Pith Number

pith:OATLSQQH

pith:2023:OATLSQQH2YHVTNILCM53KXTBNX

not attested not anchored not stored refs pending

Scalable, Distributed AI Frameworks: Leveraging Cloud Computing for Enhanced Deep Learning Performance and Efficiency

Neelesh Mungoli

arxiv:2304.13738 v1 · 2023-04-26 · cs.LG · cs.AI · cs.NI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OATLSQQH2YHVTNILCM53KXTBNX}

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.

Cited by

1 paper in Pith

Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations

Receipt and verification

First computed	2026-07-05T06:04:56.758688Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7026b94207d60f59b50b133bb55e616de3b156417527af218f988c194351ec6b

Aliases

arxiv: 2304.13738 · arxiv_version: 2304.13738v1 · doi: 10.48550/arxiv.2304.13738 · pith_short_12: OATLSQQH2YHV · pith_short_16: OATLSQQH2YHVTNIL · pith_short_8: OATLSQQH

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/OATLSQQH2YHVTNILCM53KXTBNX \
  | 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: 7026b94207d60f59b50b133bb55e616de3b156417527af218f988c194351ec6b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1ba7355197d12d4f8d4d43e675d9d119a850954ca5ea5b926a3ed1c0be11a8fc",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NI"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-04-26T15:38:00Z",
    "title_canon_sha256": "59fb60a96e8aef402efd8fff1cbb73445be2194cb999e010005b3a30dccdd551"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.13738",
    "kind": "arxiv",
    "version": 1
  }
}