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kubeedge

15 indexed repositories · View on GitHub

kubeedge
Kubernetes Native Edge Computing Framework (project under CNCF)

Go · 7574 stars
sedna
AI tookit over KubeEdge

Go · 537 stars
edgemesh
Simplified network and services for edge applications

Go · 293 stars
examples
Examples for KubeEdge

Go · 269 stars
ianvs
Distributed Synergy AI Benchmarking

Python · 199 stars
community
KubeEdge community relevant content

Python · 81 stars
website
KubeEdge website and documentation repo:

MDX · 64 stars
mappers-go
KubeEdge Device Mappers written in go

Go · 52 stars
dashboard
Web UI for KubeEdge

TypeScript · 46 stars
beehive
Pluggable module(in-process microservice) and cross-module communication Framework

Go · 43 stars
keink
KubeEdge In Kind, easily spin up a KubeEdge cluster in just one machine.

Go · 14 stars
killercoda-scenarios
Katacoda Interactive Scenarios

12 stars
kuberobo
Empowering RoboDevOps through Edge-Cloud Synergy

8 stars
mapper-framework
Mapper Development Framework

Go · 6 stars
.project
Project metadata for KubeEdge - CNCF .project automation

0 stars

Beginner friendly Everything

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build_with_container.sh fails silently (no output) when /etc/group has no docker entry Open

kind/bug

kubeedge/kubeedge#7311 · 1 comment · 1 assignee · Opened Sep 18, 2026
[Bug] cityscapes/singletask_learning_bench/semantic-segmentation: stale paths, train_url/test_url mismatch, and no README Open

kind/bug

kubeedge/ianvs#1007 · 1 comment · 1 assignee · Opened Sep 16, 2026
dynamiccontroller exits or hangs when an edge watches a resource cloudcore can't watch Open

kind/bug

kubeedge/kubeedge#7303 · 1 comment · 1 assignee · Opened Sep 15, 2026
bug: disable Keink runner by default Open

kind/bug

kubeedge/dashboard#122 · 1 assignee · Opened Sep 14, 2026
[keadm ctl] keadm ctl get pod with -o json / -o yaml bypasses edge node filtering and outputs pods from all cluster nodes Open

kubeedge/kubeedge#7299 · 1 comment · 1 assignee · Opened Sep 13, 2026
[Core Code] : Improve the metrices and leaderboard Presentation. Open

kind/feature

kubeedge/ianvs#1006 · 1 comment · 1 assignee · Opened Sep 13, 2026
Cleanup: Fix spelling mistakes in code comments Open

Difficulty 1/5 Under an hour Newbie friendliness 78/100

kubeedge/kubeedge#7292 · Opened Sep 12, 2026
[Bug] robot-cityscapes-synthia/.../testenv.yaml uses train_url/test_url, not recognized by ianvs core dataset processor Open

kubeedge/ianvs#1002 · 1 comment · 1 assignee · Opened Sep 12, 2026
[Bug] robot-cityscapes-synthia: models/erfnet_RA_parallel.py imported by train.py does not exist anywhere in the repo Open

kubeedge/ianvs#1001 · 1 comment · 1 assignee · Opened Sep 12, 2026
taskmanager: NodeTaskExecutor panics with "negative WaitGroup counter" when a job is interrupted and re-created with the same name Open

kind/bug

kubeedge/kubeedge#7282 · 1 comment · 1 assignee · Opened Sep 2, 2026
ReplicasOverrider should support StatefulSet in EdgeApplication Open

kind/feature

kubeedge/kubeedge#7281 · 3 comments · 1 assignee · Opened Sep 2, 2026
Edge nodes oscillate between Ready and NotReady when using edgemesh list-watch in large-scale scenarios Open

kind/bug

kubeedge/kubeedge#7278 · 2 comments · 1 assignee · Opened Sep 1, 2026
Onboarding: complete KubeEdge .project setup Open

metadata onboarding

Difficulty 4/5 3-5 days Newbie friendliness 42/100

kubeedge/.project#1 · Opened Aug 31, 2026
[CI] Remove continue-on-error from example-lint workflow once examples reach baseline passing state Open

kind/bug

Difficulty 4/5 3-5 days Newbie friendliness 55/100

kubeedge/ianvs#995 · Opened Aug 29, 2026
[PHASE IV] Benchmark accuracy varies run to run: sampling is on by default and no seed is set Open

kind/bug

Difficulty 3/5 1-2 days Newbie friendliness 68/100

kubeedge/ianvs#988 · Opened Aug 28, 2026
edgeapplication: non-deterministic environment variable ordering in replaceEnv triggers unnecessary pod restarts Open

kind/bug

Difficulty 2/5 1-3 hours Newbie friendliness 84/100

kubeedge/kubeedge#7275 · 1 comment · Opened Aug 27, 2026
Misplaced rank children are dropped by BenchmarkingJob._parse_config, so PIPL's curated selected_dataitem never reaches the leaderboard Open

Difficulty 4/5 3-5 days Newbie friendliness 58/100

kubeedge/ianvs#938 · 1 comment · Opened Aug 26, 2026
Host resource checks read the host, not the container: a 1 CPU / 512 MB container passes the 4 core / 4 GB gate Open

Difficulty 4/5 3-5 days Newbie friendliness 30/100

kubeedge/ianvs#895 · Opened Aug 23, 2026
[PHASE IV] Benchmarks report emulated-bfloat16 numbers as real on pre-Ampere GPUs Open

kind/bug

Difficulty 5/5 Over a week Newbie friendliness 42/100

kubeedge/ianvs#888 · 4 comments · Opened Aug 23, 2026
Bug: cloudcore crashes (CrashLoopBackOff) due to nil pointer dereference in isExistModel when Device CR is missing deviceModelRef Open

kind/bug

kubeedge/kubeedge#7272 · 1 comment · 1 assignee · Opened Aug 23, 2026
[Bug] Unconditional train_url loading, unexpected predict kwargs, and silent ONNX partition failures in MultiedgeInference Open

kind/bug

kubeedge/ianvs#871 · 2 comments · 1 assignee · Opened Aug 23, 2026
REQUEST: New membership for KaiWei Chou Open

membership

Difficulty 1/5 Under an hour Newbie friendliness 45/100

kubeedge/community#259 · 2 comments · Opened Aug 22, 2026
[Example Audit] examples/PIPL is architecturally non-functional — 9 cascading failures including a non-existent paradigm and hardcoded fake metrics Open

kind/bug kind/documentation

Difficulty 5/5 Over a week Newbie friendliness 35/100

kubeedge/ianvs#859 · 2 comments · Opened Aug 22, 2026
[License Audit] membership-inference-attacks package in examples/PIPL not found on PyPI — undocumented dependency Open

kind/bug kind/documentation

Difficulty 3/5 1-2 days Newbie friendliness 65/100

kubeedge/ianvs#858 · 1 comment · Opened Aug 22, 2026
[License Audit] AGPL-3.0 dependencies in examples conflict with Apache-2.0 project license Open

kind/bug

Difficulty 4/5 3-5 days Newbie friendliness 48/100

kubeedge/ianvs#857 · Opened Aug 22, 2026
controllermanager manifests omit configured health probe port and readiness/liveness probes Open

kind/bug

kubeedge/kubeedge#7266 · 1 assignee · Opened Aug 22, 2026
cloud/test/integration: controllermanager envtest script is pinned to stale Kubernetes 1.29.0 and setup-envtest@latest Open

kind/bug

kubeedge/kubeedge#7265 · 1 comment · 1 assignee · Opened Aug 22, 2026
admissioncontroller: valid application/json; charset=utf-8 requests are silently dropped Open

kind/bug

kubeedge/kubeedge#7264 · 1 comment · 1 assignee · Opened Aug 22, 2026
tests/scripts/generate_mapper.sh: CRI-O mapper import tags a non-existent image name Open

kind/bug kind/failing-test

kubeedge/kubeedge#7262 · 1 comment · 1 assignee · Opened Aug 22, 2026
[Example Audit] examples/aoa/single_task_bench/TForest is permanently non-reproducible — recommend Quarantined classification Open

kind/bug kind/documentation

Difficulty 5/5 Over a week Newbie friendliness 35/100

kubeedge/ianvs#846 · 5 comments · Opened Aug 20, 2026
[Proposal] Phase IV: Add pytest suite and schema validation to core/ Open

kind/feature

Difficulty 5/5 Over a week Newbie friendliness 38/100

kubeedge/ianvs#845 · 2 comments · Opened Aug 20, 2026
[PHASE IV]: Mass Example Restoration, Matrix Population, and CI Scaling Open

kubeedge/ianvs#844 · 2 comments · 1 assignee · Opened Aug 20, 2026
[Bug] Evaluation TypeError, UnboundLocalError on hard example generation, and inference update failures in IncrementalLearning Open

kind/bug

kubeedge/ianvs#842 · 14 comments · 1 assignee · Opened Aug 20, 2026
Make LabelFieldSelector safe for JSON marshal and unmarshal Open

kind/feature

kubeedge/kubeedge#7258 · 5 comments · 1 assignee · Opened Aug 19, 2026
Fresh-install failure summary for cloud-edge-collaborative-inference-for-llm: both documented install routes fail Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

kubeedge/ianvs#840 · 9 comments · Opened Aug 19, 2026
[Phase IV] Add contract tests for the example validator and CI decision policy Open

kubeedge/ianvs#838 · 2 comments · 1 assignee · Opened Aug 18, 2026
[Phase IV] Base and pull request validation use the pull request validator and inventory Open

kubeedge/ianvs#837 · 6 comments · 1 assignee · Opened Aug 18, 2026
[Phase IV] Dynamic validation reports skipped examples as passed and hides execution coverage Open

kubeedge/ianvs#836 · 6 comments · 2 assignees · Opened Aug 18, 2026
[Bug] TAB regex_pseudonymization applies re.IGNORECASE to case-sensitive PII patterns, masking ordinary prose and inflating privacy metrics Open

kind/bug

Difficulty 2/5 1-3 hours Newbie friendliness 58/100

kubeedge/ianvs#833 · 1 comment · Opened Aug 18, 2026
[Bug] Unsupported save_mode silently skips all leaderboard persistence, and the save_mode type check tests for list instead of str Open

kind/bug

kubeedge/ianvs#828 · 6 comments · 1 assignee · Opened Aug 18, 2026
Yaoba Example Restoration: Paradigm Dispatch and Configuration Fixes Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

kubeedge/ianvs#823 · 2 comments · Opened Aug 17, 2026
[Bug] Lifelong learning: `splitting_method: "default"` produces `rounds` dataset splits but `run()` indexes `rounds + 1`, raising IndexError on the final round Open

kubeedge/ianvs#822 · 6 comments · 1 assignee · Opened Aug 17, 2026
Simulation Controller (core/testcasecontroller/simulation): 13 verified breakages in the 2022 implementation Open

kubeedge/ianvs#819 · 4 comments · 2 assignees · Opened Aug 17, 2026
[Bug] Invalid paths and typos in Cloud_Robotics Semantic_Segmentation benchmark configurations Open

kind/bug

Difficulty 2/5 1-3 hours Newbie friendliness 85/100

kubeedge/ianvs#816 · 4 comments · Opened Aug 16, 2026
Question about AI inference runtime in Sedna Worker images Open

kind/question

Difficulty 5/5 Over a week Newbie friendliness 25/100

kubeedge/sedna#493 · 7 comments · Opened Aug 16, 2026
Add pytest workflow to run unit tests in CI Open

kind/feature

Difficulty 2/5 1-3 hours Newbie friendliness 72/100

kubeedge/ianvs#814 · Opened Aug 16, 2026
Add foundational unit tests for Ianvs core utilities Open

kind/feature

Difficulty 4/5 3-5 days Newbie friendliness 38/100

kubeedge/ianvs#812 · Opened Aug 16, 2026
Federated learning silently aggregates with missing/failed clients on training failure Open

Difficulty 3/5 1-2 days Newbie friendliness 58/100

kubeedge/ianvs#809 · Opened Aug 15, 2026
[Bug] Fix sys.path cleanup during dynamic module loading Open

kind/bug

Difficulty 3/5 1-2 days Newbie friendliness 76/100

kubeedge/ianvs#805 · Opened Aug 15, 2026
[Bug] `DeviceModel` can be deleted while still referenced by `Device` instances, leading to orphaned Devices Open

kind/bug

kubeedge/kubeedge#7252 · 1 comment · 1 assignee · Opened Aug 15, 2026

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