Pith Number

pith:OCVDDQPP

pith:2025:OCVDDQPPS6TD72AQROAKLMVXIW

not attested not anchored not stored refs pending

Enhancing QoS in Edge Computing through Federated Layering Techniques: A Pathway to Resilient AI Lifelong Learning Systems

Chengzhuo Han

arxiv:2507.20444 v1 · 2025-07-28 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OCVDDQPPS6TD72AQROAKLMVXIW}

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	2026-07-05T11:44:19.473136Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

70aa31c1ef97a63fe8108b80a5b2b7458d1188b1ba42dab8fff53d44535a0593

Aliases

arxiv: 2507.20444 · arxiv_version: 2507.20444v1 · doi: 10.48550/arxiv.2507.20444 · pith_short_12: OCVDDQPPS6TD · pith_short_16: OCVDDQPPS6TD72AQ · pith_short_8: OCVDDQPP

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/OCVDDQPPS6TD72AQROAKLMVXIW \
  | 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: 70aa31c1ef97a63fe8108b80a5b2b7458d1188b1ba42dab8fff53d44535a0593

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "af9e3936c3ce9e9858caeca5a6f0022a09a04b06ce7bffbe168bc9154264c671",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-07-28T00:24:51Z",
    "title_canon_sha256": "31b335f901e2d58da7018859b725e94ced729b0445c38d359c38088e1a6fdb38"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.20444",
    "kind": "arxiv",
    "version": 1
  }
}