Pith Number

pith:7W6Y5FTA

pith:2025:7W6Y5FTAI27QA4MH2HV7B2IHCJ

not attested not anchored not stored refs pending

Graph Reinforcement Learning for QoS-Aware Load Balancing in Open Radio Access Networks

Hosein Nikopour, Omid Semiari, Shilpa Talwar

arxiv:2504.19499 v1 · 2025-04-28 · cs.AI · cs.IT · cs.LG · cs.NI · eess.SP · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7W6Y5FTAI27QA4MH2HV7B2IHCJ}

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

Deep Reinforcement Learning-based Cell DTX/DRX Configuration for Network Energy Saving

Receipt and verification

First computed	2026-07-05T10:54:58.412409Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fdbd8e966046bf007187d1ebf0e907125ef2835e2d7c7988d9bce6d08f9eacfa

Aliases

arxiv: 2504.19499 · arxiv_version: 2504.19499v1 · doi: 10.48550/arxiv.2504.19499 · pith_short_12: 7W6Y5FTAI27Q · pith_short_16: 7W6Y5FTAI27QA4MH · pith_short_8: 7W6Y5FTA

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/7W6Y5FTAI27QA4MH2HV7B2IHCJ \
  | 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: fdbd8e966046bf007187d1ebf0e907125ef2835e2d7c7988d9bce6d08f9eacfa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "45c222b71fbf293d96991fe01190cdf23bd448df18ce56f85eb5f39b0269a76d",
    "cross_cats_sorted": [
      "cs.IT",
      "cs.LG",
      "cs.NI",
      "eess.SP",
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-04-28T05:41:31Z",
    "title_canon_sha256": "693ebdc7f8bda3ff6b6fae2bb3d341dac85059b08895f5cce47f0fc48f31b382"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.19499",
    "kind": "arxiv",
    "version": 1
  }
}