Pith Number

pith:T2FKSMZ2

pith:2026:T2FKSMZ2DQCYCESZDMWSIQ3OXS

not attested not anchored not stored refs pending

A Scheduling Framework for Efficient MoE Inference on Edge GPU-NDP Systems

Chao Fang, Jiayuan Chen, Li Du, Qi Wu, Ye Lin, Yichuan Bai, Yuan Du, Yueqi Zhang

arxiv:2601.03992 v1 · 2026-01-07 · cs.DC · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{T2FKSMZ2DQCYCESZDMWSIQ3OXS}

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.

Receipt and verification

First computed	2026-07-01T00:17:09.868477Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9e8aa9333a1c058112591b2d24436ebc8dfe3938ecfbf7e97610c43f9e0cc1d5

Aliases

arxiv: 2601.03992 · arxiv_version: 2601.03992v1 · doi: 10.48550/arxiv.2601.03992 · pith_short_12: T2FKSMZ2DQCY · pith_short_16: T2FKSMZ2DQCYCESZ · pith_short_8: T2FKSMZ2

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/T2FKSMZ2DQCYCESZDMWSIQ3OXS \
  | 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: 9e8aa9333a1c058112591b2d24436ebc8dfe3938ecfbf7e97610c43f9e0cc1d5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "181f2ea19aa9ae594e0d2d3b6e55824f20e033a3a9f3d4c35819d655ae5e5f30",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2026-01-07T15:02:57Z",
    "title_canon_sha256": "3eea65d3b93dcca6867cdf12336a6e1689000940cf3536a0528d1abebc3ce3f8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2601.03992",
    "kind": "arxiv",
    "version": 1
  }
}