native, serverless implementation of the MLflow platform, designed to streamline the management of machine learning lifecycles. Hosted on AWS, it offers a scalable and cost-effective solution for tracking experiments, packaging code into reproducible runs, and managing models. By leveraging AWS services like Lambda and DynamoDB, InfinStor Starter eliminates the need for always-on servers, ensuring efficient resource utilization. Key Features and Functionality: - MLflow Components Integration: Provides ready-to-use MLflow Tracking, Projects, Models, and Model Registry without any setup. - Serverless Architecture: Utilizes AWS Lambda for processing and DynamoDB for storage, offering a scalable solution that adjusts to varying workloads without manual intervention. - Secure Authentication: Employs AWS Cognito for user authentication, supporting integration with existing OAuth2 services or corporate Active Directory for flexible user management. - Cloud Execution of MLflow Projects: Enables running MLflow projects on-demand in a single EC2 instance, with automatic shutdown after periods of inactivity to optimize costs. - Model Registry Support: Includes a full implementation of the MLflow Model Registry, facilitating model versioning and artifact management using cloud object storage. Primary Value and User Solutions: InfinStor Starter addresses the challenges of setting up and managing MLflow infrastructure by offering a fully managed, serverless solution. It allows data scientists and ML engineers to focus on developing and deploying models without the overhead of infrastructure management. The service's scalability ensures it can handle workloads ranging from individual users to large teams, making it suitable for enterprises of all sizes. By integrating seamlessly with AWS services, it provides a secure and efficient environment for ML operations, reducing both operational complexity and costs. Show More When users leave InfinStor Starter, with Mlflow reviews, G2 also collects common questions about the day-to-day use of InfinStor Starter, with Mlflow. These questions are then answered by our community of 850k professionals. Submit your question below and join in on the G2 Discussion. * * * ### 0.0 Nps Score ### All InfinStor Starter, with Mlflow Discussions Search Most CommentedMost HelpfulPinned by G2Newest All DiscussionsDiscussions with CommentsPinned by G2Discussions without Comments FilterFilter Filter byExpand/Collapse Sort by Most Commented Most Helpful Pinned by G2 Newest Filter by All Discussions Discussions with Comments Pinned by G2 Discussions without Comments Sorry... There are no questions about InfinStor Starter, with Mlflow yet. ## Start a New Software Discussion Have a software question? Get answers from real users and experts [Start A Discussion](/products/infinstor-starter-with-mlflow/discussions/new) * * * ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_797cdbe4cd77a63f6574b969e03a360f/infinstor-starter-with-mlflow.jpg "Product Avatar Image") ### Have you used InfinStor Starter, with Mlflow before? Answer a few questions to help the InfinStor Starter, with Mlflow community [ Yes ](javascript:void(0))[ Yes ](https://www.g2.com/authorize?form=signup&return_to=https%3A%2F%2Fwww.g2.com%2Fproducts%2Finfinstor-starter-with-mlflow%2Fdiscuss%3Fsmall_ask%3Dinfinstor-starter-with-mlflow) No