Pith Number

pith:AEEZEDPO

pith:2024:AEEZEDPO45Z5FNPSXW34GL45PD

not attested not anchored not stored refs pending

Lynx: Enabling Efficient MoE Inference through Dynamic Batch-Aware Expert Selection

Ada Gavrilovska, Anand Padmanabha Iyer, Jae Hyung Ju, Kartik Sinha, Vima Gupta

arxiv:2411.08982 v3 · 2024-11-13 · cs.LG · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AEEZEDPO45Z5FNPSXW34GL45PD}

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

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

Receipt and verification

First computed	2026-05-20T01:04:50.910756Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0109920deee773d2b5f2bdb7c32f9d78d7315c6d3ae44306cb6b5fbe82d94448

Aliases

arxiv: 2411.08982 · arxiv_version: 2411.08982v3 · doi: 10.48550/arxiv.2411.08982 · pith_short_12: AEEZEDPO45Z5 · pith_short_16: AEEZEDPO45Z5FNPS · pith_short_8: AEEZEDPO

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/AEEZEDPO45Z5FNPSXW34GL45PD \
  | 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: 0109920deee773d2b5f2bdb7c32f9d78d7315c6d3ae44306cb6b5fbe82d94448

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "078a05e35e7fd73a4ca7d243a2c53a7f14abc143be01bead5f9a3cc2137d63c5",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-13T19:18:08Z",
    "title_canon_sha256": "774f85c3f3ed8a5b7ec66d58fe86d5c10ce7c2f949ffef134e813aa96cc3d113"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.08982",
    "kind": "arxiv",
    "version": 3
  }
}