Pith Number

pith:UTDFHYN3

pith:2020:UTDFHYN37W2BW5MAKBKW3TS5RG

not attested not anchored not stored refs pending

Accelerating Federated Learning over Reliability-Agnostic Clients in Mobile Edge Computing Systems

Ligang He, Rui Mao, Weiwei Lin, Wentai Wu

arxiv:2007.14374 v3 · 2020-07-28 · cs.DC · 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{UTDFHYN37W2BW5MAKBKW3TS5RG}

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	2026-07-05T02:34:29.947515Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a4c653e1bbfdb41b758050556dce5d89bd78813fbb7caa4ef085f27eb451c3e6

Aliases

arxiv: 2007.14374 · arxiv_version: 2007.14374v3 · doi: 10.48550/arxiv.2007.14374 · pith_short_12: UTDFHYN37W2B · pith_short_16: UTDFHYN37W2BW5MA · pith_short_8: UTDFHYN3

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/UTDFHYN37W2BW5MAKBKW3TS5RG \
  | 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: a4c653e1bbfdb41b758050556dce5d89bd78813fbb7caa4ef085f27eb451c3e6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "33d065708d9f9fcd948d7096ef058a37b3a31accedb8fd88ad57c6049b06a195",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.SP"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2020-07-28T17:35:39Z",
    "title_canon_sha256": "3c31ddbd82286ca2ae07745c8ec2fb76798b3fd086764afc80b42cd7f52ccb74"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.14374",
    "kind": "arxiv",
    "version": 3
  }
}