Pith Number

pith:RM2U7A2M

pith:2025:RM2U7A2MEXJ6REXCOAAMML7L6V

not attested not anchored not stored refs pending

Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing

Chuan Wu, Mengfan Liu, Wei Wang

arxiv:2501.05313 v1 · 2025-01-09 · 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{RM2U7A2MEXJ6REXCOAAMML7L6V}

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

1 paper in Pith

Hecto: Modular Sparse Experts for Adaptive and Interpretable Reasoning

Receipt and verification

First computed	2026-07-05T09:59:07.902014Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8b354f834c25d3e892e27000c62febf540dc00e3fc7f8c2944db0227a729203a

Aliases

arxiv: 2501.05313 · arxiv_version: 2501.05313v1 · doi: 10.48550/arxiv.2501.05313 · pith_short_12: RM2U7A2MEXJ6 · pith_short_16: RM2U7A2MEXJ6REXC · pith_short_8: RM2U7A2M

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/RM2U7A2MEXJ6REXCOAAMML7L6V \
  | 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: 8b354f834c25d3e892e27000c62febf540dc00e3fc7f8c2944db0227a729203a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3110b57eddf080384c5c9f374d688394d18b1b863c9f521666c31afe42e3866f",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2025-01-09T15:29:33Z",
    "title_canon_sha256": "e62509acfb90e34dde10affe735ef4a4f4e515faf744a67b0a8c12fc773b9fa6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.05313",
    "kind": "arxiv",
    "version": 1
  }
}