Pith Number

pith:LKBNQ2XL

pith:2023:LKBNQ2XLSJZ3NLBP2U3RIKMRAJ

not attested not anchored not stored refs pending

DVFO: Learning-Based DVFS for Energy-Efficient Edge-Cloud Collaborative Inference

Changyao Lin, Huan Li, Jie Liu, Yang Zhao, Ziyang Zhang

arxiv:2306.01811 v3 · 2023-06-02 · cs.LG · cs.DC · cs.OS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LKBNQ2XLSJZ3NLBP2U3RIKMRAJ}

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	2026-07-05T06:24:00.617288Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5a82d86aeb9273b6ac2fd5371429910263bdda176a8a254d5123b8c225d98dc2

Aliases

arxiv: 2306.01811 · arxiv_version: 2306.01811v3 · doi: 10.48550/arxiv.2306.01811 · pith_short_12: LKBNQ2XLSJZ3 · pith_short_16: LKBNQ2XLSJZ3NLBP · pith_short_8: LKBNQ2XL

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/LKBNQ2XLSJZ3NLBP2U3RIKMRAJ \
  | 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: 5a82d86aeb9273b6ac2fd5371429910263bdda176a8a254d5123b8c225d98dc2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bd9d5ebab9357e8a276d015bea77476ba0ab94450c8408453a9efaf8e872869d",
    "cross_cats_sorted": [
      "cs.DC",
      "cs.OS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-02T07:00:42Z",
    "title_canon_sha256": "bbe54282f3f8c599a5fabf3ca4cb89c6b0d4323cf96b27adf91b1d728840ece2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.01811",
    "kind": "arxiv",
    "version": 3
  }
}