Pith Number

pith:UNG4LOKJ

pith:2024:UNG4LOKJZG3WO7Z4XIEW66D53Q

not attested not anchored not stored refs pending

Towards an AI/ML-driven SMO Framework in O-RAN: Scenarios, Solutions, and Challenges

Bin Han, Hans D. Schotten, Ignacio Labrador Pavon, Merve Saimler, Mohammad Asif Habibi

arxiv:2409.05092 v1 · 2024-09-08 · 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{UNG4LOKJZG3WO7Z4XIEW66D53Q}

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

1 paper in Pith

ACCoRD: Actor-Critic Conflict Resolution with Deep learning for O-RAN xApps

Receipt and verification

First computed	2026-07-05T09:04:43.980492Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a34dc5b949c9b7677f3cba096f787ddc290889abcd474d6bb7d64e4441c49508

Aliases

arxiv: 2409.05092 · arxiv_version: 2409.05092v1 · doi: 10.48550/arxiv.2409.05092 · pith_short_12: UNG4LOKJZG3W · pith_short_16: UNG4LOKJZG3WO7Z4 · pith_short_8: UNG4LOKJ

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/UNG4LOKJZG3WO7Z4XIEW66D53Q \
  | 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: a34dc5b949c9b7677f3cba096f787ddc290889abcd474d6bb7d64e4441c49508

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9637c26bbfb003362a37583e6fef291b24b61e6ec78b89ca66276dc12810ad08",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2024-09-08T13:33:40Z",
    "title_canon_sha256": "00d1d678543488f5c7a154d9c48ca022be0ebc62b372b06c3a974b2b2083c9b4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.05092",
    "kind": "arxiv",
    "version": 1
  }
}