Pith Number

pith:U4UWQ5ZB

pith:2022:U4UWQ5ZBYJYCHJDYEE6QS3AF6M

not attested not anchored not stored refs pending

Social Welfare Maximization for Collaborative Edge Computing: A Deep Reinforcement Learning-Based Approach

Chaoqun You, Hongxi Zhu, Sheng Wang, Tony Q.S. Quek, Xingqiu He, Yuhang Shen

arxiv:2211.06861 v1 · 2022-11-13 · 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{U4UWQ5ZBYJYCHJDYEE6QS3AF6M}

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	2026-07-05T05:15:46.297157Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a729687721c27023a478213d096c05f334177be00b922be19e96bee46491782b

Aliases

arxiv: 2211.06861 · arxiv_version: 2211.06861v1 · doi: 10.48550/arxiv.2211.06861 · pith_short_12: U4UWQ5ZBYJYC · pith_short_16: U4UWQ5ZBYJYCHJDY · pith_short_8: U4UWQ5ZB

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/U4UWQ5ZBYJYCHJDYEE6QS3AF6M \
  | 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: a729687721c27023a478213d096c05f334177be00b922be19e96bee46491782b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "35ed1e97c7c827a677571516c803283581e9f2ed02f9ba8d671ae2f150108ca6",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2022-11-13T09:53:07Z",
    "title_canon_sha256": "26166491002eb68f1a94d3ea11519a578bd8c05392c71d112865e5f3735bbddf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.06861",
    "kind": "arxiv",
    "version": 1
  }
}