Pith Number

pith:MPXHDQTU

pith:2020:MPXHDQTUVZU7LPWCUFNFSM6MKR

not attested not anchored not stored refs pending

A simple and effective predictive resource scaling heuristic for large-scale cloud applications

Joel Castellon, Laurent Callot, Quentin Rebjock, Tim januschowski, Valentin Flunkert

arxiv:2008.01215 v1 · 2020-08-03 · cs.DC · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MPXHDQTUVZU7LPWCUFNFSM6MKR}

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

BACC: Budget-Aware Calibration and Control for Horizontal Autoscaling

Receipt and verification

First computed	2026-07-05T01:24:18.756778Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

63ee71c274ae69f5bec2a15a5933cc545e2fc1cc20005a44814c01177a6c05a1

Aliases

arxiv: 2008.01215 · arxiv_version: 2008.01215v1 · doi: 10.48550/arxiv.2008.01215 · pith_short_12: MPXHDQTUVZU7 · pith_short_16: MPXHDQTUVZU7LPWC · pith_short_8: MPXHDQTU

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/MPXHDQTUVZU7LPWCUFNFSM6MKR \
  | 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: 63ee71c274ae69f5bec2a15a5933cc545e2fc1cc20005a44814c01177a6c05a1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "84567886698031a189b99a62ea0a7e1bdbe68638a08d1d7437c87dda29fe1ea8",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2020-08-03T21:50:14Z",
    "title_canon_sha256": "10cce4e2065257d638718a35b21fc45b7f3c6cf8909bde0f92302011cffd6e99"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2008.01215",
    "kind": "arxiv",
    "version": 1
  }
}