Pith Number

pith:5GWDP6IR

pith:2021:5GWDP6IRNINT4U4MRK6S2RCAFZ

not attested not anchored not stored refs pending

The Internet of Federated Things (IoFT): A Vision for the Future and In-depth Survey of Data-driven Approaches for Federated Learning

Chinedum E. Okwudire, Eunshin Byon, Garvesh Raskutti, Judy Jin, Karandeep Singh, Maher Noueihed, Mosharaf Chowdhury, Naichen Shi, Neda Masoud, Raed Kontar, Romesh Saigal, Seokhyun Chung, Wissam Kontar, Xubo Yue, Zhisheng Ye

arxiv:2111.05326 v1 · 2021-11-09 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5GWDP6IRNINT4U4MRK6S2RCAFZ}

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	2026-07-05T06:26:33.549353Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e9ac37f9116a1b3e538c8abd2d44402e492983bd9cb70e1b4cb85ade15830775

Aliases

arxiv: 2111.05326 · arxiv_version: 2111.05326v1 · doi: 10.48550/arxiv.2111.05326 · pith_short_12: 5GWDP6IRNINT · pith_short_16: 5GWDP6IRNINT4U4M · pith_short_8: 5GWDP6IR

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/5GWDP6IRNINT4U4MRK6S2RCAFZ \
  | 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: e9ac37f9116a1b3e538c8abd2d44402e492983bd9cb70e1b4cb85ade15830775

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f28e9c341e9f172a3b0d1a57a1057a8d47abef2249e487846cb887009cb15cb4",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-11-09T18:52:26Z",
    "title_canon_sha256": "cb19e81fab2fb091cb27aafbdf3061e75634fea8be5da3dec5abe5c204295ffa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.05326",
    "kind": "arxiv",
    "version": 1
  }
}