Pith Number

pith:SRVPBAZW

pith:2024:SRVPBAZWXOYOXZVVVJYA7R6V4P

not attested not anchored not stored refs pending

LuWu: An End-to-End In-Network Out-of-Core Optimizer for 100B-Scale Model-in-Network Data-Parallel Training on Distributed GPUs

Changyue Liao, Fei Wu, Mo Sun, Yingtao Li, Zeke Wang, Zihan Yang

arxiv:2409.00918 v1 · 2024-09-02 · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SRVPBAZWXOYOXZVVVJYA7R6V4P}

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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

SNI-GNN: SmartNIC-Assisted Full-Graph GNN Training with In-Network Embedding Prediction

Receipt and verification

First computed	2026-07-05T09:01:55.227583Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

946af08336bbb0ebe6b5aa700fc7d5e3e40044ede3dbac52e2c4c360edfb5ce3

Aliases

arxiv: 2409.00918 · arxiv_version: 2409.00918v1 · doi: 10.48550/arxiv.2409.00918 · pith_short_12: SRVPBAZWXOYO · pith_short_16: SRVPBAZWXOYOXZVV · pith_short_8: SRVPBAZW

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/SRVPBAZWXOYOXZVVVJYA7R6V4P \
  | 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: 946af08336bbb0ebe6b5aa700fc7d5e3e40044ede3dbac52e2c4c360edfb5ce3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7eb4e17d17ca8765525760909807d19dddd58495e4deee567ec94d54b34d0ff2",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2024-09-02T03:18:27Z",
    "title_canon_sha256": "c8654a28e42a085201fec0cb2484798ffba9efad5eb0dcfe393355fd6faa3a59"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.00918",
    "kind": "arxiv",
    "version": 1
  }
}