Name | Link | Demo | Deployment | Cloud supported | Feature definitions | Automated transforms | Sharing and discovery | Monitoring | Security | More info |
|---|---|---|---|---|---|---|---|---|---|---|
Tecton | Fully managed cloud service | AWS | Available | Available | Feature catalog Feature versioningdependency management | |||||
Feast | https://www.youtube.com/watch?v=vMreZGyYrh8&feature=emb_imp_woyt | Open-source | AWSGCPAzureOn-prem | Not available | Not available | Feature catalog Feature versioning | Not available | Data remains in end-user's cloud accountSSOData encryption at rest | ||
Hopsworks | Open-sourceFully managed cloud service | AWSAzureGCPOn-prem | Available | Available | Feature catalog Feature versioningdependency managementWeb UI | Available | Data remains in end-user's cloud accountSSOData encryption at restACL & RBAC | |||
Iguazio | Open-sourceFully managed cloud serviceSelf-managed commercial | AWSGCPAzureOn-prem | Available | Available | Feature catalog Feature versioningWeb UIdependency management | Available | Data remains in end-user's cloud accountACL & RBAC | |||
Kascada | N/A | |||||||||
Molecula | ||||||||||
RasgoML | Open-sourceFully managed cloud service | AWSGCPAzureOn-prem | Available | Not available | Feature catalog Feature versioningdependency managementWeb UI | Available | Data remains in end-user's cloud account | |||
Continual | ||||||||||
Scribble data | Self-managed commercialFully managed cloud service | AWSGCPOn-prem | Available | Available | Feature catalog Feature versioningdependency managementWeb UI | Available | Data remains in end-user's cloud accountACL & RBACSSOData encryption at rest | |||
Databricks | ||||||||||
AWS | Fully managed cloud service | |||||||||
Bytehub | Open-sourceFully managed cloud service |