Pith Number

pith:6YFLO2XL

pith:2020:6YFLO2XLETAAQ6GXVRBEVNTLE6

not attested not anchored not stored refs pending

Deep Learning Training in Facebook Data Centers: Design of Scale-up and Scale-out Systems

Bor-Yiing Su, Changkyu Kim, Dheevatsa Mudigere, Hector Yuen, Isabel Gao, Jiyan Yang, John Kim, Krishnakumar Nair, Maxim Naumov, Mikhail Smelyanskiy, Mustafa Ozdal, Serhat Yilmaz, Srinivas Sridharan, Whitney Zhao, Xiaodong Wang

arxiv:2003.09518 v3 · 2020-03-20 · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6YFLO2XLETAAQ6GXVRBEVNTLE6}

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

3 papers in Pith

Make It Long, Keep It Fast: End-to-End 10K Long User Behavior Sequence Modeling for Billion-Scale Douyin Recommendation

ChipLight: Cross-Layer Optimization of Chiplet Design with Optical Interconnects for LLM Training

Receipt and verification

First computed	2026-07-05T01:27:45.389084Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f60ab76aeb24c00878d7ac424ab66b2785f6c43ac52bb042e4d2d80759717abf

Aliases

arxiv: 2003.09518 · arxiv_version: 2003.09518v3 · doi: 10.48550/arxiv.2003.09518 · pith_short_12: 6YFLO2XLETAA · pith_short_16: 6YFLO2XLETAAQ6GX · pith_short_8: 6YFLO2XL

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/6YFLO2XLETAAQ6GXVRBEVNTLE6 \
  | 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: f60ab76aeb24c00878d7ac424ab66b2785f6c43ac52bb042e4d2d80759717abf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "317cb27b83aad2f3e4959720e34c49b2b0777a29cef6b06d96dca63e8cdb7779",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2020-03-20T22:18:35Z",
    "title_canon_sha256": "1f405d7514ff2cab87a9405b5733100120578694bca08c7ee282124264fd5325"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2003.09518",
    "kind": "arxiv",
    "version": 3
  }
}