Pith Number

pith:VBLAB5KG

pith:2024:VBLAB5KGFSKPEQIQZMBSSKWHQH

not attested not anchored not stored refs pending

A Federated Online Restless Bandit Framework for Cooperative Resource Allocation

Jingwen Tong, Jun Zhang, Khaled B. Letaief, Liqun Fu, Xinran Li

arxiv:2406.07992 v1 · 2024-06-12 · cs.LG · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VBLAB5KGFSKPEQIQZMBSSKWHQH}

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	2026-07-05T08:30:41.976327Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a85600f5462c94f24110cb03292ac781c7a32525d4b33fff7e4bb405c54a4d71

Aliases

arxiv: 2406.07992 · arxiv_version: 2406.07992v1 · doi: 10.48550/arxiv.2406.07992 · pith_short_12: VBLAB5KGFSKP · pith_short_16: VBLAB5KGFSKPEQIQ · pith_short_8: VBLAB5KG

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/VBLAB5KGFSKPEQIQZMBSSKWHQH \
  | 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: a85600f5462c94f24110cb03292ac781c7a32525d4b33fff7e4bb405c54a4d71

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0150a46fa1fbc7e035a05b4462d0a69e3c57943987131657aae76cab434f7f48",
    "cross_cats_sorted": [
      "eess.SP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-12T08:34:53Z",
    "title_canon_sha256": "bf727935a599b3f9a4451639d777ac3ac29841de2969f22c41cfba5603e69969"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.07992",
    "kind": "arxiv",
    "version": 1
  }
}