Pith Number

pith:2VVXUUBL

pith:2023:2VVXUUBL3JWJDH5MCPW2HZUSAH

not attested not anchored not stored refs pending

Learning-based Two-tiered Online Optimization of Region-wide Datacenter Resource Allocation

Chang-Lin Chen, Chi Zhou, Hanhan Zhou, Hongbo Dong, Jiayu Chen, Mohammad Pedramfar, Neeraj Kumar, Pol Mauri Ruiz, Tian Lan, Vaneet Aggarwal, Zheqing Zhu

arxiv:2306.17054 v2 · 2023-06-29 · 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{2VVXUUBL3JWJDH5MCPW2HZUSAH}

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

Reinforcement Learning for Scalable and Trustworthy Intelligent Systems

Receipt and verification

First computed	2026-07-05T09:21:37.599726Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d56b7a502bda6c919fac13eda3e69201c7844159e11d1864f5ca77ac2b3f9d62

Aliases

arxiv: 2306.17054 · arxiv_version: 2306.17054v2 · doi: 10.48550/arxiv.2306.17054 · pith_short_12: 2VVXUUBL3JWJ · pith_short_16: 2VVXUUBL3JWJDH5M · pith_short_8: 2VVXUUBL

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/2VVXUUBL3JWJDH5MCPW2HZUSAH \
  | 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: d56b7a502bda6c919fac13eda3e69201c7844159e11d1864f5ca77ac2b3f9d62

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eb6ba096a2c109d62656b87327b426d4aa63e5f266d7ff8b5c8b24d93bcf207c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2023-06-29T16:00:06Z",
    "title_canon_sha256": "4843ad2a547b9bf9c943a5cf3bd19aa0713b122b938eca0613d5ce2d014b5cb1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.17054",
    "kind": "arxiv",
    "version": 2
  }
}