Pith Number

pith:XHE3ECVZ

pith:2025:XHE3ECVZAZAT65LRHJ3JWRYYFM

not attested not anchored not stored refs pending

XAI-Driven Client Selection for Federated Learning in Scalable 6G Network Slicing

Christos Verikoukis, Fabrizio Granelli, Martino Chiarani, Swastika Roy

arxiv:2503.12435 v1 · 2025-03-16 · cs.IT · cs.LG · 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{XHE3ECVZAZAT65LRHJ3JWRYYFM}

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	2026-07-05T10:32:43.228614Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b9c9b20ab906413f75713a769b47182b3a3a415d214b30887a9b12426ffbc7e5

Aliases

arxiv: 2503.12435 · arxiv_version: 2503.12435v1 · doi: 10.48550/arxiv.2503.12435 · pith_short_12: XHE3ECVZAZAT · pith_short_16: XHE3ECVZAZAT65LR · pith_short_8: XHE3ECVZ

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/XHE3ECVZAZAT65LRHJ3JWRYYFM \
  | 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: b9c9b20ab906413f75713a769b47182b3a3a415d214b30887a9b12426ffbc7e5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "60c2d73372cb88ce472a19a8dfe6b7ce1d80356bfc49123842f5cd8b5e261f70",
    "cross_cats_sorted": [
      "cs.LG",
      "math.IT"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.IT",
    "submitted_at": "2025-03-16T10:14:25Z",
    "title_canon_sha256": "91fd2b3aa6ee1396f6200b95e102de7cc35d2b353b64792b2226dabaa56e3338"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.12435",
    "kind": "arxiv",
    "version": 1
  }
}