Pith Number

pith:3Z2Z6I2G

pith:2024:3Z2Z6I2GFUW2W2L5NMR46F3ZPD

not attested not anchored not stored refs pending

Adaptive Two-Stage Cloud Resource Scaling via Hierarchical Multi-Indicator Forecasting and Bayesian Decision-Making

Guihai Chen, Lintao Ma, Shiyu Wang, Wei Lu, Xiaofeng Gao, Yang Luo, Zhemeng Yu

arxiv:2408.01000 v1 · 2024-08-02 · 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{3Z2Z6I2GFUW2W2L5NMR46F3ZPD}

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	2026-07-05T08:51:25.429269Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

de759f23462d2dab697d6b23cf177978efb9505efe0ce493906a0c3018a72ce6

Aliases

arxiv: 2408.01000 · arxiv_version: 2408.01000v1 · doi: 10.48550/arxiv.2408.01000 · pith_short_12: 3Z2Z6I2GFUW2 · pith_short_16: 3Z2Z6I2GFUW2W2L5 · pith_short_8: 3Z2Z6I2G

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/3Z2Z6I2GFUW2W2L5NMR46F3ZPD \
  | 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: de759f23462d2dab697d6b23cf177978efb9505efe0ce493906a0c3018a72ce6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cd75f5ec2560805fe21f4396e5cad1bb59284c39f87db8900d0f5e22d5335009",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-02T04:19:25Z",
    "title_canon_sha256": "233ecfa4687b255513817cfb2c7f1ec28335d770c8a5c718f2a8e770c661d6d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.01000",
    "kind": "arxiv",
    "version": 1
  }
}