Pith Number

pith:2AJMWDAW

pith:2024:2AJMWDAW3Z7C6JDARKXI4SJ36Q

not attested not anchored not stored refs pending

Two-Timescale Model Caching and Resource Allocation for Edge-Enabled AI-Generated Content Services

Dusit Niyato, Hongyang Du, Khaled Ben Letaief, Lianfen Huang, Seyyedali Hosseinalipour, Xiangwang Hou, Zhang Liu

arxiv:2411.01458 v1 · 2024-11-03 · cs.LG · cs.AI · 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{2AJMWDAW3Z7C6JDARKXI4SJ36Q}

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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.

Cited by

1 paper in Pith

Task Assignment and Exploration Optimization for Low Altitude UAV Rescue via Generative AI Enhanced Multi-agent Reinforcement Learning

Receipt and verification

First computed	2026-07-05T09:30:30.632434Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d012cb0c16de7e2f24608aae8e493bf419a821cba9f9c62df738d9208a8a5f8a

Aliases

arxiv: 2411.01458 · arxiv_version: 2411.01458v1 · doi: 10.48550/arxiv.2411.01458 · pith_short_12: 2AJMWDAW3Z7C · pith_short_16: 2AJMWDAW3Z7C6JDA · pith_short_8: 2AJMWDAW

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/2AJMWDAW3Z7C6JDARKXI4SJ36Q \
  | 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: d012cb0c16de7e2f24608aae8e493bf419a821cba9f9c62df738d9208a8a5f8a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2795122a0c7df8d4feea6c10a08aa8f34c4208a8a85f2cb9c872848531b43d54",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-03T07:01:13Z",
    "title_canon_sha256": "cd2bda8c51bc66aa7172e344ca10885b9afdedb2709e163f1bb6ca7fce596d40"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.01458",
    "kind": "arxiv",
    "version": 1
  }
}