Pith Number

pith:YRWFK74Y

pith:2024:YRWFK74YBDY6EXV47FMMF6GAQF

not attested not anchored not stored refs pending

MAS-Attention: Memory-Aware Stream Processing for Attention Acceleration on Resource-Constrained Edge Devices

Chao Gao, Di Niu, Mohammadali Shakerdargah, Shan Lu

arxiv:2411.17720 v2 · 2024-11-20 · cs.DC · cs.AI · 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{YRWFK74YBDY6EXV47FMMF6GAQF}

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	2026-07-05T11:03:54.294819Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c46c557f9808f1e25ebcf958c2f8c081437a33da4e83a063d80c235c8eba5808

Aliases

arxiv: 2411.17720 · arxiv_version: 2411.17720v2 · doi: 10.48550/arxiv.2411.17720 · pith_short_12: YRWFK74YBDY6 · pith_short_16: YRWFK74YBDY6EXV4 · pith_short_8: YRWFK74Y

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/YRWFK74YBDY6EXV47FMMF6GAQF \
  | 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: c46c557f9808f1e25ebcf958c2f8c081437a33da4e83a063d80c235c8eba5808

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "87daa0e7029594426716e9c4a2c4b98718ce4f53029597aed6284bdffa1e3662",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.PF"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2024-11-20T19:44:26Z",
    "title_canon_sha256": "8f1d56330fce887d6ca5cd3477da72dd2f3d76c0241561521ccee6cf65cdc0ba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.17720",
    "kind": "arxiv",
    "version": 2
  }
}