Pith Number

pith:333JWGJY

pith:2025:333JWGJYZBPZT3YT45643KOTHM

not attested not anchored not stored refs pending

Adaptive Resource Allocation Optimization Using Large Language Models in Dynamic Wireless Environments

Byonghyo Shim, Hyeonho Noh, Hyun Jong Yang

arxiv:2502.02287 v1 · 2025-02-04 · eess.SY · cs.LG · cs.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{333JWGJYZBPZT3YT45643KOTHM}

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

LLM-Steered Power Allocation for Parallel QPSK-AWGN Channels

Receipt and verification

First computed	2026-07-05T10:09:26.523049Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

def69b1938c85f99ef13e77dcda9d33b06f2d974ecdf81ea7e403627ebfdfe6a

Aliases

arxiv: 2502.02287 · arxiv_version: 2502.02287v1 · doi: 10.48550/arxiv.2502.02287 · pith_short_12: 333JWGJYZBPZ · pith_short_16: 333JWGJYZBPZT3YT · pith_short_8: 333JWGJY

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/333JWGJYZBPZT3YT45643KOTHM \
  | 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: def69b1938c85f99ef13e77dcda9d33b06f2d974ecdf81ea7e403627ebfdfe6a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "05a6098703baa590e517ee5c7a8d06016914bcd1eff863897daa4cfd6229d36a",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2025-02-04T12:56:59Z",
    "title_canon_sha256": "e6386db84738b014beb9efc4ebacdfabd2ea9163de8a3edc71956c7fb36b9362"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.02287",
    "kind": "arxiv",
    "version": 1
  }
}