Pith Number

pith:FXBUPQEM

pith:2018:FXBUPQEMNQA5FVHO3NGINHOJYO

not attested not anchored not stored refs pending

Iroko: A Framework to Prototype Reinforcement Learning for Data Center Traffic Control

Fabian Ruffy, Ivan Beschastnikh, Michael Przystupa

arxiv:1812.09975 v1 · 2018-12-24 · cs.NI · cs.LG · 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{FXBUPQEMNQA5FVHO3NGINHOJYO}

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

Glia: A Human-Inspired AI for Automated Systems Design and Optimization

Receipt and verification

First computed	2026-07-05T01:57:46.739962Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2dc347c08c6c01d2d4eedb4c869dc9c391a2aa8e868af6d6933cbb537e503d91

Aliases

arxiv: 1812.09975 · arxiv_version: 1812.09975v1 · doi: 10.48550/arxiv.1812.09975 · pith_short_12: FXBUPQEMNQA5 · pith_short_16: FXBUPQEMNQA5FVHO · pith_short_8: FXBUPQEM

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/FXBUPQEMNQA5FVHO3NGINHOJYO \
  | 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: 2dc347c08c6c01d2d4eedb4c869dc9c391a2aa8e868af6d6933cbb537e503d91

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f822b241ff04112a497333c99ac306b2ccc82764f45c4c3f01f0d963b673d34c",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2018-12-24T19:48:42Z",
    "title_canon_sha256": "c653979775d7b35b79c8d5db5e7ee2947cc0016e691a933e05e847505b7a79b8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.09975",
    "kind": "arxiv",
    "version": 1
  }
}