Pith Number

pith:3772BMCJ

pith:2026:3772BMCJDZ6MVXUZRHMGWH3VCI

not attested not anchored not stored refs pending

Going Beyond the Edge: Distributed Inference of Transformer Models on Ultra-Low-Power Wireless Devices

Alexander Gr\"afe, Ding Huo, Johannes Berger, Marco Zimmerling, Sebastian Trimpe, Vincent de Bakker

arxiv:2605.15694 v2 · 2026-05-15 · 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{3772BMCJDZ6MVXUZRHMGWH3VCI}

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	2026-05-20T00:04:38.335787Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dfffa0b0491e7ccade9989d86b1f751232129964d5bebc789f1ae89f874fb218

Aliases

arxiv: 2605.15694 · arxiv_version: 2605.15694v2 · doi: 10.48550/arxiv.2605.15694 · pith_short_12: 3772BMCJDZ6M · pith_short_16: 3772BMCJDZ6MVXUZ · pith_short_8: 3772BMCJ

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/3772BMCJDZ6MVXUZRHMGWH3VCI \
  | 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: dfffa0b0491e7ccade9989d86b1f751232129964d5bebc789f1ae89f874fb218

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "02270b2fc8043ba90083db389907902884c91d982f1d68a5811104bf319a26eb",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-15T07:33:53Z",
    "title_canon_sha256": "dfe031bd21276a32f0cb07db3a2876a8ab1997339cdadca3d18e6560d454fcd3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.15694",
    "kind": "arxiv",
    "version": 2
  }
}