Pith Number

pith:DITTZHU7

pith:2024:DITTZHU7GEBP5CHNYZB6Y3RCCO

not attested not anchored not stored refs pending

Communication and Energy Efficient Federated Learning using Zero-Order Optimization Technique

Elissa Mhanna, Mohamad Assaad

arxiv:2409.16456 v1 · 2024-09-24 · 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{DITTZHU7GEBP5CHNYZB6Y3RCCO}

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	2026-07-05T09:11:34.101628Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1a273c9e9f3102fe88edc643ec6e2213b6d9c8d625403e96ce8fef0d516c3f2f

Aliases

arxiv: 2409.16456 · arxiv_version: 2409.16456v1 · doi: 10.48550/arxiv.2409.16456 · pith_short_12: DITTZHU7GEBP · pith_short_16: DITTZHU7GEBP5CHN · pith_short_8: DITTZHU7

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/DITTZHU7GEBP5CHNYZB6Y3RCCO \
  | 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: 1a273c9e9f3102fe88edc643ec6e2213b6d9c8d625403e96ce8fef0d516c3f2f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8727343b0849f289f676e24320fd92a3b8b78ab441885335713faaca8fd9dc4d",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-24T20:57:22Z",
    "title_canon_sha256": "36f88311402a297b5e6ceeb3dd8f1040f59d2e7d63f1db2229bc0ef63af49514"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.16456",
    "kind": "arxiv",
    "version": 1
  }
}