Pith Number

pith:AYJ4LRYX

pith:2025:AYJ4LRYXCN52YVH34PWFVLINUQ

not attested not anchored not stored refs pending

Make LLM Inference Affordable to Everyone: Augmenting GPU Memory with NDP-DIMM

Bing Li, Haimeng Ren, Lian Liu, Mengdi Wang, Shixin Zhao, Xiaowei Li, Ying Wang, Yinhe Han, Zhaohui Xu

arxiv:2502.16963 v1 · 2025-02-24 · 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{AYJ4LRYXCN52YVH34PWFVLINUQ}

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.

Cited by

1 paper in Pith

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference

Receipt and verification

First computed	2026-07-05T10:19:04.016470Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0613c5c717137bac54fbe3ec5aad0da41c154013e688403ce1b056cc8aab86a3

Aliases

arxiv: 2502.16963 · arxiv_version: 2502.16963v1 · doi: 10.48550/arxiv.2502.16963 · pith_short_12: AYJ4LRYXCN52 · pith_short_16: AYJ4LRYXCN52YVH3 · pith_short_8: AYJ4LRYX

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/AYJ4LRYXCN52YVH34PWFVLINUQ \
  | 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: 0613c5c717137bac54fbe3ec5aad0da41c154013e688403ce1b056cc8aab86a3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "88405b49d111d704f5dbca2defdd884fcabbb22773fdf8d449087dc2318f6883",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AR",
    "submitted_at": "2025-02-24T08:41:19Z",
    "title_canon_sha256": "4583b8c0c3c6f673e8cc788253ead3d8589b7283bcd431fa3133ebc31a2e6fb2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.16963",
    "kind": "arxiv",
    "version": 1
  }
}