Pith Number

pith:V2KAED5G

pith:2025:V2KAED5GJ4HTOROIJCSG4MRPLB

not attested not anchored not stored refs pending

Adaptive Federated Learning to Optimize Integrated Flows in Cyber-Physical Data Centers

Fei Teng, Francis Yunhe Hou, Junhong Liu, Lanxin Du, Rong-Peng Liu, Yujia Li, Yunfeng Li

arxiv:2511.00623 v3 · 2025-11-01 · eess.SY · cs.SY · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{V2KAED5GJ4HTOROIJCSG4MRPLB}

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	2026-07-15T01:20:49.199232Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ae94020fa64f0f3745c848a46e322f5876f3b555a9ea8d39a1e46edcc02e4402

Aliases

arxiv: 2511.00623 · arxiv_version: 2511.00623v3 · doi: 10.48550/arxiv.2511.00623 · pith_short_12: V2KAED5GJ4HT · pith_short_16: V2KAED5GJ4HTOROI · pith_short_8: V2KAED5G

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/V2KAED5GJ4HTOROIJCSG4MRPLB \
  | 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: ae94020fa64f0f3745c848a46e322f5876f3b555a9ea8d39a1e46edcc02e4402

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dc466470d11dfb042b0d374efd12a695b2e840c7e7b69d8ca8a9b29c0fe0dd40",
    "cross_cats_sorted": [
      "cs.SY",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2025-11-01T16:55:54Z",
    "title_canon_sha256": "de225b347e93cc6c873314d50fe0ea54085360e03c820cd2761934f3c5910425"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2511.00623",
    "kind": "arxiv",
    "version": 3
  }
}