Pith Number

pith:CCE3E7CM

pith:2019:CCE3E7CM6HWPZTRMMVOSFBVEP2

not attested not anchored not stored refs pending

Wireless Federated Distillation for Distributed Edge Learning with Heterogeneous Data

Jin-Hyun Ahn, Joonhyuk Kang, Osvaldo Simeone

arxiv:1907.02745 v1 · 2019-07-05 · cs.IT · cs.LG · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CCE3E7CM6HWPZTRMMVOSFBVEP2}

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	2026-05-17T23:41:23.295189Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1089b27c4cf1ecfcce2c655d2286a47e8b000f1f5dca197bf2e5a01ed7fc0eb9

Aliases

arxiv: 1907.02745 · arxiv_version: 1907.02745v1 · doi: 10.48550/arxiv.1907.02745 · pith_short_12: CCE3E7CM6HWP · pith_short_16: CCE3E7CM6HWPZTRM · pith_short_8: CCE3E7CM

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/CCE3E7CM6HWPZTRMMVOSFBVEP2 \
  | 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: 1089b27c4cf1ecfcce2c655d2286a47e8b000f1f5dca197bf2e5a01ed7fc0eb9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8c3512abdfaf352861047e76533077afb959363379c4fabfa3d9b2a9bcbbab10",
    "cross_cats_sorted": [
      "cs.LG",
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IT",
    "submitted_at": "2019-07-05T09:47:40Z",
    "title_canon_sha256": "4740c623a74a089934974b556bd5919bd8bdf224e53ddaf5f2ade1dd28cd189d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.02745",
    "kind": "arxiv",
    "version": 1
  }
}