pith. sign in
Pith Number

pith:DL3RB2MI

pith:2018:DL3RB2MI4UZTIFVCCC5OLTKATR
not attested not anchored not stored refs pending

Deep Q-Learning for Dynamic Reliability Aware NFV-Based Service Provisioning

Dusit Niyato, Hamed Kebriaei, Hamed Rahmani Khezri, Mohammad Karimzadeh Farshbafan, Puria Azadi Moghadam, Vahid Shah-Mansouri

arxiv:1812.00737 v1 · 2018-12-03 · cs.NI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{DL3RB2MI4UZTIFVCCC5OLTKATR}

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 2026-05-17T23:59:19.151110Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

1af710e988e5333416a210bae5cd409c4a6fe56055ca3eba0511ff153e8eccc1

Aliases

arxiv: 1812.00737 · arxiv_version: 1812.00737v1 · doi: 10.48550/arxiv.1812.00737 · pith_short_12: DL3RB2MI4UZT · pith_short_16: DL3RB2MI4UZTIFVC · pith_short_8: DL3RB2MI
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/DL3RB2MI4UZTIFVCCC5OLTKATR \
  | 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: 1af710e988e5333416a210bae5cd409c4a6fe56055ca3eba0511ff153e8eccc1
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "dc870bdb994f46ea7a34da2e0ca7b6df11711834cba98365e1b911fe311d8a1c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2018-12-03T13:55:59Z",
    "title_canon_sha256": "278e794aa9b7823f7ee21b39250eee03223a6ee153174496699617418270f397"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.00737",
    "kind": "arxiv",
    "version": 1
  }
}