Pith Number

pith:NNK2TE75

pith:2024:NNK2TE75FYMYZPQHIGNAAFM3CW

not attested not anchored not stored refs pending

Federated Learning and Evolutionary Game Model for Fog Federation Formation

Ahmad Hammoud, Azzam Mourad, Hadi Otrok, Mohsen Guizani, Zbigniew Dziong, Zyad Yasser

arxiv:2405.17437 v1 · 2024-05-02 · cs.NI · cs.DC

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NNK2TE75FYMYZPQHIGNAAFM3CW}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-07-05T08:24:07.519495Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6b55a993fd2e198cbe07419a00159b1587396ace42b70c41e80db970de623e03

Aliases

arxiv: 2405.17437 · arxiv_version: 2405.17437v1 · doi: 10.48550/arxiv.2405.17437 · pith_short_12: NNK2TE75FYMY · pith_short_16: NNK2TE75FYMYZPQH · pith_short_8: NNK2TE75

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/NNK2TE75FYMYZPQHIGNAAFM3CW \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 6b55a993fd2e198cbe07419a00159b1587396ace42b70c41e80db970de623e03

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5f18053e4af29aa3521a9af7bb933356941bf31d93bfd53061d1584965997a04",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2024-05-02T05:58:47Z",
    "title_canon_sha256": "e8fb02d3b52e242959e300ce11cb4fda1c549be1640fe730510e0da601d1049a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.17437",
    "kind": "arxiv",
    "version": 1
  }
}