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add: Heterogeneous Multi-Edge Collaborative Neural Network Inference for High Mobility Scenarios: Base on KubeEdge-Ianvs proposal #115

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add: Heterogeneous Multi-Edge Collaborative Neural Network Inference for High Mobility Scenarios: Base on KubeEdge-Ianvs proposal #115

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@wyoung1 wyoung1 commented Jul 13, 2024

Heterogeneous Multi-Edge Collaborative Neural Network Inference for High Mobility Scenarios: Base on KubeEdge-Ianvs proposal

What type of PR is this?
/kind design

What this PR does / why we need it:
The PR is a proposal to Enhance the capabilities of existing multi-edge inference paradigm by providing automatic partitioning and scheduling functions, and create a new benchmarking job tailored for high-mobility scenarios.
Which issue(s) this PR fixes:
#100

Fixes #

kevin-wangzefeng and others added 30 commits July 12, 2022 11:05
@kevin-wangzefeng
Initial commit
00f9081
@kevin-wangzefeng
initialize Readme
7bf0cef
@jaypume
add the ability to parse config file
0d6a911 
Signed-off-by: JimmyYang20 <[email protected]>
@jaypume
support local benchmarking
8ff8ab1 
Signed-off-by: JimmyYang20 <[email protected]>
@jaypume
update github workflow and core and examples
3ffb493 
Signed-off-by: JimmyYang20 <[email protected]>
@jaypume
optimize code to reduce the delay
ac1d976 
Signed-off-by: JimmyYang20 <[email protected]>
@jaypume
add hard example mining algorithm test
336fd19 
Signed-off-by: JimmyYang20 <[email protected]>
@jaypume
Add new metric: data transfer count ratio
d3d91aa 
Signed-off-by: JimmyYang20 <[email protected]>
@jaypume
Add main command-line: -v
94e5b12 
Signed-off-by: JimmyYang20 <[email protected]>
@jaypume
Optimize the code based on pylint detection
df4240b 
1. add code comment.
2. clean code

Signed-off-by: JimmyYang20 <[email protected]>
@kevin-wangzefeng
Merge pull request kubeedge#1 from JimmyYang20/ianvs-pr-by-yangjin-01
07959c3
@jaypume
Supplementary comments for closing the global warning log
9399e0a 
Signed-off-by: JimmyYang20 <[email protected]>
@jaypume
Convert kind to type
d1a0c53 
Signed-off-by: JimmyYang20 <[email protected]>
@jaypume
Fix system metric name and it's func mapping
4bdbb48 
Signed-off-by: JimmyYang20 <[email protected]>
@jaypume
Add the field test_object in benchmarkingjob
4ff728b 
Signed-off-by: JimmyYang20 <[email protected]>
@jaypume
Add comments to emphasize that ianvs is only the test platform
83fc35c 
Signed-off-by: JimmyYang20 <[email protected]>
@jaypume
Modify third_party's address
b78f10b 
Signed-off-by: JimmyYang20 <[email protected]>
@jaypume
optimize code of fpn and metric func f1_score
e8fc31d 
Signed-off-by: JimmyYang20 <[email protected]>
@jaypume
Merge pull request kubeedge#2 from jaypume/examples
12d35f6 
Add Ianvs examples and comments.
@MooreZheng @jaypume
proposal of ianvs
a6fb92f 
Signed-off-by: Zimu Zheng <[email protected]>
@MooreZheng @jaypume
images for ianvs proposal
d3012d8 
Signed-off-by: Zimu Zheng <[email protected]>
@MooreZheng @jaypume
Update ianvs.md
d4d798b 
Signed-off-by: Zimu Zheng <[email protected]>

update goals
Update ianvs.md
update sections
polish intro
@MooreZheng @jaypume
Rename ianvs.md to Distributed Synergy AI Benchmarking.md
8a37ce9 
Signed-off-by: Zimu Zheng <[email protected]>
@MooreZheng @jaypume
Update Distributed Synergy AI Benchmarking.md
47b3c11 
Signed-off-by: Zimu Zheng <[email protected]>

Update Distributed Synergy AI Benchmarking.md

Signed-off-by: Zimu Zheng <[email protected]>
@MooreZheng @jaypume
Add events not included in ianvs
96ac004 
Signed-off-by: Zimu Zheng <[email protected]>
@MooreZheng @jaypume
Polish steps and components of ianvs
b20a75b 
Signed-off-by: Zimu Zheng <[email protected]>
@MooreZheng @jaypume
Modify as adviced on KubeEdge routine meeting
131927c 
Signed-off-by: Zimu Zheng <[email protected]>
@MooreZheng @jaypume
Add roadmap and adjust design details
c9deb76 
Signed-off-by: Zimu Zheng <[email protected]>
@MooreZheng @jaypume
Update Distributed Synergy AI Benchmarking.md
6077712 
Signed-off-by: Zimu Zheng <[email protected]>
@MooreZheng @jaypume
Modify first step and the module naming
f823c2f 
Signed-off-by: Zimu Zheng <[email protected]>
@wyoung1 wyoung1 deleted the main branch August 29, 2024 10:51
@wyoung1 wyoung1 restored the main branch August 29, 2024 10:53
@wyoung1 wyoung1 reopened this Aug 29, 2024
@wyoung1 wyoung1 deleted the branch kubeedge:main August 29, 2024 10:55
@wyoung1 wyoung1 closed this Aug 29, 2024
@wyoung1 wyoung1 deleted the main branch August 29, 2024 10:55
@wyoung1 wyoung1 restored the main branch August 29, 2024 10:57
@wyoung1 wyoung1 reopened this Aug 29, 2024
@wyoung1 wyoung1 requested a review from MooreZheng August 29, 2024 11:08
@MooreZheng MooreZheng added kind/design Categorizes issue or PR as related to design. and removed proposal PR labels Aug 29, 2024
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MooreZheng requested changes Sep 20, 2024
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Since this PR is a proposal, the code implementation in the PR should be removed. That is, the base.py

@wyoung1 wyoung1 requested a review from MooreZheng September 20, 2024 16:15
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/lgtm

@kubeedge-bot kubeedge-bot added the lgtm Indicates that a PR is ready to be merged. label Sep 26, 2024
hsj576 and others added 7 commits September 27, 2024 23:07
@hsj576 @wyoung1
fix the Cl issue
fdf7876 
Signed-off-by: hsj576 <[email protected]>
@hsj576 @wyoung1
fix the pylint issue
6975629 
Signed-off-by: hsj576 <[email protected]>
@hsj576 @wyoung1
fix the pylint issue
a8354b2 
Signed-off-by: hsj576 <[email protected]>
@Shelley-BaoYue @wyoung1
update CoC
558e121 
Signed-off-by: Shelley-BaoYue <[email protected]>
@Shelley-BaoYue @wyoung1
add docs CI
9c307a9 
Signed-off-by: Shelley-BaoYue <[email protected]>
@wbc6080 @wyoung1
fix slack url
36a5c55 
Signed-off-by: wbc6080 <[email protected]>
@wyoung1
add new proposal of Heterogeneous Multi-Edge Collaborative Neural Net…
96592d3 
…work Inference for High Mobility Scenarios

Signed-off-by: wyoung1 <[email protected]>

add a proposal of Heterogeneous Multi-Edge Collaborative Neural Network Inference for High Mobility Scenarios

Signed-off-by: wyoung1 <[email protected]>

modify the proposal of multi-edge inference for high mobility scenarios

Signed-off-by: wyoung1 <[email protected]>

modify statement of proposal

Signed-off-by: wyoung1 <[email protected]>

update framework image in proposal

Signed-off-by: wyoung1 <[email protected]>

update proposal

Signed-off-by: wyoung1 <[email protected]>
@wyoung1 wyoung1 closed this Sep 27, 2024
@kubeedge-bot kubeedge-bot removed the lgtm Indicates that a PR is ready to be merged. label Sep 27, 2024
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New changes are detected. LGTM label has been removed.

@MooreZheng MooreZheng mentioned this pull request Oct 24, 2024
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