Pith Number

pith:RWEMMHAB

pith:2023:RWEMMHABJO4PWVJA5RMLAZRUBY

not attested not anchored not stored refs pending

RAPID: Enabling Fast Online Policy Learning in Dynamic Public Cloud Environments

Andrew Herdrich, Anna Drewek-Ossowicka, Bin Li, Charlie Tai, Drew Penney, Jaroslaw J. Sydir, Lizhong Chen, Ramesh Illikkal, Ravi Iyer

arxiv:2304.04797 v2 · 2023-04-10 · cs.LG · cs.DC · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RWEMMHABJO4PWVJA5RMLAZRUBY}

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	2026-07-05T06:47:20.005676Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8d88c61c014bb8fb5520ec58b066340e1c56f8c7b74aded92b3736afb641faf1

Aliases

arxiv: 2304.04797 · arxiv_version: 2304.04797v2 · doi: 10.48550/arxiv.2304.04797 · pith_short_12: RWEMMHABJO4P · pith_short_16: RWEMMHABJO4PWVJA · pith_short_8: RWEMMHAB

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/RWEMMHABJO4PWVJA5RMLAZRUBY \
  | 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: 8d88c61c014bb8fb5520ec58b066340e1c56f8c7b74aded92b3736afb641faf1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b81d5c6744d05fdaeaee7a000e12ce974284eb2077fad15080e5e6459b28007b",
    "cross_cats_sorted": [
      "cs.DC",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-04-10T18:04:39Z",
    "title_canon_sha256": "b7e19a5d926e5108bb4374c802cce2b5112c98effe94b3c64b36fe63c1ecbc91"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.04797",
    "kind": "arxiv",
    "version": 2
  }
}