Pith Number

pith:IMYCNP5A

pith:2019:IMYCNP5ANY3YD7ISQKHEB2IRH5

not attested not anchored not stored refs pending

Accelerating DNN Training in Wireless Federated Edge Learning Systems

Guanding Yu, Guangyao Ding, Jinke Ren

arxiv:1905.09712 v3 · 2019-05-23 · cs.LG · 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{IMYCNP5ANY3YD7ISQKHEB2IRH5}

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	2026-07-05T01:45:58.861059Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

433026bfa06e3781fd12828e40e9113f52ed253f109ca6beff6bc4707c6b7c91

Aliases

arxiv: 1905.09712 · arxiv_version: 1905.09712v3 · doi: 10.48550/arxiv.1905.09712 · pith_short_12: IMYCNP5ANY3Y · pith_short_16: IMYCNP5ANY3YD7IS · pith_short_8: IMYCNP5A

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/IMYCNP5ANY3YD7ISQKHEB2IRH5 \
  | 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: 433026bfa06e3781fd12828e40e9113f52ed253f109ca6beff6bc4707c6b7c91

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "45a4bb8671f05261cc4ffec2841eeccf0c223cb76a7ac4ee06b9655af1c406fb",
    "cross_cats_sorted": [
      "eess.SP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-23T15:18:03Z",
    "title_canon_sha256": "1578d529373d50c097faebfc31da1545e864f6fd160f56f89b57cac2f9c28686"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.09712",
    "kind": "arxiv",
    "version": 3
  }
}