Pith Number

pith:M4L7DHMH

pith:2024:M4L7DHMHQIODPLQGCNKJ2OP2YJ

not attested not anchored not stored refs pending

AdapMoE: Adaptive Sensitivity-based Expert Gating and Management for Efficient MoE Inference

Ling Liang, Meng Li, Ru Huang, Runsheng Wang, Shuzhang Zhong, Yuan Wang

arxiv:2408.10284 v1 · 2024-08-19 · cs.LG

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\usepackage{pith}
\pithnumber{M4L7DHMHQIODPLQGCNKJ2OP2YJ}

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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

1 paper in Pith

Accelerating Edge Inference for Distributed MoE Models with Latency-Optimized Expert Placement

Receipt and verification

First computed	2026-07-05T08:57:09.174630Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6717f19d87821c37ae0613549d39fac27a2fa84605b762d1517c050664257270

Aliases

arxiv: 2408.10284 · arxiv_version: 2408.10284v1 · doi: 10.48550/arxiv.2408.10284 · pith_short_12: M4L7DHMHQIOD · pith_short_16: M4L7DHMHQIODPLQG · pith_short_8: M4L7DHMH

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/M4L7DHMHQIODPLQGCNKJ2OP2YJ \
  | 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: 6717f19d87821c37ae0613549d39fac27a2fa84605b762d1517c050664257270

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a35a73016c83c03f2cbee6a23ed78ebc035cb538b97e2cc9b085957bfa926a2c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-19T03:27:15Z",
    "title_canon_sha256": "bf34bad876c452f15708ba9c28016b2db004cb27952cbd2655703a0f133d8e20"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.10284",
    "kind": "arxiv",
    "version": 1
  }
}