Pith Number

pith:M6S5LMKC

pith:2025:M6S5LMKC7OR6JGADFHLCWLGXCS

not attested not anchored not stored refs pending

SCORPIO: Serving the Right Requests at the Right Time for Heterogeneous SLOs in LLM Inference

Hui Lu, Tingfeng Lan, Wei Chen, Xiuqi Huang, Yinghao Tang

arxiv:2505.23022 v1 · 2025-05-29 · 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{M6S5LMKC7OR6JGADFHLCWLGXCS}

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

2 papers in Pith

Demonstrating chart-plot: Closing the Last Mile of Academic Chart Generation

Execution Envelopes: A Shared Admission Contract for Backend AI Execution Requests

Receipt and verification

First computed	2026-07-05T11:11:53.716932Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

67a5d5b142fba3e4980329d62b2cd71492d7f248f7791a65501d186fd482cb2f

Aliases

arxiv: 2505.23022 · arxiv_version: 2505.23022v1 · doi: 10.48550/arxiv.2505.23022 · pith_short_12: M6S5LMKC7OR6 · pith_short_16: M6S5LMKC7OR6JGAD · pith_short_8: M6S5LMKC

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/M6S5LMKC7OR6JGADFHLCWLGXCS \
  | 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: 67a5d5b142fba3e4980329d62b2cd71492d7f248f7791a65501d186fd482cb2f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e49414be45ab19ab6003d48d8e6399bc01a0f2d02661ddaa4410bcba5bdd3fd2",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-29T03:03:09Z",
    "title_canon_sha256": "3e2e8987b41228abaa0fdfbf22a36abacb81bfa885724bca49c0cb7f1d2bd0e0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.23022",
    "kind": "arxiv",
    "version": 1
  }
}