Pith Number

pith:CL3NBXG2

pith:2023:CL3NBXG23ZMBZDAQV2IJN7YUNA

not attested not anchored not stored refs pending

SGDP: A Stream-Graph Neural Network Based Data Prefetcher

Gang Hu, Mingxuan Yuan, Qiquan Shi, Rongshang Li, Xijun Li, Xing Li, Yiyuan Yang

arxiv:2304.03864 v2 · 2023-04-07 · cs.OS · cs.DC · 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{CL3NBXG23ZMBZDAQV2IJN7YUNA}

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

GDformer: Going Beyond Subsequence Isolation for Multivariate Time Series Anomaly Detection

Receipt and verification

First computed	2026-07-05T06:59:31.187209Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

12f6d0dcdade581c8c10ae9096ff14683afed19d5fd66b16b928ab49c5264b3e

Aliases

arxiv: 2304.03864 · arxiv_version: 2304.03864v2 · doi: 10.48550/arxiv.2304.03864 · pith_short_12: CL3NBXG23ZMB · pith_short_16: CL3NBXG23ZMBZDAQ · pith_short_8: CL3NBXG2

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/CL3NBXG23ZMBZDAQV2IJN7YUNA \
  | 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: 12f6d0dcdade581c8c10ae9096ff14683afed19d5fd66b16b928ab49c5264b3e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8b619b19f97d780d1f03c1f3e6edd2f9584ff173f6082a09542f29a798126509",
    "cross_cats_sorted": [
      "cs.DC",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.OS",
    "submitted_at": "2023-04-07T23:25:48Z",
    "title_canon_sha256": "41a4b44e1821759241dc23f4ea273ea2686ddc32aca138cbf6d18b431f07c6fe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.03864",
    "kind": "arxiv",
    "version": 2
  }
}