Pith Number

pith:HDMMZNYM

pith:2024:HDMMZNYMMNTUZ54UMPQFF5AALU

not attested not anchored not stored refs pending

PREBA: A Hardware/Software Co-Design for Multi-Instance GPU based AI Inference Servers

Gwangoo Yeo, Jiin Kim, Minsoo Rhu, Yujeong Choi

arxiv:2411.19114 v1 · 2024-11-28 · cs.DC · cs.AI · cs.AR · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HDMMZNYMMNTUZ54UMPQFF5AALU}

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	2026-07-05T09:41:57.396880Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

38d8ccb70c63674cf79463e052f4005d041a287863244e06fc39e5e580d944b2

Aliases

arxiv: 2411.19114 · arxiv_version: 2411.19114v1 · doi: 10.48550/arxiv.2411.19114 · pith_short_12: HDMMZNYMMNTU · pith_short_16: HDMMZNYMMNTUZ54U · pith_short_8: HDMMZNYM

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/HDMMZNYMMNTUZ54UMPQFF5AALU \
  | 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: 38d8ccb70c63674cf79463e052f4005d041a287863244e06fc39e5e580d944b2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8b7816ac6e25eaaf2c2660be45112ee6c01a6e7b5c9dad55e47bed289d1bb635",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.AR",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2024-11-28T13:02:41Z",
    "title_canon_sha256": "9c6512f441e7c75f419f01cf2be288ba6f8506c17919ef489d4bcfc47d507216"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.19114",
    "kind": "arxiv",
    "version": 1
  }
}