Pith Number

pith:PYCXBZGT

pith:2025:PYCXBZGTOCTBGI6FSJWD5EMWB2

not attested not anchored not stored refs pending

Distribution-Level AirComp for Wireless Federated Learning under Data Scarcity and Heterogeneity

Hyowoon Seo, Jun-pyo Hong, Kisong Lee

arxiv:2506.06090 v1 · 2025-06-06 · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PYCXBZGTOCTBGI6FSJWD5EMWB2}

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	2026-07-05T11:17:25.465895Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7e0570e4d370a61323c5926c3e91960e8700f341c1ff861e9b1ab2a9710ede9b

Aliases

arxiv: 2506.06090 · arxiv_version: 2506.06090v1 · doi: 10.48550/arxiv.2506.06090 · pith_short_12: PYCXBZGTOCTB · pith_short_16: PYCXBZGTOCTBGI6F · pith_short_8: PYCXBZGT

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/PYCXBZGTOCTBGI6FSJWD5EMWB2 \
  | 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: 7e0570e4d370a61323c5926c3e91960e8700f341c1ff861e9b1ab2a9710ede9b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b0b346fe76ff386f9fff720738451f0991a4df220ccb69970be1edf3e43bbe6d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2025-06-06T13:50:22Z",
    "title_canon_sha256": "0a0b94d4490940cb85c84ef7627a586e713f86dcbb78ca90bf307b73be2abcc4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.06090",
    "kind": "arxiv",
    "version": 1
  }
}