Pith Number

pith:IVIGANRN

pith:2024:IVIGANRNT2SRF4EFIULQHFF2E5

not attested not anchored not stored refs pending

Stragglers-Aware Low-Latency Synchronous Federated Learning via Layer-Wise Model Updates

Alejandro Cohen, Natalie Lang, Nir Shlezinger

arxiv:2403.18375 v1 · 2024-03-27 · 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{IVIGANRNT2SRF4EFIULQHFF2E5}

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	2026-07-05T08:01:21.859012Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

455060362d9ea512f08545170394ba2756f50e76502ec278b8cb51f41f581cd3

Aliases

arxiv: 2403.18375 · arxiv_version: 2403.18375v1 · doi: 10.48550/arxiv.2403.18375 · pith_short_12: IVIGANRNT2SR · pith_short_16: IVIGANRNT2SRF4EF · pith_short_8: IVIGANRN

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/IVIGANRNT2SRF4EFIULQHFF2E5 \
  | 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: 455060362d9ea512f08545170394ba2756f50e76502ec278b8cb51f41f581cd3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5dbfc10fb215872a896950e499473ca39906e3beefca54bd0d6645adfd9182de",
    "cross_cats_sorted": [
      "eess.SP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-27T09:14:36Z",
    "title_canon_sha256": "dfe222dfc9239eee038e6d7ecf51d8f19f09f9028f2311390dbc2974d9843d41"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.18375",
    "kind": "arxiv",
    "version": 1
  }
}