Pith Number

pith:YY4UVKZW

pith:2024:YY4UVKZWWBWBVLXPEV52QQPXYC

not attested not anchored not stored refs pending

Lancet: Accelerating Mixture-of-Experts Training via Whole Graph Computation-Communication Overlapping

Chenyu Jiang, Chuan Wu, Shuai Zheng, Ye Tian, Yida Wang, Zhen Jia

arxiv:2404.19429 v1 · 2024-04-30 · cs.DC · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YY4UVKZWWBWBVLXPEV52QQPXYC}

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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.

Cited by

4 papers in Pith

Resource-aware Computation-Communication Overlap for multi-GPU ML Workloads

HyperParallel-MoE: Multi-Core Interleaved Scheduling for Fast MoE Training on Ascend NPUs

CLEAR-MoE: Shared-Basis Expert Extraction from Frozen Vision Transformers via Calibration-Driven Layer Selection

HyperParallel-MoE: Multi-Core Interleaved Scheduling for Fast MoE Training on Ascend NPUs

Receipt and verification

First computed	2026-07-05T08:13:43.649942Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c6394aab36b06c1aaeef257ba841f7c0aeb6f5161c086cd9efb1469c50dd8c2b

Aliases

arxiv: 2404.19429 · arxiv_version: 2404.19429v1 · doi: 10.48550/arxiv.2404.19429 · pith_short_12: YY4UVKZWWBWB · pith_short_16: YY4UVKZWWBWBVLXP · pith_short_8: YY4UVKZW

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/YY4UVKZWWBWBVLXPEV52QQPXYC \
  | 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: c6394aab36b06c1aaeef257ba841f7c0aeb6f5161c086cd9efb1469c50dd8c2b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6c4a37525e4e5e2942d8c32636547841a3579f5d278af0f08ece275ccfe64036",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2024-04-30T10:17:21Z",
    "title_canon_sha256": "4c6a7ba1498591e9fb1fa069262ae2a29e52277f5c8fa051be1b2c88f7a1914a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.19429",
    "kind": "arxiv",
    "version": 1
  }
}