Pith Number

pith:4S7JCZKE

pith:2018:4S7JCZKEYKYRBNZP5OASETFFK4

not attested not anchored not stored refs pending

Zeno: Distributed Stochastic Gradient Descent with Suspicion-based Fault-tolerance

Cong Xie, Indranil Gupta, Oluwasanmi Koyejo

arxiv:1805.10032 v3 · 2018-05-25 · cs.LG · cs.CR · cs.DC · 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{4S7JCZKEYKYRBNZP5OASETFFK4}

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.

Cited by

1 paper in Pith

RESIST: Resilient Decentralized Learning Using Consensus Gradient Descent

Receipt and verification

First computed	2026-05-17T23:45:53.101905Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e4be916544c2b110b72feb81224ca557326c56423fa38572c7a8533671aeb3c8

Aliases

arxiv: 1805.10032 · arxiv_version: 1805.10032v3 · doi: 10.48550/arxiv.1805.10032 · pith_short_12: 4S7JCZKEYKYR · pith_short_16: 4S7JCZKEYKYRBNZP · pith_short_8: 4S7JCZKE

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/4S7JCZKEYKYRBNZP5OASETFFK4 \
  | 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: e4be916544c2b110b72feb81224ca557326c56423fa38572c7a8533671aeb3c8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ebb6473cc8cfa6e64f7ed3e1965b78caadbbbf18fa373eb178c206089d1abb20",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.DC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-05-25T08:33:24Z",
    "title_canon_sha256": "40640cd246b01df688903ddd27af210825b6c093efd19495ae01cc0372c96455"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1805.10032",
    "kind": "arxiv",
    "version": 3
  }
}