Pith Number

pith:56ZO75EU

pith:2024:56ZO75EUQK3I5TWLLUO5PCDX34

not attested not anchored not stored refs pending

Optimizing Mixture-of-Experts Inference Time Combining Model Deployment and Communication Scheduling

Jialong Li, Lakshay Rastogi, Rui Pan, Shreyansh Tripathi, Yiming Lei, Yiting Xia

arxiv:2410.17043 v1 · 2024-10-22 · cs.LG · cs.NI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{56ZO75EUQK3I5TWLLUO5PCDX34}

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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

3 papers in Pith

SpaceMoE: Realizing Distributed Mixture-of-Experts Inference over Space Networks

Patterns behind Chaos: Forecasting Data Movement for Efficient Large-Scale MoE LLM Inference

SpaceMoE: Realizing Distributed Mixture-of-Experts Inference over Space Networks

Receipt and verification

First computed	2026-07-05T09:24:11.174711Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

efb2eff49482b68ececb5d1dd78877df0f90879c87ad0c9225546fcfd1fbb1bd

Aliases

arxiv: 2410.17043 · arxiv_version: 2410.17043v1 · doi: 10.48550/arxiv.2410.17043 · pith_short_12: 56ZO75EUQK3I · pith_short_16: 56ZO75EUQK3I5TWL · pith_short_8: 56ZO75EU

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/56ZO75EUQK3I5TWLLUO5PCDX34 \
  | 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: efb2eff49482b68ececb5d1dd78877df0f90879c87ad0c9225546fcfd1fbb1bd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "042bceb2c0e8c0642c59c59c5e52ba4fcb7888bdf020419ce87e3c070d80e3bc",
    "cross_cats_sorted": [
      "cs.NI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-22T14:19:29Z",
    "title_canon_sha256": "da253c3362cca667a1e6d09317acfe6187fa8ad081ab8fa4cdf16959ccfe0b64"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.17043",
    "kind": "arxiv",
    "version": 1
  }
}