Pith Number

pith:JQH7CNMF

pith:2024:JQH7CNMFT2AADHLKZ6OGHPVP5J

not attested not anchored not stored refs pending

Reusable MLOps: Reusable Deployment, Reusable Infrastructure and Hot-Swappable Machine Learning models and services

D Lu, D Musgrove, D Panchal, I Baran, P Verma

arxiv:2403.00787 v1 · 2024-02-19 · cs.SE · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JQH7CNMFT2AADHLKZ6OGHPVP5J}

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

Survival of the Cheapest: Cost-Aware Hardware Adaptation for Adversarial Robustness

Receipt and verification

First computed	2026-07-05T07:51:11.758903Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4c0ff135859e80019d6acf9c63beafea6f7428b0d8b4238040f95acd57083ee4

Aliases

arxiv: 2403.00787 · arxiv_version: 2403.00787v1 · doi: 10.48550/arxiv.2403.00787 · pith_short_12: JQH7CNMFT2AA · pith_short_16: JQH7CNMFT2AADHLK · pith_short_8: JQH7CNMF

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/JQH7CNMFT2AADHLKZ6OGHPVP5J \
  | 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: 4c0ff135859e80019d6acf9c63beafea6f7428b0d8b4238040f95acd57083ee4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6a818f5ceb839569cce68d7217d6a798fb1fba3358576005857bee4c65d0dff2",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-02-19T23:40:46Z",
    "title_canon_sha256": "2b795acde194e45d8d12a2501b3c046d19f45b686a9286ca9d7aa20ab8b67809"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.00787",
    "kind": "arxiv",
    "version": 1
  }
}