Pith. sign in
Pith Number

pith:YD5EYJCG

pith:2025:YD5EYJCG7T74HKJ5WIUN2ZF7KY
not attested not anchored not stored refs pending

Attention Enhanced Entity Recommendation for Intelligent Monitoring in Cloud Systems

Anjaly Parayil, Anson Bastos, Ayush Choure, Chetan Bansal, Fiza Husain, Rujia Wang, Saravan Rajmohan

arxiv:2510.20640 v2 · 2025-10-23 · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{YD5EYJCG7T74HKJ5WIUN2ZF7KY}

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.
Receipt and verification
First computed 2026-06-30T02:17:10.814804Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

c0fa4c2446fcffc3a93db228dd64bf562b4e03060cba7d81513e30a1030a9a92

Aliases

arxiv: 2510.20640 · arxiv_version: 2510.20640v2 · doi: 10.48550/arxiv.2510.20640 · pith_short_12: YD5EYJCG7T74 · pith_short_16: YD5EYJCG7T74HKJ5 · pith_short_8: YD5EYJCG
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/YD5EYJCG7T74HKJ5WIUN2ZF7KY \
  | 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: c0fa4c2446fcffc3a93db228dd64bf562b4e03060cba7d81513e30a1030a9a92
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d1f687b1feecfc03da209683fb987ec212c3f0e3bde4c177ae139c4864f108c4",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-10-23T15:14:09Z",
    "title_canon_sha256": "72de86975152a453ec1b562be6e37aa01fae69cc0d0e1f6659f039cf27bcd5b5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.20640",
    "kind": "arxiv",
    "version": 2
  }
}