Pith Number

pith:LQ67J327

pith:2024:LQ67J327Y7FCBDZMKQVT7BBEEL

not attested not anchored not stored refs pending

Inference without Interference: Disaggregate LLM Inference for Mixed Downstream Workloads

Chenxi Wang, Cunchen Hu, Hao Feng, Heyang Huang, Jiang Xu, Liangliang Xu, Ninghui Sun, Sa Wang, Shuang Chen, Xusheng Chen, Yizhou Shan, Yungang Bao

arxiv:2401.11181 v1 · 2024-01-20 · cs.DC

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\usepackage{pith}
\pithnumber{LQ67J327Y7FCBDZMKQVT7BBEEL}

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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

12 papers in Pith

Geometry-Aware Online Scheduling for LLM Serving: From Theoretical Bound to System Practice

Towards Load-Aware Prefill Deflection for Disaggregated LLM Serving

Demystifying the Design Space and Best Practices for Heterogeneous LLM Inference and Serving

Human-Less LLM Serving: Quantifying the Human Tax on Throughput

Demystifying the Design Space and Best Practices for Heterogeneous LLM Inference and Serving

Receipt and verification

First computed	2026-07-05T07:35:46.979718Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5c3df4ef5fc7ca208f2c542b3f842422f951e6ef191224a942afb6d32c5175a2

Aliases

arxiv: 2401.11181 · arxiv_version: 2401.11181v1 · doi: 10.48550/arxiv.2401.11181 · pith_short_12: LQ67J327Y7FC · pith_short_16: LQ67J327Y7FCBDZM · pith_short_8: LQ67J327

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/LQ67J327Y7FCBDZMKQVT7BBEEL \
  | 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: 5c3df4ef5fc7ca208f2c542b3f842422f951e6ef191224a942afb6d32c5175a2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ed8802b9c11510eed3006ebc8ab3f699a9e9a5e7c8e6a70baff78f38ef0e1172",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2024-01-20T09:43:36Z",
    "title_canon_sha256": "d3a72040bd1c172a4fa9938cb59d7622d79a8c6bce1e43194803f6b3f547bf47"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.11181",
    "kind": "arxiv",
    "version": 1
  }
}