Pith Number

pith:A4NOSSWT

pith:2025:A4NOSSWTED4Z77Q3MAO6BS45WF

not attested not anchored not stored refs pending

Predictable LLM Serving on GPU Clusters

Erfan Darzi, Shreeanant Bharadwaj, Sree Bhargavi Balija

arxiv:2508.20274 v1 · 2025-08-27 · 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{A4NOSSWTED4Z77Q3MAO6BS45WF}

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	2026-07-05T12:00:33.416141Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

071ae94ad320f99ffe1b601de0cb9db1630ff5ffee989759be71114548a260c7

Aliases

arxiv: 2508.20274 · arxiv_version: 2508.20274v1 · doi: 10.48550/arxiv.2508.20274 · pith_short_12: A4NOSSWTED4Z · pith_short_16: A4NOSSWTED4Z77Q3 · pith_short_8: A4NOSSWT

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/A4NOSSWTED4Z77Q3MAO6BS45WF \
  | 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: 071ae94ad320f99ffe1b601de0cb9db1630ff5ffee989759be71114548a260c7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fac59c4df768227720a5ef8fb9c7cf91c118d4400e0805f91acf7338bfd1cad2",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2025-08-27T21:15:41Z",
    "title_canon_sha256": "f20586fc94b94f9efc2778aa8b0113b78bab9ecc3799cfe848befaa8b1e16244"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.20274",
    "kind": "arxiv",
    "version": 1
  }
}