Pith. sign in
Pith Number

pith:VW4PSKC3

pith:2025:VW4PSKC3G3ZLC47DCX3PQW4BGC
not attested not anchored not stored refs pending

Reinforcement Learning Controlled Adaptive PSO for Task Offloading in IIoT Edge Computing

Aneesh Krishna, Minod Perera, Sajib Mistry, Sheik Mohammad Mostakim Fattah

arxiv:2501.15203 v1 · 2025-01-25 · cs.LG · cs.DC

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{VW4PSKC3G3ZLC47DCX3PQW4BGC}

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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.
Receipt and verification
First computed 2026-07-05T10:05:49.296265Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

adb8f9285b36f2b173e315f6f85b8130a6ef0bf5ac0051b1371921523e301efc

Aliases

arxiv: 2501.15203 · arxiv_version: 2501.15203v1 · doi: 10.48550/arxiv.2501.15203 · pith_short_12: VW4PSKC3G3ZL · pith_short_16: VW4PSKC3G3ZLC47D · pith_short_8: VW4PSKC3
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/VW4PSKC3G3ZLC47DCX3PQW4BGC \
  | 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: adb8f9285b36f2b173e315f6f85b8130a6ef0bf5ac0051b1371921523e301efc
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "c757450fbfc06246283e521022ecf3a286bd90a1c0b690133a294cb219e20d7f",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-25T13:01:54Z",
    "title_canon_sha256": "a5843354d706161eacca3ad175b52f14f4a095cd5d2b98e1dff29ded379d037a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.15203",
    "kind": "arxiv",
    "version": 1
  }
}