Pith Number

pith:HW4KXUH7

pith:2024:HW4KXUH77DDGO6NLKQLNTUO2ZF

not attested not anchored not stored refs pending

BUZZ: Beehive-structured Sparse KV Cache with Segmented Heavy Hitters for Efficient LLM Inference

Junqi Zhao, Shaohui Yang, Shichao He, Shu Li, Zhijin Fang

arxiv:2410.23079 v1 · 2024-10-30 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HW4KXUH77DDGO6NLKQLNTUO2ZF}

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

Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention

Attention Sink in Transformers: A Survey on Utilization, Interpretation, and Mitigation

Receipt and verification

First computed	2026-07-05T09:28:40.763519Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3db8abd0fff8c66779ab5416d9d1dac9632de82c3e119b568afdfc2324fe4578

Aliases

arxiv: 2410.23079 · arxiv_version: 2410.23079v1 · doi: 10.48550/arxiv.2410.23079 · pith_short_12: HW4KXUH77DDG · pith_short_16: HW4KXUH77DDGO6NL · pith_short_8: HW4KXUH7

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/HW4KXUH77DDGO6NLKQLNTUO2ZF \
  | 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: 3db8abd0fff8c66779ab5416d9d1dac9632de82c3e119b568afdfc2324fe4578

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8ab2063c9b8fbf86802648b96e53c503d14484120098e030e067493dca249d9c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-30T14:53:37Z",
    "title_canon_sha256": "91cfbf7321676519667aab1b3550f07096431274afb6f9297796a6ffe83df9e9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.23079",
    "kind": "arxiv",
    "version": 1
  }
}