Pith. sign in
Pith Number

pith:HDPZUNQF

pith:2022:HDPZUNQF3MPSCUYWIOMG5KSD4D
not attested not anchored not stored refs pending

Segmented Learning for Class-of-Service Network Traffic Classification

Akram Bin Sediq, Hatem Abou-Zeid, Ramy Atawia, Sihao Zhao, Xiao-Ping Zhang, Yoga Suhas Kuruba Manjunath

arxiv:2208.01793 v1 · 2022-08-03 · eess.SP

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{HDPZUNQF3MPSCUYWIOMG5KSD4D}

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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 2026-07-05T04:45:40.429218Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

38df9a3605db1f21531643986eaa43e0c43468cbb4c4b1b9905d5af1b84db3e1

Aliases

arxiv: 2208.01793 · arxiv_version: 2208.01793v1 · doi: 10.48550/arxiv.2208.01793 · pith_short_12: HDPZUNQF3MPS · pith_short_16: HDPZUNQF3MPSCUYW · pith_short_8: HDPZUNQF
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/HDPZUNQF3MPSCUYWIOMG5KSD4D \
  | 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: 38df9a3605db1f21531643986eaa43e0c43468cbb4c4b1b9905d5af1b84db3e1
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "3148f071622cc1cdd5779c3b5f3d8a347bcfe4594ca838aaa41c0a285a4351a2",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2022-08-03T00:26:56Z",
    "title_canon_sha256": "42556b37bb548b151313f7747a57f58a32b9db6e0e7d1b06d2879cbfb1926120"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.01793",
    "kind": "arxiv",
    "version": 1
  }
}