Pith Number

pith:DUOLM5GF

pith:2026:DUOLM5GFGMSDVWOBAPQLHNWK3F

not attested not anchored not stored refs pending

Auto-Scaling Heterogeneous Neural Processing Units for Energy and Cost-Efficient LLM Serving

Jian Huang, Jichuan Chang, Yuqi Xue

arxiv:2607.16488 v1 · 2026-07-17 · cs.AR

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DUOLM5GFGMSDVWOBAPQLHNWK3F}

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	2026-07-21T00:20:21.216478Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1d1cb674c533243ad9c103e0b3b6cad9515c2cf7a26cfb25a0e8b417d936e248

Aliases

arxiv: 2607.16488 · arxiv_version: 2607.16488v1 · doi: 10.48550/arxiv.2607.16488 · pith_short_12: DUOLM5GFGMSD · pith_short_16: DUOLM5GFGMSDVWOB · pith_short_8: DUOLM5GF

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/DUOLM5GFGMSDVWOBAPQLHNWK3F \
  | 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: 1d1cb674c533243ad9c103e0b3b6cad9515c2cf7a26cfb25a0e8b417d936e248

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b4cb20d7130d8fdd2167855c54712651c5986be341f7d0c5485fded1c7e630f9",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.AR",
    "submitted_at": "2026-07-17T20:27:26Z",
    "title_canon_sha256": "2274af5f55cdeaf5fdc1880ffaf11f59d36cb238da47159c1ac25f98a53125b4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.16488",
    "kind": "arxiv",
    "version": 1
  }
}