Pith Number

pith:HGOAX2SV

pith:2023:HGOAX2SVPION5CKD4G4JAHYDTY

not attested not anchored not stored refs pending

Deep Reinforcement Learning Based Vehicle Selection for Asynchronous Federated Learning Enabled Vehicular Edge Computing

Pingyi Fan, Qiang Fan, Qiong Wu, Siyuan Wang

arxiv:2304.02832 v1 · 2023-04-06 · cs.LG · cs.NI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HGOAX2SVPION5CKD4G4JAHYDTY}

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	2026-07-05T05:58:42.260748Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

399c0bea557a1cde8943e1b8901f039e0212cb9fb535755cc90df955970f451d

Aliases

arxiv: 2304.02832 · arxiv_version: 2304.02832v1 · doi: 10.48550/arxiv.2304.02832 · pith_short_12: HGOAX2SVPION · pith_short_16: HGOAX2SVPION5CKD · pith_short_8: HGOAX2SV

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/HGOAX2SVPION5CKD4G4JAHYDTY \
  | 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: 399c0bea557a1cde8943e1b8901f039e0212cb9fb535755cc90df955970f451d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1dbdc831f3adbbbf22c1a501d50a1918c74dae3a902e9b627d9f7955722e0f31",
    "cross_cats_sorted": [
      "cs.NI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-04-06T02:40:00Z",
    "title_canon_sha256": "c845fac11cf728921054831f189223c59106f3daeef099ee4a71f3e3bf6e4e82"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.02832",
    "kind": "arxiv",
    "version": 1
  }
}