Pith Number

pith:YCNZVEXO

pith:2024:YCNZVEXOD7SY7Y3DPHA2UI2NTE

not attested not anchored not stored refs pending

A Survey of AIOps for Failure Management in the Era of Large Language Models

Aiwei Liu, Lingzhe Zhang, Mengxi Jia, Philip S. Yu, Tong Jia, Xuming Hu, Yifan Wu, Ying Li, Yong Yang, Zhonghai Wu

arxiv:2406.11213 v4 · 2024-06-17 · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YCNZVEXOD7SY7Y3DPHA2UI2NTE}

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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

8 papers in Pith

UModel: An Agent-Ready Observability Data Modeling Method at Scale

PropLLM: Propagation-Aware Scene Reconstruction for Network Fault Diagnosis

TeleCom-Bench: How Far Are Large Language Models from Industrial Telecommunication Applications?

Can Language Models Go Beyond Coding? Assessing the Capability of Language Models to Build Real-World Systems

REFLEX: Reference-Free Evaluation of Log Summarization via Large Language Model Judgment

Receipt and verification

First computed	2026-07-05T08:35:47.605364Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c09b9a92ee1fe58fe36379c1aa234d99326d92bfd6bd51359e627c1a0ca70540

Aliases

arxiv: 2406.11213 · arxiv_version: 2406.11213v4 · doi: 10.48550/arxiv.2406.11213 · pith_short_12: YCNZVEXOD7SY · pith_short_16: YCNZVEXOD7SY7Y3D · pith_short_8: YCNZVEXO

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/YCNZVEXOD7SY7Y3DPHA2UI2NTE \
  | 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: c09b9a92ee1fe58fe36379c1aa234d99326d92bfd6bd51359e627c1a0ca70540

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0f83da2af6c0876e33ddcf810d1bb08cedb25f67cadf4dd5e7ff0a8dec6408f9",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-06-17T05:13:24Z",
    "title_canon_sha256": "a84f7a4a00fd52be2108df1e1dcafccbea7040987b15116eac733b4c281501b0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.11213",
    "kind": "arxiv",
    "version": 4
  }
}