Pith Number

pith:4ENQMBTR

pith:2026:4ENQMBTRQDXOOS3V3QINEMG5PI

not attested not anchored not stored refs pending

AC$^2$P$^2$SL: Adaptive Communication-Computation Pipeline Parallel Split Learning over Edge Networks

Chenyu Liu, Chunhui Feng, Tony Q. S. Quek, Zhaohui Yang, Zhaoyang Zhang, Zirui Chen

arxiv:2606.31276 v1 · 2026-06-30 · cs.DC · cs.NI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4ENQMBTRQDXOOS3V3QINEMG5PI}

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	2026-07-01T01:17:57.813958Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e11b06067180eee74b75dc10d230dd7a18845a5b81ce4677d67c12569bafcc27

Aliases

arxiv: 2606.31276 · arxiv_version: 2606.31276v1 · doi: 10.48550/arxiv.2606.31276 · pith_short_12: 4ENQMBTRQDXO · pith_short_16: 4ENQMBTRQDXOOS3V · pith_short_8: 4ENQMBTR

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/4ENQMBTRQDXOOS3V3QINEMG5PI \
  | 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: e11b06067180eee74b75dc10d230dd7a18845a5b81ce4677d67c12569bafcc27

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "073c8e92c5acc3df55956c338bb7af74522b26c0bd2f3ff21f73005984d43a51",
    "cross_cats_sorted": [
      "cs.NI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2026-06-30T07:51:33Z",
    "title_canon_sha256": "f4901dfeb277993b430312cc7d844fb970d2caec30fc61bdbbc4756bb753625c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.31276",
    "kind": "arxiv",
    "version": 1
  }
}