Pith Number

pith:VVNJZEDO

pith:2022:VVNJZEDORDQTGOIITR5746S4YA

not attested not anchored not stored refs pending

Finding Optimal Policy for Queueing Models: New Parameterization

Katya Scheinberg, Lam M. Nguyen, Trang H. Tran

arxiv:2206.10073 v1 · 2022-06-21 · math.OC · 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{VVNJZEDORDQTGOIITR5746S4YA}

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

SeaLLM: Service-Aware and Latency-Optimized Resource Sharing for Large Language Model Inference

Receipt and verification

First computed	2026-07-05T04:33:43.247934Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ad5a9c906e88e13339089c7bfe7a5cc030f8c4569a41a87153639d8ef3fcacd5

Aliases

arxiv: 2206.10073 · arxiv_version: 2206.10073v1 · doi: 10.48550/arxiv.2206.10073 · pith_short_12: VVNJZEDORDQT · pith_short_16: VVNJZEDORDQTGOII · pith_short_8: VVNJZEDO

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/VVNJZEDORDQTGOIITR5746S4YA \
  | 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: ad5a9c906e88e13339089c7bfe7a5cc030f8c4569a41a87153639d8ef3fcacd5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c0123b9ea4d1bf06be2f5dfb83171d6c1f42fe688b86fc6cc6888958baf8f5d9",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2022-06-21T01:51:33Z",
    "title_canon_sha256": "cccb6d2230837b00b5b8fc55a271b4c1cd491500044a49cb972147ecbc9acb86"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.10073",
    "kind": "arxiv",
    "version": 1
  }
}