Pith Number

pith:Z5ZW7SYM

pith:2026:Z5ZW7SYMYVHCLS4YXKUFAPFZCD

not attested not anchored not stored refs pending

Bandwidth-Aware LLM Inference on Heterogeneous Many-Core Supercomputers

Bin Han, Depei Qian, Gen Li, Hailong Yang, Jiaxing Qi, Shiqing Ma, Shizhe Shang, Yao Lu, Zhongzhi Luan

arxiv:2605.25655 v1 · 2026-05-25 · 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{Z5ZW7SYMYVHCLS4YXKUFAPFZCD}

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	2026-05-26T02:04:48.550968Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cf736fcb0cc54e25cb98baa8503cb910ffc7d8e4c642a3ca75104d200b23edda

Aliases

arxiv: 2605.25655 · arxiv_version: 2605.25655v1 · doi: 10.48550/arxiv.2605.25655 · pith_short_12: Z5ZW7SYMYVHC · pith_short_16: Z5ZW7SYMYVHCLS4Y · pith_short_8: Z5ZW7SYM

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/Z5ZW7SYMYVHCLS4YXKUFAPFZCD \
  | 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: cf736fcb0cc54e25cb98baa8503cb910ffc7d8e4c642a3ca75104d200b23edda

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b3de9869f80eac7eb2d9767a625df360bec9c8903af3cf7ae987a3480d4b841d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2026-05-25T10:03:25Z",
    "title_canon_sha256": "6651591921947b12e9304c9df84b8e3df11cf8a1843b9f2bbb7d64ee7a65cea0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.25655",
    "kind": "arxiv",
    "version": 1
  }
}