Pith Number

pith:4J7I2OZJ

pith:2024:4J7I2OZJITRJ7OIHGSZ2ZODI6L

not attested not anchored not stored refs pending

Cloud Atlas: Efficient Fault Localization for Cloud Systems using Language Models and Causal Insight

Christos Kozyrakis, Jonathan Mace, Kun Zhang, Lizi Ottens, Yujia Zheng, Zhiqiang Xie

arxiv:2407.08694 v1 · 2024-07-11 · cs.DC · cs.AI · 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{4J7I2OZJITRJ7OIHGSZ2ZODI6L}

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

3 papers in Pith

Towards In-Depth Root Cause Localization for Microservices with Multi-Agent Recursion-of-Thought

TSGuard: Automated User-Centric Incident Diagnosis for AI Workloads in the Cloud

TRUST: A Framework for Decentralized AI Service v.0.1

Receipt and verification

First computed	2026-07-05T08:42:51.743369Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e27e8d3b2944e29fb90734b3acb868f2dc82d5952e98ef5af01b3f025f8b45be

Aliases

arxiv: 2407.08694 · arxiv_version: 2407.08694v1 · doi: 10.48550/arxiv.2407.08694 · pith_short_12: 4J7I2OZJITRJ · pith_short_16: 4J7I2OZJITRJ7OIH · pith_short_8: 4J7I2OZJ

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/4J7I2OZJITRJ7OIHGSZ2ZODI6L \
  | 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: e27e8d3b2944e29fb90734b3acb868f2dc82d5952e98ef5af01b3f025f8b45be

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6c6cc729bab532c98b448584d8738201f7563c7daafe6cf568d9131dc9d3be07",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2024-07-11T17:31:12Z",
    "title_canon_sha256": "512554af259acc9fe3935a20b667db64dde6eb7bf6c8220df42dae0c0b732f84"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.08694",
    "kind": "arxiv",
    "version": 1
  }
}