lablup/backend.ai

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Backend.AI is a streamlined, container-based computing cluster platform that hosts popular computing/ML frameworks and diverse programming languages, with pluggable heterogeneous accelerator support including CUDA GPU, ROCm GPU, Gaudi NPU, Google TPU, GraphCore IPU and other NPUs.

Stars: 670
Forks: 183
Open beginner issues: 0
Indexed issues: 1.6k
Avg merge: 14h 15m
Merged PRs (30d): 335

Dominant language: Python
License: LGPL-3.0
Last GitHub push: Sep 15, 2026
Latest indexed: Sep 15, 2026
Contributing guide: Contributing guide
Code of conduct: No code of conduct
Beginner labels: No beginner labels indexed

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1553 open issues indexed

Implement network access restriction in sorna-jail Open

lablup/backend.ai#4 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Automatic instance recycling Open

lablup/backend.ai#107 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Re-establish DB connection pool when DB failover happens Open

lablup/backend.ai#141 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
Self auto-upgrade when there is no kernels Open

lablup/backend.ai#136 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Experiment-based configuration and result tracker Open

lablup/backend.ai#12 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Additional agent status: UNHEALTHY, UPDATING Open

lablup/backend.ai#142 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Accuracy badge for public ML models Open

lablup/backend.ai#13 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Extend plug-in architecture Open

lablup/backend.ai#143 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Shell Auto-completion Support Open

lablup/backend.ai#92 · 5 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
User activity logs Open

lablup/backend.ai#148 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Optional support for GPU sharing with CUDA MPS Open

lablup/backend.ai#133 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Public shared virtual folder Open

lablup/backend.ai#149 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
Kernel get-or-create error when agent is temporarily lost Open

lablup/backend.ai#151 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Add more integration tests Open

lablup/backend.ai#144 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
Document image metadata and etcd data structures Open

lablup/backend.ai#153 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Our own PyPI repository to host Backend.AI-optimized Python packages Open

lablup/backend.ai#160 · 1 comment · 0 reactions · 2 assignees · Indexed Sep 15, 2026
Update monitoring Open

lablup/backend.ai#36 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Population and removal of images in agents Open

lablup/backend.ai#39 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
Task Graph API Open

lablup/backend.ai#43 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Consider the size of tmpfs when creating containers Open

lablup/backend.ai#140 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Consider scratch disk sizes in the scheduler Open

lablup/backend.ai#49 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Workarounds for un-containerized resource limits visible in containers Open

lablup/backend.ai#53 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Automatic reconfiguration via etcd watchers Open

lablup/backend.ai#58 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Selective update and deletion of images during image-rescan Open

lablup/backend.ai#67 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Automatic and periodic scrutinization for resource consistency Open

lablup/backend.ai#76 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Integrated tests for kernels Open

lablup/backend.ai#81 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
Agent registration via public networks Open

lablup/backend.ai#90 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Masking specific cores from specific agent Open

comp:agent

lablup/backend.ai#94 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Explicitly visible absolute resource amounts for fractionally scaled resources Open

lablup/backend.ai#97 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Per-user dotfiles Open

lablup/backend.ai#98 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Webhook support for monitoring alarms Open

lablup/backend.ai#104 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Introduce deep-learning test automation procedure to create a stable environment Open

lablup/backend.ai#112 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
DGX plugin Open

lablup/backend.ai#113 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Post-install script for easier setup & upgrades Open

lablup/backend.ai#116 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Input validation for config set APIs Open

lablup/backend.ai#152 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Add a small fancy motd for shells Open

lablup/backend.ai#162 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Support easier text copy from tmux terminal Open

area:ux comp:agent

lablup/backend.ai#172 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Analyze and replace potential hot execution paths with Callosum Open

lablup/backend.ai#184 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Split out intrinsic container apps as container volume provider plugins Open

lablup/backend.ai#188 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Progress report for pulling images and session creation Open

lablup/backend.ai#227 · 2 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
Service-definition DSL update for custom arguments from user-defined env-vars Open

lablup/backend.ai#229 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Improve CLI scriptability Open

lablup/backend.ai#240 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Resource slot metadata Open

lablup/backend.ai#241 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Personalized configurations including image aliases Open

lablup/backend.ai#242 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Make the service definition argument list to be more flexible Open

lablup/backend.ai#246 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Add API and command to get available resources for a user Open

lablup/backend.ai#249 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Add systemd notify helper module to common Open

lablup/backend.ai#254 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Add `backend.ai exec` command to execute a shell command in a running session Open

lablup/backend.ai#283 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Let's show an error message when rescanning the information of images failed for some reason. Open

lablup/backend.ai#284 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Let's provide "most frequently created" sessions option according to the user's pattern Open

lablup/backend.ai#285 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026

lablup/backend.ai

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