Pith. sign in
Pith Number

pith:OWRFZFOB

pith:2023:OWRFZFOB3AALZNHNBL2JWWFMBM
not attested not anchored not stored refs pending

V2X-Boosted Federated Learning for Cooperative Intelligent Transportation Systems with Contextual Client Selection

Alois Knoll, Andreas Festag, Lingjuan Lyu, Rui Song, Wei Jiang

arxiv:2305.11654 v1 · 2023-05-19 · cs.LG

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\usepackage{pith}
\pithnumber{OWRFZFOB3AALZNHNBL2JWWFMBM}

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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 2026-07-05T06:11:49.716065Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

75a25c95c1d800bcb4ed0af49b58ac0b3d1731f6c8e1c2dc58726cbf298be712

Aliases

arxiv: 2305.11654 · arxiv_version: 2305.11654v1 · doi: 10.48550/arxiv.2305.11654 · pith_short_12: OWRFZFOB3AAL · pith_short_16: OWRFZFOB3AALZNHN · pith_short_8: OWRFZFOB
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/OWRFZFOB3AALZNHNBL2JWWFMBM \
  | 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: 75a25c95c1d800bcb4ed0af49b58ac0b3d1731f6c8e1c2dc58726cbf298be712
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "c66bcb4bd4496f93762ad27c21d9da9becdfaab8d189ee34e07ca16915a44dc1",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-19T13:09:33Z",
    "title_canon_sha256": "189079442bca59deaec957b92c078d4a006448b0b414bcfa9b077e6c6c405da1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.11654",
    "kind": "arxiv",
    "version": 1
  }
}