Pith Number

pith:75EPLF6S

pith:2024:75EPLF6SWLX43MCGCSOIFF274D

not attested not anchored not stored refs pending

Large Language Models for Zero Touch Network Configuration Management

Nelson L. S. da Fonseca, Oscar G. Lira, Oscar M. Caicedo

arxiv:2408.13298 v1 · 2024-08-23 · cs.NI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{75EPLF6SWLX43MCGCSOIFF274D}

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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

A Survey on Large Language Models for Communication, Network, and Service Management: Application Insights, Challenges, and Future Directions

Receipt and verification

First computed	2026-07-05T08:58:48.197295Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ff48f597d2b2efcdb046149c82975fe0f14d88e582ee893b2075357c05495e52

Aliases

arxiv: 2408.13298 · arxiv_version: 2408.13298v1 · doi: 10.48550/arxiv.2408.13298 · pith_short_12: 75EPLF6SWLX4 · pith_short_16: 75EPLF6SWLX43MCG · pith_short_8: 75EPLF6S

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/75EPLF6SWLX43MCGCSOIFF274D \
  | 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: ff48f597d2b2efcdb046149c82975fe0f14d88e582ee893b2075357c05495e52

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "53559c37837ecc07be9edf5128f30dccfb1d708c87a3393f4d31c9c462802f6d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2024-08-23T16:37:50Z",
    "title_canon_sha256": "e8fb142aa72a81b4c5f17b89c808deaf72f7f171e5f6acb3520ee29fa6e3c86f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.13298",
    "kind": "arxiv",
    "version": 1
  }
}