Pith Number

pith:PFY7B65J

pith:2023:PFY7B65JURZJX6ZTPRUAF6F6Y5

not attested not anchored not stored refs pending

Accelerating Sampling and Aggregation Operations in GNN Frameworks with GPU Initiated Direct Storage Accesses

Jeongmin Brian Park, Vikram Sharma Mailthody, Wen-Mei Hwu, Zaid Qureshi

arxiv:2306.16384 v2 · 2023-06-28 · cs.DC · cs.AI · cs.AR · 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{PFY7B65JURZJX6ZTPRUAF6F6Y5}

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	2026-07-05T11:10:44.242413Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7971f0fba9a4729bfb337c6802f8bec7727523d265fdafbba1d58efa3aa70498

Aliases

arxiv: 2306.16384 · arxiv_version: 2306.16384v2 · doi: 10.48550/arxiv.2306.16384 · pith_short_12: PFY7B65JURZJ · pith_short_16: PFY7B65JURZJX6ZT · pith_short_8: PFY7B65J

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/PFY7B65JURZJX6ZTPRUAF6F6Y5 \
  | 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: 7971f0fba9a4729bfb337c6802f8bec7727523d265fdafbba1d58efa3aa70498

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "526def989663199d8c04a5a04da726124cd621d0a5eeeb695a8b5d9f9b4e71b3",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.AR",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2023-06-28T17:22:15Z",
    "title_canon_sha256": "370b1860f7499cefd0cc176a2472ac5b774ba259e38e4ea324b7431c185d559b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.16384",
    "kind": "arxiv",
    "version": 2
  }
}