Pith Number

pith:DBNK4D46

pith:2017:DBNK4D46KDOBBPCWAH33AQ5SCZ

not attested not anchored not stored refs pending

Run Time Prediction for Big Data Iterative ML Algorithms: a KMeans case study

Eduardo Rodrigues, Ricardo Morla

arxiv:1710.03040 v1 · 2017-10-09 · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DBNK4D46KDOBBPCWAH33AQ5SCZ}

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	2026-05-18T00:33:27.227951Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

185aae0f9e50dc10bc5601f7b043b216712ace44b16695cd6faf912ac8dd116e

Aliases

arxiv: 1710.03040 · arxiv_version: 1710.03040v1 · doi: 10.48550/arxiv.1710.03040 · pith_short_12: DBNK4D46KDOB · pith_short_16: DBNK4D46KDOBBPCW · pith_short_8: DBNK4D46

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/DBNK4D46KDOBBPCWAH33AQ5SCZ \
  | 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: 185aae0f9e50dc10bc5601f7b043b216712ace44b16695cd6faf912ac8dd116e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "49565d5724f488d2adf27082a05a676a3724859dd837096a1c348a3ec38c855d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2017-10-09T11:40:36Z",
    "title_canon_sha256": "dbe2a984c1a296eaee3a2c13367bd90ef9e2b730257a163c75188a063eb6e266"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1710.03040",
    "kind": "arxiv",
    "version": 1
  }
}