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AI Infrastructure Landscape - AI Infrastructure Alliance

https://ai-infrastructure.org/ai-infrastructure-landscape/ • Oct 10, 2022 07:51

Extracto

The latest version of our AI Infrastructure landscape, released Sep 14, 2022, was totally redesigned for clarity and readability. Now you can easily see the categories and which platforms can handle various workflows and workloads in your evolving environment.  We also added some notable platforms that were missing from the original version of the landscape released in Dec 2021.  Lastly, there’s also a high quality PDF version that you can download, so you can zoom and take a better look.

Contenido

The latest version of our AI Infrastructure landscape, released Sep 14, 2022, was totally redesigned for clarity and readability. Now you can easily see the categories and which platforms can handle various workflows and workloads in your evolving environment.  We also added some notable platforms that were missing from the original version of the landscape released in Dec 2021.  Lastly, there’s also a high quality PDF version that you can download, so you can zoom and take a better look.

  • AIIA Member
  • Open Source Software
  • Full
  • Partially

IT Infrastructure

Data Labelling

Synthetic Data

Data Versioning & Management

Exploratory Data Analysis (EDA)

Feature Stores

Code Management

Model Development

Distributed Training

Hyperparameter Tuning

Experiment Tracking & Metadata Store

Model Repository

Model Inference

Model Deployment

Model Testing / Validation

Monitoring / Observability

Interpretation / Explainability

Team Management

Orchestration

Machine Learning Security

Dashboards

AutoML

IT Infrastructure

Solution Integrators

Community

Fuente: AI Infrastructure Alliance