Pith Number

pith:3IITPY7G

pith:2024:3IITPY7GYYCFXP4MJT73KXSR56

not attested not anchored not stored refs pending

Application of Machine Learning Optimization in Cloud Computing Resource Scheduling and Management

Bo Liu, Jiaxin Huang, Jingyu Xu, Weixiang Wan, Yifan Zhang, Yulu Gong

arxiv:2402.17216 v1 · 2024-02-27 · cs.DC · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3IITPY7GYYCFXP4MJT73KXSR56}

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	2026-07-05T07:49:44.199239Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

da1137e3e6c6045bbf8c4cffb55e51efb1ba3962b0c43bbfeb5596b3a18cc107

Aliases

arxiv: 2402.17216 · arxiv_version: 2402.17216v1 · doi: 10.48550/arxiv.2402.17216 · pith_short_12: 3IITPY7GYYCF · pith_short_16: 3IITPY7GYYCFXP4M · pith_short_8: 3IITPY7G

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/3IITPY7GYYCFXP4MJT73KXSR56 \
  | 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: da1137e3e6c6045bbf8c4cffb55e51efb1ba3962b0c43bbfeb5596b3a18cc107

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "efa0d681c6063b049d136f3fb79053d2fb56dd5d1bc5667a4835abd9e76a4c08",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2024-02-27T05:14:27Z",
    "title_canon_sha256": "c90df19e8cc5bce77085baee58ae7c00b1704335d8aa13c8fdb15e6683c0ccc8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.17216",
    "kind": "arxiv",
    "version": 1
  }
}