Pith Number

pith:6MLAZNDG

pith:2020:6MLAZNDGDWR3GYAZB4SDO5AAAZ

not attested not anchored not stored refs pending

The OARF Benchmark Suite: Characterization and Implications for Federated Learning Systems

Bingsheng He, Qinbin Li, Sixu Hu, Xu Liu, Yuan Li, Zhaomin Wu

arxiv:2006.07856 v4 · 2020-06-14 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6MLAZNDGDWR3GYAZB4SDO5AAAZ}

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	2026-07-05T04:01:29.466403Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f3160cb4661da3b360190f2437740006604f4a4b45bbced6c837407e20b164f7

Aliases

arxiv: 2006.07856 · arxiv_version: 2006.07856v4 · doi: 10.48550/arxiv.2006.07856 · pith_short_12: 6MLAZNDGDWR3 · pith_short_16: 6MLAZNDGDWR3GYAZ · pith_short_8: 6MLAZNDG

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/6MLAZNDGDWR3GYAZB4SDO5AAAZ \
  | 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: f3160cb4661da3b360190f2437740006604f4a4b45bbced6c837407e20b164f7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0d5409a0e01c796af5ea03ea47b306707983e8f7d2d78e672a740c761cc0654b",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-14T10:11:36Z",
    "title_canon_sha256": "726daebc1f7719b1c179f3e47cbc81919ec1782e528f763d1f6f9cb5eba52ed8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.07856",
    "kind": "arxiv",
    "version": 4
  }
}