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Provide use case level authorization in addition to the existing user level authorization
The idea is a use case related authorization to provide a more fine granular means than the current user based authorization. What we are looking for is that for each user the Active Directory will maintain a list of use cases the users are allowe...
Model release management for batch and web-service scoring
In CP4D analytics project, there is no model release management framework like SPSS Collaboration and Deployment Services (CaDS).We need,1. LEARNING - Running batch script for model re-training at some intervals(weekly or monthly), and save new mo...
More information & transparency about deployment process of Shiny App needed - Watson Machine Learning
Currently when promoting a Shiny App from Watson Studio to Watson Machine Learning and deploying this Shiny App in Watson Machine Learning there is only little feedback over the progress of the deployment. This is making it difficult troubleshooti...
New feature needed to manage the request-limits of the RStudio pods.
CPDS 184.108.40.206 with CPD 3.5.2.:When RStudio pods reach their allocated RAM limit size, they sometimes just crash and terminate (without an error message to the user), sometimes the user gets an error message (and the pod continues to run and doesn't...
Administrators can limit resource usage on a per project or per user basis
In CP4D 2.5, any user can create data transfer projects and analytics projects, and there is no limitation about creating projects. In addition, there is no way to limit usage of resources per project or user. ("resource" means disk space, memory,...
JOIN keys in JOIN stage should be able to be used even if each fields/columns have different names in each.
When users use Join stage for TableA and TableB, if each join keys have different column name (for example, each join key’s column names are col1a in Table A and col1b in Table B), it goes to error.
Our customer strongly requests us to improve so...
Currently, WMLA has multiple ways to use and customers have a steep learning curve. WMLA REST API supports all the different CP4D versions and platforms. To reduce the learning curve and also reduce the workload to support different ways to use W...
Support of streaming/parsing/converting CLOB/BLOB type data structures in DV for larger data elements such as binary images that reside as objects on an S3
RequirementIntegrated GovernanceIn order to be able to use the CP4D Data Virtualization in combination with Watson Knowledge Catalog as a single, integrated governance layer over structured data (residing in Databases / Flat files) and unstructure...
WMLA EDT: Customization, Minimal Example & Documentation
Client asks how to use and customize the elastic distributed training (EDT) feature of WML-A. They explicitly complained about the lack of a detailed documentation (being aware of WMLA/Spectrum Conductor documentation in the knowledge center &...
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