Pith Number

pith:VIJRIHG4

pith:2025:VIJRIHG4DBOWFBME552BZWH42N

not attested not anchored not stored refs pending

MoE-Gen: High-Throughput MoE Inference on a Single GPU with Module-Based Batching

Adrian Jackson, Leyang Xue, Luo Mai, Tairan Xu, Zhan Lu

arxiv:2503.09716 v1 · 2025-03-12 · 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{VIJRIHG4DBOWFBME552BZWH42N}

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

LayerScope: Predictive Cross-Layer Scheduling for Efficient Multi-Batch MoE Inference on Legacy Servers

On Harnessing Idle Compute at the Edge for Foundation Model Training

Receipt and verification

First computed	2026-07-05T10:30:06.781169Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aa13141cdc185d628584ef741cd8fcd36e9b0b571d2811585986aee5762d3e50

Aliases

arxiv: 2503.09716 · arxiv_version: 2503.09716v1 · doi: 10.48550/arxiv.2503.09716 · pith_short_12: VIJRIHG4DBOW · pith_short_16: VIJRIHG4DBOWFBME · pith_short_8: VIJRIHG4

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/VIJRIHG4DBOWFBME552BZWH42N \
  | 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: aa13141cdc185d628584ef741cd8fcd36e9b0b571d2811585986aee5762d3e50

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7d1317e00360c66671251d90076ec2582aac502b256e52c751b6db81155b5d7b",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2025-03-12T18:08:01Z",
    "title_canon_sha256": "174a11a2569e7cd39d0486b889bb8099a90d4e9d6ab1bcd38f0175426c54f224"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.09716",
    "kind": "arxiv",
    "version": 1
  }
}