pith. sign in
Pith Number

pith:QJSS2W45

pith:2019:QJSS2W45YPRKI3C3CCOB6TTBG7
not attested not anchored not stored refs pending

Data-Driven Machine Learning Techniques for Self-healing in Cellular Wireless Networks: Challenges and Solutions

Ekram Hossain, Kun Zhu, Tao Zhang

arxiv:1906.06357 v1 · 2019-06-14 · cs.NI · cs.LG · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{QJSS2W45YPRKI3C3CCOB6TTBG7}

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 2026-05-17T23:43:13.935782Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

82652d5b9dc3e2a46c5b109c1f4e6137f423f0bc83125eb164f3d44239a9287b

Aliases

arxiv: 1906.06357 · arxiv_version: 1906.06357v1 · doi: 10.48550/arxiv.1906.06357 · pith_short_12: QJSS2W45YPRK · pith_short_16: QJSS2W45YPRKI3C3 · pith_short_8: QJSS2W45
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/QJSS2W45YPRKI3C3CCOB6TTBG7 \
  | 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: 82652d5b9dc3e2a46c5b109c1f4e6137f423f0bc83125eb164f3d44239a9287b
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e810d6e300209dcff7a32cf98e7b1658ba54ebc27bf53a518a8f7ee00f709c4b",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2019-06-14T18:16:21Z",
    "title_canon_sha256": "3e5ba5694edceab1a87b4889a7ebff5437c949830c219c62a1aab084bd6e43b7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.06357",
    "kind": "arxiv",
    "version": 1
  }
}