Pith Number

pith:II3PGZ7F

pith:2024:II3PGZ7FHZTYF3BEOLDDLCUCPW

not attested not anchored not stored refs pending

Inference Load-Aware Orchestration for Hierarchical Federated Learning

Alireza Furutanpey, Anna Lackinger, Ilir Murturi, Ivana Podnar \v{Z}arko, Ivan \v{C}ili\'c, Pantelis A. Frangoudis, Schahram Dustdar

arxiv:2407.16836 v1 · 2024-07-23 · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{II3PGZ7FHZTYF3BEOLDDLCUCPW}

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	2026-07-05T08:47:57.239640Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4236f367e53e6782ec2472c6358a827d9d77f56f556b62f656fc2e3613c74026

Aliases

arxiv: 2407.16836 · arxiv_version: 2407.16836v1 · doi: 10.48550/arxiv.2407.16836 · pith_short_12: II3PGZ7FHZTY · pith_short_16: II3PGZ7FHZTYF3BE · pith_short_8: II3PGZ7F

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/II3PGZ7FHZTYF3BEOLDDLCUCPW \
  | 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: 4236f367e53e6782ec2472c6358a827d9d77f56f556b62f656fc2e3613c74026

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4d54f74b89b16b0d317253ce57be5649890083f2cec7c2f034fda11a9969eebc",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2024-07-23T21:01:12Z",
    "title_canon_sha256": "66cb124f896e8276a2a1b9556bede75d75a2e5e821280d3e5ebb7cbb7895d698"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.16836",
    "kind": "arxiv",
    "version": 1
  }
}