Pith Number

pith:RFMUNRTK

pith:2025:RFMUNRTKOEFG6TOSQPNDV2ITMZ

not attested not anchored not stored refs pending

Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services

Lian Lian, Ming Wang, Renzi Meng, Sibo Wang, Song Han, Yilin Li

arxiv:2508.14503 v2 · 2025-08-20 · cs.LG

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\usepackage{pith}
\pithnumber{RFMUNRTKOEFG6TOSQPNDV2ITMZ}

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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

Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks

Receipt and verification

First computed	2026-07-05T11:58:35.706782Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

895946c66a710a6f4dd283da3ae9136670ca92d31f663aadf7609ad7fbdcc605

Aliases

arxiv: 2508.14503 · arxiv_version: 2508.14503v2 · doi: 10.48550/arxiv.2508.14503 · pith_short_12: RFMUNRTKOEFG · pith_short_16: RFMUNRTKOEFG6TOS · pith_short_8: RFMUNRTK

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/RFMUNRTKOEFG6TOSQPNDV2ITMZ \
  | 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: 895946c66a710a6f4dd283da3ae9136670ca92d31f663aadf7609ad7fbdcc605

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "58097d74001aacf713669f1e62d546e30c773c8093873ea2d4e996fdaa545a5b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-20T07:52:36Z",
    "title_canon_sha256": "651bd8c675a52fdc2036251c7973ae5e6af6ceba23851c4bcf3cee210e05d12c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.14503",
    "kind": "arxiv",
    "version": 2
  }
}