[PRE REVIEW]: GraphLab.jl: A Julia Framework for Graph Partitioning

[editorialbot]

Submitting author: @lechekhabm (Malik Lechekhab)
Repository: https://github.com/lechekhabm/GraphLab.jl
Branch with paper.md (empty if default branch):
Version: v1.0.0
Editor: @fcdimitr
Reviewers: Pending
Managing EiC: Dimitris Floros

Status

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Author instructions

Thanks for submitting your paper to JCON @lechekhabm. Currently, there isn't a JCON editor assigned to your paper.

The AEiC suggestion for the handling editor is @fcdimitr.

@lechekhabm if you have any suggestions for potential reviewers then please mention them here in this thread (without tagging them with an @). You can search the list of people that have already agreed to review and may be suitable for this submission.

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Reference check summary (note 'MISSING' DOIs are suggestions that need verification):

✅ OK DOIs

- 10.1287/opre.38.5.911 is OK
- 10.1145/1081870.1081948 is OK
- 10.1109/TPAMI.2007.1115 is OK
- 10.1137/S1064827595287997 is OK
- 10.48550/arXiv.1210.0477 is OK
- 10.1109/HPEC62836.2024.10938528 is OK
- 10.1137/0710032 is OK
- 10.1137/S1064827594275339 is OK
- 10.1109/IPPS.1995.395965 is OK
- 10.1109/HPCC-CSS-ICESS.2015.192 is OK
- 10.1137/0710032 is OK
- 10.1007/978-1-4612-0075-8 is OK
- 10.1145/3571808 is OK
- 10.1002/nme.1620360503 is OK
- 10.1016/0956-0521(91)90014-V is OK
- 10.1002/9781118601181.ch1 is OK
- 10.1137/S1064827594275339 is OK
- 10.1209/0295-5075/103/28003 is OK
- 10.1145/2503210.2503293 is OK
- 10.1002/j.1538-7305.1970.tb01770.x is OK
- 10.1137/S1064827593255135 is OK
- 10.5281/zenodo.3746723 is OK
- 10.1007/s41109-019-0165-9 is OK
- 10.1145/2049662.2049663 is OK
- 10.21105/joss.01577 is OK
- 10.1109/HPEC.2019.8916505 is OK
- 10.21105/joss.03349 is OK
- 10.1109/TPDS.2017.2671868 is OK
- 10.1093/nar/gkx1313 is OK
- 10.1137/1.9780898719628 is OK
- 10.6028/jres.045.026 is OK
- 10.1109/TPAMI.2023.3263969 is OK

🟡 SKIP DOIs

- No DOI given, and none found for title: Graph Partitioning - A Survey
- No DOI given, and none found for title: Space-filling curves for partitioning adaptively r...
- No DOI given, and none found for title: Graph theory with applications
- No DOI given, and none found for title: GraphLab.jl: A Julia Framework for Graph Partition...
- No DOI given, and none found for title: JuliaGraphs/Graphs.jl: an optimized graphs package...
- No DOI given, and none found for title: Introduction to Algorithms, Third Edition
- No DOI given, and none found for title: Graph Theory With Applications

❌ MISSING DOIs

- 10.1137/141000671 may be a valid DOI for title: Julia: A fresh approach to numerical computing
- 10.1016/0956-0521(91)90014-v may be a valid DOI for title: Partitioning of Unstructured Problems for Parallel...
- 10.21136/cmj.1975.101357 may be a valid DOI for title: A Property of Eigenvectors of Nonnegative Symmetri...
- 10.1201/9781420035827-8 may be a valid DOI for title: Matrix computations

❌ INVALID DOIs

- 10.1007/978-3-319-49487-6\_4 URL is INVALID
- 10.1007/978-3-030-43736-7\_1 URL is INVALID

[editorialbot]

Repository Analysis Report

Code breakdown

github.com/AlDanial/cloc v 1.98  T=0.19 s (443.3 files/s, 86065.5 lines/s)
-------------------------------------------------------------------------------
Language                     files          blank        comment           code
-------------------------------------------------------------------------------
TOML                             7           1052              3           4713
TeX                             32            500            552           3616
Julia                           17            605           1011           1372
JavaScript                       4            161            200            987
Markdown                         6            150             18            598
HTML                             5             38              8            288
CSV                              1              0              0             78
YAML                             3             12              0             73
Ruby                             1              8              4             45
CSS                              6              1             13              6
JSON                             1              0              0              1
-------------------------------------------------------------------------------
SUM:                            83           2527           1809          11777
-------------------------------------------------------------------------------

Commit Count by Author

90	lmalik
    28	Aryan Eftekhari
    22	Malik Lechekhab
     3	DmsPas

Repository History

Repository age: First commit on December 17, 2024

Code distribution (top 3 48-hour windows):

Period	Insertions	% of Total	Signal	View Changes
Dec 15, 2024 - Dec 17, 2024	146059	80.5%	🔴	View diff
Nov 17, 2025 - Nov 19, 2025	17262	9.5%	🟢	View diff
Nov 01, 2025 - Nov 03, 2025	4549	2.5%	🟢	View diff

GitHub Activity Metrics

Unable to fetch GitHub activity data

[editorialbot]

Paper file info:

📄 Wordcount for paper.tex is 220

🔴 Failed to discover a Statement of need section in paper

[editorialbot]

License info:

✅ License found: BSD 2-Clause "Simplified" License (Valid open source OSI approved license)

[editorialbot]

👉📄 Download article proof 📄 View article proof on GitHub 📄 👈

[fcdimitr]

@editorialbot assign @fcdimitr as editor

[editorialbot]

Assigned! @fcdimitr is now the editor

[fcdimitr]

Hi @lechekhabm, and thank you for submitting your manuscript to the JuliaCon proceedings. I’ll be serving as the editor for this submission.

I will begin identifying reviewers for this prereview issue and will initiate the formal review process in a separate GitHub issue once everything is ready.
In the meantime, do you have any suggestions for potential reviewers? If so, please share a list of GitHub handles.

Also, I noticed a few missing or invalid DOIs. Could you please take a look at those? (There may be some false negatives.)

Thank you.