Add Data Storage in Cloud Native AI whitepaper#2124
Open
xing-yang wants to merge 9 commits into
Open
Conversation
github-actions
Bot
added
needs-triage
github-actions
Bot
added
the
needs-group
xing-yang
changed the title
alexagriffith
force-pushed
the
ai_storage
branch
from
74fc3c1 to
db686a7
Compare
xing-yang
force-pushed
the
ai_storage
branch
2 times, most recently
from
866338c to
80c854a
Compare
GenPage
added
kind/initiative
Contributor
There was a problem hiding this comment.
Pull request overview
Adds a new “Data on Kubernetes - Data Analytics and AI/ML Workloads” document set under the Infrastructure tag, introducing topic pages that describe storage patterns and related infrastructure considerations across the AI lifecycle.
Changes:
- Added a top-level overview page that frames the whitepaper section and links to topic pages.
- Added topic pages covering storage patterns for training, inference, and AI agents.
- Added topic pages describing related data infrastructure areas (pipelines, databases, caching/locality, storage types, network management, data mesh/fabric, and HW/SW co-design).
Reviewed changes
Copilot reviewed 12 out of 12 changed files in this pull request and generated 17 comments.
Show a summary per file
| File | Description |
|---|---|
| tags/tag-infrastructure/data-storage-in-cloud-native-ai/overview.md | Introduces the section overview and links out to topic pages. |
| tags/tag-infrastructure/data-storage-in-cloud-native-ai/topics/training.md | Describes training storage usage patterns and references. |
| tags/tag-infrastructure/data-storage-in-cloud-native-ai/topics/inference.md | Describes inference storage usage patterns and references. |
| tags/tag-infrastructure/data-storage-in-cloud-native-ai/topics/ai-agent.md | Describes AI agent workflow storage patterns. |
| tags/tag-infrastructure/data-storage-in-cloud-native-ai/topics/block-file-object.md | Summarizes block/file/object storage and FUSE CSI drivers. |
| tags/tag-infrastructure/data-storage-in-cloud-native-ai/topics/data-cache-locality.md | Discusses caching and data locality strategies for AI/data workloads. |
| tags/tag-infrastructure/data-storage-in-cloud-native-ai/topics/data-lake-houses.md | Summarizes warehouses, lakes, and lakehouses. |
| tags/tag-infrastructure/data-storage-in-cloud-native-ai/topics/data-mesh-and-fabric.md | Introduces data mesh and data fabric concepts and references. |
| tags/tag-infrastructure/data-storage-in-cloud-native-ai/topics/data-pipelines.md | Introduces modern data pipeline patterns and example infrastructure. |
| tags/tag-infrastructure/data-storage-in-cloud-native-ai/topics/databases.md | Summarizes analytic, federated, and vector database categories. |
| tags/tag-infrastructure/data-storage-in-cloud-native-ai/topics/network-management.md | Highlights networking considerations for storage and caches in Kubernetes. |
| tags/tag-infrastructure/data-storage-in-cloud-native-ai/topics/hardware-software-co-design.md | Discusses HW/SW co-design trends and a reference link. |
💡 Add Copilot custom instructions for smarter, more guided reviews. Learn how to get started.
angellk
requested changes
Jun 8, 2026
angellk
left a comment
angellk
left a comment
Contributor
There was a problem hiding this comment.
Hi @xing-yang -- Overall, looks fantastic. Please update the missing reference links and acronym first use spell out for DAG.
xing-yang
force-pushed
the
ai_storage
branch
3 times, most recently
from
6a9599d to
3d66390
Compare
Contributor
Author
|
Hi @angellk, thanks for reviewing! I've addressed your comments. |
angellk
requested changes
Jun 9, 2026
Signed-off-by: xing-yang <xingyang105@gmail.com>
Added comprehensive reference links to both inference.md and training.md files in the AI storage documentation. The references include relevant tools, frameworks, and platforms for model inference and training workflows in cloud-native environments. Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> Signed-off-by: alexagriffith <agriffith96@gmail.com> Signed-off-by: xing-yang <xingyang105@gmail.com>
Added comprehensive reference links to both inference.md and training.md files in the AI storage documentation. The references include relevant tools, frameworks, and platforms for model inference and training workflows in cloud-native environments. Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> Signed-off-by: alexagriffith <agriffith96@gmail.com> Signed-off-by: xing-yang <xingyang105@gmail.com>
Signed-off-by: xing-yang <xingyang105@gmail.com>
Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com> Signed-off-by: Karena Angell <kangell@redhat.com> Signed-off-by: xing-yang <xingyang105@gmail.com>
Signed-off-by: xing-yang <xingyang105@gmail.com>
Co-authored-by: Karena Angell <kangell@redhat.com> Signed-off-by: Xing Yang <xingyang105@gmail.com> Signed-off-by: xing-yang <xingyang105@gmail.com>
Signed-off-by: xing-yang <xingyang105@gmail.com>
angellk
approved these changes
Jun 9, 2026
angellk
left a comment
angellk
left a comment
Contributor
There was a problem hiding this comment.
minor additional nits that I missed. looks great @xing-yang !
Co-authored-by: Karena Angell <kangell@redhat.com> Signed-off-by: Xing Yang <xingyang105@gmail.com>
Contributor
Author
|
Thanks @angellk! |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
No description provided.