Pith Number

pith:DSSXMMVR

pith:2023:DSSXMMVRSR2TOHMPEL2WGYVZ3J

not attested not anchored not stored refs pending

Boosting Distributed Full-graph GNN Training with Asynchronous One-bit Communication

Meng Zhang, Peng Sun, Qinghao Hu, Tianwei Zhang, Yonggang Wen

arxiv:2303.01277 v1 · 2023-03-02 · cs.DC · cs.AI · 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{DSSXMMVRSR2TOHMPEL2WGYVZ3J}

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

RapidGNN: Energy and Communication-Efficient Distributed Training on Large-Scale Graph Neural Networks

Receipt and verification

First computed	2026-07-05T05:47:29.074185Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1ca57632b19475371d8f22f56362b9da6c0e75eb3bdd2534a7276af14a48f429

Aliases

arxiv: 2303.01277 · arxiv_version: 2303.01277v1 · doi: 10.48550/arxiv.2303.01277 · pith_short_12: DSSXMMVRSR2T · pith_short_16: DSSXMMVRSR2TOHMP · pith_short_8: DSSXMMVR

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/DSSXMMVRSR2TOHMPEL2WGYVZ3J \
  | 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: 1ca57632b19475371d8f22f56362b9da6c0e75eb3bdd2534a7276af14a48f429

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b1a271f496f64248ca4f4dd45a301526465726c38bf5bbb653855f1bfeb89565",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2023-03-02T14:02:39Z",
    "title_canon_sha256": "753d17c12572c62832d7087dbf9535e70ab099a8b72a943e81541c48f36b55ba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.01277",
    "kind": "arxiv",
    "version": 1
  }
}