Pith Number

pith:JHBQCZQN

pith:2026:JHBQCZQNQKKOI65GJ7244IGP6L

not attested not anchored not stored refs pending

ShuntServe: Cost-Efficient LLM Serving on Heterogeneous Spot GPU Clusters

Juhyun Park, Kyungyong Lee, Moohyun Song, Seungwoo Jeong

arxiv:2606.18600 v1 · 2026-06-17 · 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{JHBQCZQNQKKOI65GJ7244IGP6L}

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	2026-06-19T16:11:42.170297Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

49c301660d8294e47ba64ff5ce20cff2d3088098ccb45b34c6ee81ccb496094a

Aliases

arxiv: 2606.18600 · arxiv_version: 2606.18600v1 · doi: 10.48550/arxiv.2606.18600 · pith_short_12: JHBQCZQNQKKO · pith_short_16: JHBQCZQNQKKOI65G · pith_short_8: JHBQCZQN

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/JHBQCZQNQKKOI65GJ7244IGP6L \
  | 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: 49c301660d8294e47ba64ff5ce20cff2d3088098ccb45b34c6ee81ccb496094a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "87fa1bb077e0af5a2dca929435d6c2a9fc5f7d291eedd92ced2d64d61e83abf0",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2026-06-17T02:01:40Z",
    "title_canon_sha256": "f5fb8c6a8e73969bae7119e9b1264b43d1a868dac9092f404bc0ac72a9b1f931"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.18600",
    "kind": "arxiv",
    "version": 1
  }
}