Pith Number

pith:MOLCLBTV

pith:2023:MOLCLBTVCBE25JGVIVZOYGHSRH

not attested not anchored not stored refs pending

EcoLearn: Optimizing the Carbon Footprint of Federated Learning

David Irwin, Jesus Omana Iglesias, Michael Zink, Noman Bashir, Talha Mehboob

arxiv:2310.17972 v2 · 2023-10-27 · cs.LG · 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{MOLCLBTVCBE25JGVIVZOYGHSRH}

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	2026-07-05T11:04:34.900819Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

63962586751049aea4d54572ec18f289f73c79e491ce70e3f6d54fe146f3b490

Aliases

arxiv: 2310.17972 · arxiv_version: 2310.17972v2 · doi: 10.48550/arxiv.2310.17972 · pith_short_12: MOLCLBTVCBE2 · pith_short_16: MOLCLBTVCBE25JGV · pith_short_8: MOLCLBTV

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/MOLCLBTVCBE25JGVIVZOYGHSRH \
  | 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: 63962586751049aea4d54572ec18f289f73c79e491ce70e3f6d54fe146f3b490

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aec17f41d3ffad419c121c84d4be04fb57a99fa58abe94c07a569c47a5c6bd66",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-27T08:37:10Z",
    "title_canon_sha256": "7730081c10bc0125ad5f527ddb9a274eb23422f5f71c42ecb773c44d00c67d4e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.17972",
    "kind": "arxiv",
    "version": 2
  }
}