Pith Number

pith:V7QHWZ5O

pith:2022:V7QHWZ5O44M232MJDDSUZ46KIL

not attested not anchored not stored refs pending

Accuracy-Guaranteed Collaborative DNN Inference in Industrial IoT via Deep Reinforcement Learning

Conghao Zhou, Peng Yang, Weiting Zhang, Wen Wu, Xuemin (Sherman) Shen

arxiv:2301.00130 v1 · 2022-12-31 · eess.SY · cs.AI · cs.LG · cs.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{V7QHWZ5O44M232MJDDSUZ46KIL}

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	2026-07-05T05:29:42.876795Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

afe07b67aee719ade98918e54cf3ca42fe5b04b6a9e279f26d673fb538661a3a

Aliases

arxiv: 2301.00130 · arxiv_version: 2301.00130v1 · doi: 10.48550/arxiv.2301.00130 · pith_short_12: V7QHWZ5O44M2 · pith_short_16: V7QHWZ5O44M232MJ · pith_short_8: V7QHWZ5O

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/V7QHWZ5O44M232MJDDSUZ46KIL \
  | 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: afe07b67aee719ade98918e54cf3ca42fe5b04b6a9e279f26d673fb538661a3a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8d43ade098e32e899c412e78d42a140f5fd11b0624a764049b883bbbd5232b89",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2022-12-31T05:53:17Z",
    "title_canon_sha256": "5e07fc1044a93349df820d091c993a0d9b26f04203462a42d55bf20b6a49d26c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.00130",
    "kind": "arxiv",
    "version": 1
  }
}