Pith Number

pith:JDB4QXGJ

pith:2024:JDB4QXGJQDZNLCM2G3TBOZMA53

not attested not anchored not stored refs pending

Disaggregated Multi-Tower: Topology-aware Modeling Technique for Efficient Large-Scale Recommendation

Buyun Zhang, Ching-Hsiang Chu, Dheevatsa Mudigere, Ellie Dingqiao Wen, Guna Lakshminarayanan, Jongsoo Park, Liang Luo, Maxim Naumov, Michael Tsang, Shen Li, Yanli Zhao, Yinbin Ma, Yuchen Hao, Yuxin Chen

arxiv:2403.00877 v3 · 2024-03-01 · cs.LG · cs.DC · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JDB4QXGJQDZNLCM2G3TBOZMA53}

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

2 papers in Pith

LoKA: Low-precision Kernel Applications for Recommendation Models At Scale

Receipt and verification

First computed	2026-07-05T08:14:22.381502Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

48c3c85cc980f2d5899a36e6176580eeec498578c7a7ad676498a744e223de56

Aliases

arxiv: 2403.00877 · arxiv_version: 2403.00877v3 · doi: 10.48550/arxiv.2403.00877 · pith_short_12: JDB4QXGJQDZN · pith_short_16: JDB4QXGJQDZNLCM2 · pith_short_8: JDB4QXGJ

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/JDB4QXGJQDZNLCM2G3TBOZMA53 \
  | 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: 48c3c85cc980f2d5899a36e6176580eeec498578c7a7ad676498a744e223de56

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1440adac3112016e260332eded467947c0b17b59ba100b28acf2c9153e12bb0d",
    "cross_cats_sorted": [
      "cs.DC",
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-01T08:26:44Z",
    "title_canon_sha256": "3240c76c3422ac44d4274c419b8da28aa1630a27eefb0d36abcd0095232546dc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.00877",
    "kind": "arxiv",
    "version": 3
  }
}