Pith. sign in
Pith Number

pith:LZ4RIJFA

pith:2025:LZ4RIJFAJXPJTTBHRYT6ZTFFUV
not attested not anchored not stored refs pending

Resource Allocation Driven by Large Models in Future Semantic-Aware Networks

Haijun Zhang, Jiaxin Ni, V. C. M. Leung, Xiangnan Liu, Zijun Wu

arxiv:2501.14832 v1 · 2025-01-23 · cs.DC · cs.NI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{LZ4RIJFAJXPJTTBHRYT6ZTFFUV}

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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 2026-07-05T10:05:49.115309Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

5e791424a04dde99cc278e27eccca5a574998dbcfe982b50f2812e2f75a3f7a2

Aliases

arxiv: 2501.14832 · arxiv_version: 2501.14832v1 · doi: 10.48550/arxiv.2501.14832 · pith_short_12: LZ4RIJFAJXPJ · pith_short_16: LZ4RIJFAJXPJTTBH · pith_short_8: LZ4RIJFA
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/LZ4RIJFAJXPJTTBHRYT6ZTFFUV \
  | 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: 5e791424a04dde99cc278e27eccca5a574998dbcfe982b50f2812e2f75a3f7a2
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "831a44458e03a18ba15143987c011b6135871428760bdef783fdadc877aa9c76",
    "cross_cats_sorted": [
      "cs.NI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2025-01-23T08:03:37Z",
    "title_canon_sha256": "aef1141faff1622a6b6bd688cb9035f3dbf2a8994ad9acfcbf6727041c44790c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.14832",
    "kind": "arxiv",
    "version": 1
  }
}