Pith Number

pith:JY6E7UAB

pith:2026:JY6E7UABYEP6V3FVABAHJMDE3U

not attested not anchored not stored refs pending

Characterizing LLM Kernel Access and Memory Interaction in Multi-Partition NUMA GPUs

Bahar Asgari, Donghyeon Joo, Nuwan Jayasena, Sooraj Puthoor

arxiv:2607.28824 v1 · 2026-07-30 · cs.AR · cs.DC · cs.PF

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JY6E7UABYEP6V3FVABAHJMDE3U}

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	2026-08-03T01:16:53.448794Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4e3c4fd001c11feaecb5004074b064dd2db06d0e3e273febc58b055c3c4f9bb9

Aliases

arxiv: 2607.28824 · arxiv_version: 2607.28824v1 · doi: 10.48550/arxiv.2607.28824 · pith_short_12: JY6E7UABYEP6 · pith_short_16: JY6E7UABYEP6V3FV · pith_short_8: JY6E7UAB

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/JY6E7UABYEP6V3FVABAHJMDE3U \
  | 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: 4e3c4fd001c11feaecb5004074b064dd2db06d0e3e273febc58b055c3c4f9bb9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "911e275dc8baf3bfb7bd3800e8b4cbb3ae1b85933da813bfc69de551a7da9b1a",
    "cross_cats_sorted": [
      "cs.DC",
      "cs.PF"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AR",
    "submitted_at": "2026-07-30T20:26:58Z",
    "title_canon_sha256": "4dfbae532a772e63f7f2c212c12602ed9437c28240169a1ec6c8aaa66fab43ea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.28824",
    "kind": "arxiv",
    "version": 1
  }
}