Pith Number

pith:6LKN46RP

pith:2024:6LKN46RPPPJMSPYDZOZOVNMYBF

not attested not anchored not stored refs pending

A Comprehensive Survey on Joint Resource Allocation Strategies in Federated Edge Learning

Jingbo Zhang, Pingyi Fan, Qiang Fan, Qiong Wu

arxiv:2410.07881 v1 · 2024-10-10 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6LKN46RPPPJMSPYDZOZOVNMYBF}

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	2026-07-05T09:18:45.408696Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f2d4de7a2f7bd2c93f03cbb2eab59809753d7f76d0b71e7a6215c6866323a811

Aliases

arxiv: 2410.07881 · arxiv_version: 2410.07881v1 · doi: 10.48550/arxiv.2410.07881 · pith_short_12: 6LKN46RPPPJM · pith_short_16: 6LKN46RPPPJMSPYD · pith_short_8: 6LKN46RP

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/6LKN46RPPPJMSPYDZOZOVNMYBF \
  | 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: f2d4de7a2f7bd2c93f03cbb2eab59809753d7f76d0b71e7a6215c6866323a811

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "83cc094b23e7204822ff150ecfa9eda3b267810c5388834cf117933269f3b4a5",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-10T13:02:00Z",
    "title_canon_sha256": "66367484b7b266d008154d505f37b1497387992e29eada0f63e9afd1303a57f9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.07881",
    "kind": "arxiv",
    "version": 1
  }
}