Pith Number

pith:IYLARS3Z

pith:2024:IYLARS3ZWT3IFAESZIFUZIIZQA

not attested not anchored not stored refs pending

APEX: An Extensible and Dynamism-Aware Simulator for Automated Parallel Execution in LLM Serving

Fanny Nina Paravecino, Ronald Pineda, Woosuk Kwon, Yi-Chien Lin

arxiv:2411.17651 v2 · 2024-11-26 · 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{IYLARS3ZWT3IFAESZIFUZIIZQA}

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

8 papers in Pith

KernelSight-LM: A Kernel-Level LLM Inference Simulator

AGENTSERVESIM: A Hardware-aware Simulator for Multi-Turn LLM Agent Serving

KernelSight-LM: A Kernel-Level LLM Inference Simulator

Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation

Frontier: Towards Comprehensive and Accurate LLM Inference Simulation

Receipt and verification

First computed	2026-07-05T10:55:54.078297Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

461608cb79b4f6828092ca0b4ca119803a22a8baae8cf339ab5803f48ba69e1d

Aliases

arxiv: 2411.17651 · arxiv_version: 2411.17651v2 · doi: 10.48550/arxiv.2411.17651 · pith_short_12: IYLARS3ZWT3I · pith_short_16: IYLARS3ZWT3IFAES · pith_short_8: IYLARS3Z

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/IYLARS3ZWT3IFAESZIFUZIIZQA \
  | 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: 461608cb79b4f6828092ca0b4ca119803a22a8baae8cf339ab5803f48ba69e1d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1e1eb6efd22ecf86a4b753e5aadc9f67665c1ea8d0aa9de0a3f62c108091592f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2024-11-26T18:16:56Z",
    "title_canon_sha256": "545787f4767aaf2d81de6886ae549066f8663152756146ef4493ab0380194548"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.17651",
    "kind": "arxiv",
    "version": 2
  }
}