Pith Number

pith:TAM7ESAP

pith:2022:TAM7ESAPTSNDFAVTQGB35WRCV5

not attested not anchored not stored refs pending

LogGD:Detecting Anomalies from System Logs by Graph Neural Networks

Hongyu Zhang, Muhammad Ali Babar, Yongzheng Xie

arxiv:2209.07869 v1 · 2022-09-16 · cs.SE · 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{TAM7ESAPTSNDFAVTQGB35WRCV5}

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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

Log-based vs Graph-based Approaches to Fault Diagnosis

Receipt and verification

First computed	2026-07-05T04:58:10.854883Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9819f2480f9c9a3282b38183beda22af40a896a539bb762f48e9b2c051d5fbb3

Aliases

arxiv: 2209.07869 · arxiv_version: 2209.07869v1 · doi: 10.48550/arxiv.2209.07869 · pith_short_12: TAM7ESAPTSND · pith_short_16: TAM7ESAPTSNDFAVT · pith_short_8: TAM7ESAP

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/TAM7ESAPTSNDFAVTQGB35WRCV5 \
  | 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: 9819f2480f9c9a3282b38183beda22af40a896a539bb762f48e9b2c051d5fbb3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "185cd06c59f6444c9bf2f27a3feaf8a534be28159fd6fe40f30451cddc5ff9ae",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2022-09-16T11:51:58Z",
    "title_canon_sha256": "f7b2d384019d8a274855b3b8ecb368ff5a55f8c49f2606a0aac4e93ebb82b995"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.07869",
    "kind": "arxiv",
    "version": 1
  }
}