Pith Number

pith:FMIIDHTL

pith:2024:FMIIDHTLIGAQIWDZZZ3B5VE2XL

not attested not anchored not stored refs pending

KVDirect: Distributed Disaggregated LLM Inference

Chenyu Jiang, Dezhi YU, Fanlong Meng, Hang Liu, Jinlai Xu, Mengyuan Chao, Rain Jiang, Shiyang Chen, Wei Xu

arxiv:2501.14743 v1 · 2024-12-13 · cs.DC · cs.LG · cs.PF

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FMIIDHTLIGAQIWDZZZ3B5VE2XL}

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

3 papers in Pith

SAC: Disaggregated KV Cache System for Sparse Attention LLMs with CXL

Tackling the Data-Parallel Load Balancing Bottleneck in LLM Serving: Practical Online Routing at Scale

Receipt and verification

First computed	2026-07-05T10:05:17.589784Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2b10819e6b4181045879ce761ed49abad7e2e88b2c0275383ec23d49cea7665f

Aliases

arxiv: 2501.14743 · arxiv_version: 2501.14743v1 · doi: 10.48550/arxiv.2501.14743 · pith_short_12: FMIIDHTLIGAQ · pith_short_16: FMIIDHTLIGAQIWDZ · pith_short_8: FMIIDHTL

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/FMIIDHTLIGAQIWDZZZ3B5VE2XL \
  | 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: 2b10819e6b4181045879ce761ed49abad7e2e88b2c0275383ec23d49cea7665f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d53ca952a30c66d7f9a6237337175e8080436e5f4d04c94f37ae2058fa577bc2",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.PF"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2024-12-13T21:54:16Z",
    "title_canon_sha256": "d740e037425338474500fe89177870e4f78a5b3c61720bc854dc05e18ff6f398"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.14743",
    "kind": "arxiv",
    "version": 1
  }
}