Pith Number

pith:D3JCBPZ5

pith:2024:D3JCBPZ5A5I3ULPLAZEYHXAOOS

not attested not anchored not stored refs pending

Multi-Bin Batching for Increasing LLM Inference Throughput

Jackson Kunde, Kangwook Lee, Ozgur Guldogan, Ramtin Pedarsani

arxiv:2412.04504 v1 · 2024-12-03 · cs.CL · cs.DC · cs.LG · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{D3JCBPZ5A5I3ULPLAZEYHXAOOS}

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

1 paper in Pith

A Queueing-Theoretic Framework for Stability Analysis of LLM Inference with KV Cache Memory Constraints

Receipt and verification

First computed	2026-07-05T09:45:18.705975Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1ed220bf3d0751ba2deb064983dc0e748a89efd77a73eaac4a8942eaafe8add7

Aliases

arxiv: 2412.04504 · arxiv_version: 2412.04504v1 · doi: 10.48550/arxiv.2412.04504 · pith_short_12: D3JCBPZ5A5I3 · pith_short_16: D3JCBPZ5A5I3ULPL · pith_short_8: D3JCBPZ5

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/D3JCBPZ5A5I3ULPLAZEYHXAOOS \
  | 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: 1ed220bf3d0751ba2deb064983dc0e748a89efd77a73eaac4a8942eaafe8add7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ba4d6118e74e300acbd794fcdb42dba309967ab7fa435f69996d17649bb38dd7",
    "cross_cats_sorted": [
      "cs.DC",
      "cs.LG",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-03T03:16:12Z",
    "title_canon_sha256": "fdd390199113ff7bff1b1bc557026397e048800e75bd1a4093358aeceae00867"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.04504",
    "kind": "arxiv",
    "version": 1
  }
}