IBM Data and AI Ideas Portal for Customers


Shape the future of IBM!

We invite you to shape the future of IBM, including product roadmaps, by submitting ideas that matter to you the most. Here's how it works:

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Post ideas and requests to enhance a product or service. Take a look at ideas others have posted and upvote them if they matter to you,

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The IBM team may need your help to refine the ideas so they may ask for more information or feedback. The product management team will then decide if they can begin working on your idea. If they can start during the next development cycle, they will put the idea on the priority list. Each team at IBM works on a different schedule, where some ideas can be implemented right away, others may be placed on a different schedule.

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Some ideas can be implemented at IBM, while others may not fit within the development plans for the product. In either case, the team will let you know as soon as possible. In some cases, we may be able to find alternatives for ideas which cannot be implemented in a reasonable time.

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Cloud Pak for Data

Showing 189

Support RBFOpt as one of the hyperparameter optimization algorithms in WMLA

Watson Studio supports RBFOpt off the shelf (see https://dataplatform.cloud.ibm.com/docs/content/wsj/analyze-data/ml_dlaas_hpo.html), but WMLA doesn't. The inconsistency between both platforms is surprising, and taking into consideration that RBFO...
over 1 year ago in Cloud Pak for Data / Watson Machine Learning Accelerator 0 Future consideration

Additional Implementations of Hyperparameter Optimization Algorithms

The current methods for hyperparameter optimization available in WMLA are limited. While the new BYOF framework allows end users to wrap implementations of additional methods, it would be desirable to have a few more ones supported by default:- A...
over 1 year ago in Cloud Pak for Data / Watson Machine Learning Accelerator 0 Future consideration

Make Bayesian Optimization parallelize more

Currently the implementation of Bayesian Optimization in WMLA is completely sequential. This renders it essentially useless for models with long training times. It would be ideal to parallelize it more. There are two angles to this: first, at it...
over 1 year ago in Cloud Pak for Data / Watson Machine Learning Accelerator 0 Future consideration

Include all metrics (not just the one being optimized) in the output of GET hypersearch

currently when one queries the results of a hyperparameter optimization round in Watson Machine Learning Accelerator, e.g. withhttps://<>:9243/platform/rest/deeplearning/v1/hypersearch/username-hpo-860740667802465... only the metric being op...
over 1 year ago in Cloud Pak for Data / Watson Machine Learning Accelerator 0 Future consideration

Support deploying R models as a web service

Big companies that started earlier with ML, started with R, as it was not until 2017 that python surpassed R as the preferred language for ML. Still many companies have models running in batch on Spark clusters and those models are implemented in ...
over 1 year ago in Cloud Pak for Data / Watson Studio 2 Planned for future release

It should be chooseable OUTER of INNER JOIN in DV.

In DataVirtualization, we can create join view. But we can create only inner join view by using GUI. We know we can create outer join view by using SQL editor. But it is not acceptable from our customer.
over 1 year ago in Cloud Pak for Data / Data Virtualization 1 Planned for future release

Enable Cp4d to run on AWS kubernetes

We are WEX users and now exploring CP4D. As we have very big environment, currently WEX manages all WEX components. Deploying CP4d adds another Openshift in addition RHEL. So the team has to support Cp4d, Openshift, RHEL and al add-ons. We are pl...
over 1 year ago in Cloud Pak for Data / Cloud Pak for Data On Premises Software 1 Not under consideration

No logging available for troublehsooting

With lot of excitements, we deployed CP4D on Openshift on-premise. Unfortunately we are uncovering issues one by one. One of key issue is troubleshooting. Example when discovery crawl shows no document, there is no information about why no documen...
over 1 year ago in Cloud Pak for Data / Cloud Pak for Data On Premises Software 0 Planned for future release

Change Services Name to MarketPlace and Location to under Resources

The little button that if you put your cursor onver it says Services is not prominent enough on the real estate. It needs to be moved most likely to Resources top of list - and call it MarketPlace - We continue have move and more partner add ones...
over 1 year ago in Cloud Pak for Data / Cloud Pak for Data On Premises Software 1 Planned for future release

Being able to label/tag data source connection

With a large number of data sources (connections) currently residing in the enterprise it is desirable to tag the data sources with multiple identifiers. For example, Application unique Id, Application Name, etc. This is not possible today to ide...
over 1 year ago in Cloud Pak for Data / Cloud Pak for Data On Premises Software 1 Delivered