Pith Number

pith:ZV25I2FI

pith:2025:ZV25I2FI5OS4LPJWFXNCWTPKBB

not attested not anchored not stored refs pending

DistrEE: Distributed Early Exit of Deep Neural Network Inference on Edge Devices

Aiguo Fei, Lianming Xu, Li Wang, Xian Peng, Xin Wu

arxiv:2502.15735 v1 · 2025-02-06 · cs.DC · cs.AI · 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{ZV25I2FI5OS4LPJWFXNCWTPKBB}

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	2026-07-05T10:18:15.718758Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cd75d468a8eba5c5bd362dda2b4dea085afe771ce919f1cd4383d5bf35006f8f

Aliases

arxiv: 2502.15735 · arxiv_version: 2502.15735v1 · doi: 10.48550/arxiv.2502.15735 · pith_short_12: ZV25I2FI5OS4 · pith_short_16: ZV25I2FI5OS4LPJW · pith_short_8: ZV25I2FI

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/ZV25I2FI5OS4LPJWFXNCWTPKBB \
  | 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: cd75d468a8eba5c5bd362dda2b4dea085afe771ce919f1cd4383d5bf35006f8f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eb05c84216b152271d9dd284ef200a10200e21af0099f184068920654d297881",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2025-02-06T09:16:54Z",
    "title_canon_sha256": "0863e38bfe1a797dfbeacbcc065d385bf7304db9a30704e013fcb2cff762bba8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.15735",
    "kind": "arxiv",
    "version": 1
  }
}