Pith Number

pith:VJ5ICIBG

pith:2025:VJ5ICIBGVBLPLREJPF5XYN233R

not attested not anchored not stored refs pending

Distilling Large Language Models for Network Active Queue Management

Anwar Walid, Deol Satish, Jonathan Kua, Shiva Raj Pokhrel

arxiv:2501.16734 v3 · 2025-01-28 · cs.NI · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VJ5ICIBGVBLPLREJPF5XYN233R}

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	2026-07-05T12:02:40.039227Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aa7a812026a856f5c489797b7c375bdc40c426daf4df961ad8858f839b0ed18c

Aliases

arxiv: 2501.16734 · arxiv_version: 2501.16734v3 · doi: 10.48550/arxiv.2501.16734 · pith_short_12: VJ5ICIBGVBLP · pith_short_16: VJ5ICIBGVBLPLREJ · pith_short_8: VJ5ICIBG

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/VJ5ICIBGVBLPLREJPF5XYN233R \
  | 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: aa7a812026a856f5c489797b7c375bdc40c426daf4df961ad8858f839b0ed18c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "deaa01fdc534e26ecc5e2f83218ee21123d209571348df8e92b44246b681cbca",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2025-01-28T06:19:29Z",
    "title_canon_sha256": "c0e333e1c41d74f86a52874417b4cec28a07565172edc64f996fb593e5ca0ce1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.16734",
    "kind": "arxiv",
    "version": 3
  }
}