Pith Number

pith:ZSADPI3R

pith:2026:ZSADPI3RHHXRHXUAVD5CR4UKHV

not attested not anchored not stored refs pending

Towards Multi-Model LLM Schedulers: Empirical Insights into Offloading and Preemption

Alexey Rolich, Andrea Baiocchi, Francesca Cuomo, Mert Yildiz, Pietro Spadaccino

arxiv:2605.19593 v1 · 2026-05-19 · cs.AI · 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{ZSADPI3RHHXRHXUAVD5CR4UKHV}

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	2026-05-20T01:05:53.385062Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cc8037a37139ef13de80a8fa28f28a3d495eca8b0c61d50e8851e9bb140aabd4

Aliases

arxiv: 2605.19593 · arxiv_version: 2605.19593v1 · doi: 10.48550/arxiv.2605.19593 · pith_short_12: ZSADPI3RHHXR · pith_short_16: ZSADPI3RHHXRHXUA · pith_short_8: ZSADPI3R

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/ZSADPI3RHHXRHXUAVD5CR4UKHV \
  | 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: cc8037a37139ef13de80a8fa28f28a3d495eca8b0c61d50e8851e9bb140aabd4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a12929b3aac98eb87dd1cbfba4d28ed62f5b162edf65e50c55ad521ff1d76adc",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-05-19T09:39:16Z",
    "title_canon_sha256": "a961b1622695450c28234129164829eab2a5f5fef279bd7e917d449940272f0b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.19593",
    "kind": "arxiv",
    "version": 1
  }
}