Pith Number

pith:WXH26N3C

pith:2020:WXH26N3CKJ7MNQOUMVUX4PC2M3

not attested not anchored not stored refs pending

Federated Learning for Resource-Constrained IoT Devices: Panoramas and State-of-the-art

Ahmed Imteaj, Jian Li, M. Hadi Amini, Shiqiang Wang, Urmish Thakker

arxiv:2002.10610 v1 · 2020-02-25 · cs.LG · cs.DC · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WXH26N3CKJ7MNQOUMVUX4PC2M3}

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	2026-07-05T00:43:23.453257Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b5cfaf3762527ec6c1d465697e3c5a66fe07401c52c092f92b7b7e28049ec6b1

Aliases

arxiv: 2002.10610 · arxiv_version: 2002.10610v1 · doi: 10.48550/arxiv.2002.10610 · pith_short_12: WXH26N3CKJ7M · pith_short_16: WXH26N3CKJ7MNQOU · pith_short_8: WXH26N3C

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/WXH26N3CKJ7MNQOUMVUX4PC2M3 \
  | 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: b5cfaf3762527ec6c1d465697e3c5a66fe07401c52c092f92b7b7e28049ec6b1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4a0b37b6a751c995b80c9d6d9aef481986d3bbd5cbf3d437b908604acdfb8305",
    "cross_cats_sorted": [
      "cs.DC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-02-25T01:03:29Z",
    "title_canon_sha256": "f63318040eaf69aa01a26cc20ae9d688df79dc658158481e2618a4b1cddddce3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.10610",
    "kind": "arxiv",
    "version": 1
  }
}