Pith Number

pith:NTTX3AMY

pith:2021:NTTX3AMYSNTEUL55YLHKHYROPG

not attested not anchored not stored refs pending

Communication-Efficient Sampling for Distributed Training of Graph Convolutional Networks

Masuma Akter Rumi, Peng Jiang

arxiv:2101.07706 v1 · 2021-01-19 · 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{NTTX3AMYSNTEUL55YLHKHYROPG}

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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	2026-07-05T02:08:00.534381Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6ce77d819893664a2fbdc2cea3e22e7985868d68f39b86ea818b34af819cc4a3

Aliases

arxiv: 2101.07706 · arxiv_version: 2101.07706v1 · doi: 10.48550/arxiv.2101.07706 · pith_short_12: NTTX3AMYSNTE · pith_short_16: NTTX3AMYSNTEUL55 · pith_short_8: NTTX3AMY

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/NTTX3AMYSNTEUL55YLHKHYROPG \
  | 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: 6ce77d819893664a2fbdc2cea3e22e7985868d68f39b86ea818b34af819cc4a3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f154a950960a5c324b57951251204c566192e3000cb42ced071856f6f364b077",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-01-19T16:12:44Z",
    "title_canon_sha256": "03dbacaa89f4a5c62ae089a8c4ded851060bd57d718983908af857b78ff4c00f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2101.07706",
    "kind": "arxiv",
    "version": 1
  }
}