Pith Number

pith:DMABWLWG

pith:2023:DMABWLWGVS4ML3P5FZXBDXJTWM

not attested not anchored not stored refs pending

P4SGD: Programmable Switch Enhanced Model-Parallel Training on Generalized Linear Models on Distributed FPGAs

Hongjing Huang, Jialin Li, Jie Sun, Jie Zhang, Liang Luo, Xueying Zhu, Yingtao Li, Zeke Wang

arxiv:2305.05885 v1 · 2023-05-10 · 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{DMABWLWGVS4ML3P5FZXBDXJTWM}

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	2026-07-05T06:08:57.175017Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1b001b2ec6acb8c5edfd2e6e11dd33b32f3c908513a0b2136be143a10ed86cb1

Aliases

arxiv: 2305.05885 · arxiv_version: 2305.05885v1 · doi: 10.48550/arxiv.2305.05885 · pith_short_12: DMABWLWGVS4M · pith_short_16: DMABWLWGVS4ML3P5 · pith_short_8: DMABWLWG

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/DMABWLWGVS4ML3P5FZXBDXJTWM \
  | 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: 1b001b2ec6acb8c5edfd2e6e11dd33b32f3c908513a0b2136be143a10ed86cb1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b87506d6de50ab700c97f54191f662834fecb00a9349f6d87fbec735d9407be2",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2023-05-10T04:16:16Z",
    "title_canon_sha256": "77f6f7dd71c0781eae544c267413447373ed2ddabcf1cb1e9d5492a4797d6ff1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.05885",
    "kind": "arxiv",
    "version": 1
  }
}