Pith Number

pith:Q2QJQ7GP

pith:2024:Q2QJQ7GPGU5CH2GXAZTHWQN3FC

not attested not anchored not stored refs pending

Adapting Large Language Models for Improving TCP Fairness over WiFi

Jonathan Kua, Shiva Raj Pokhrel, Shyam Kumar Shrestha

arxiv:2412.18200 v1 · 2024-12-24 · cs.NI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Q2QJQ7GPGU5CH2GXAZTHWQN3FC}

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.

Cited by

1 paper in Pith

CCA Reimagined: An Exploratory Study of Large Language Models for Congestion Control

Receipt and verification

First computed	2026-07-05T09:53:51.501964Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

86a0987ccf353a23e8d706667b41bb2885c18d89137f3fcc5dc96f1431101d29

Aliases

arxiv: 2412.18200 · arxiv_version: 2412.18200v1 · doi: 10.48550/arxiv.2412.18200 · pith_short_12: Q2QJQ7GPGU5C · pith_short_16: Q2QJQ7GPGU5CH2GX · pith_short_8: Q2QJQ7GP

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/Q2QJQ7GPGU5CH2GXAZTHWQN3FC \
  | 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: 86a0987ccf353a23e8d706667b41bb2885c18d89137f3fcc5dc96f1431101d29

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d002efa25c66893b4a162368af2cdc783079972d8d1aa8fb0ba5a2e4063e82cb",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2024-12-24T06:11:10Z",
    "title_canon_sha256": "47d6b25504abc8077d1756ade51d328b4ea5b578d8957302f8639044ad2b830a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.18200",
    "kind": "arxiv",
    "version": 1
  }
}