Pith Number

pith:CBM5HQLA

pith:2024:CBM5HQLADXGYBYH7FFOPYVW7DM

not attested not anchored not stored refs pending

Cooperative Edge Caching Based on Elastic Federated and Multi-Agent Deep Reinforcement Learning in Next-Generation Network

Huiling Zhu, Khaled B. Letaief, Pingyi Fan, Qiang Fan, Qiong Wu, Wenhua Wang

arxiv:2401.09886 v2 · 2024-01-18 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CBM5HQLADXGYBYH7FFOPYVW7DM}

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	2026-07-05T08:27:24.393860Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1059d3c1601dcd80e0ff295cfc56df1b167cbcf2003cc1e9a45c219ff89ed1e8

Aliases

arxiv: 2401.09886 · arxiv_version: 2401.09886v2 · doi: 10.48550/arxiv.2401.09886 · pith_short_12: CBM5HQLADXGY · pith_short_16: CBM5HQLADXGYBYH7 · pith_short_8: CBM5HQLA

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/CBM5HQLADXGYBYH7FFOPYVW7DM \
  | 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: 1059d3c1601dcd80e0ff295cfc56df1b167cbcf2003cc1e9a45c219ff89ed1e8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "159393ddff52302f3b362719056e0749193db12efcf78fbc3f82a88a53b6e71c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-18T10:59:18Z",
    "title_canon_sha256": "888a19bba5f18a100c8c883ecd2550759651b4e8338524009796df04768f0d4b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.09886",
    "kind": "arxiv",
    "version": 2
  }
}