Pith Number

pith:L5RUKRNJ

pith:2024:L5RUKRNJRPZOZPSBLSOBWKMFYO

not attested not anchored not stored refs pending

FastSwitch: Optimizing Context Switching Efficiency in Fairness-aware Large Language Model Serving

Ao Shen, Mingyu Gao, Zhiyao Li

arxiv:2411.18424 v1 · 2024-11-27 · cs.LG · 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{L5RUKRNJRPZOZPSBLSOBWKMFYO}

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

FMplex: Model Virtualization for Serving Extensible Foundation Models

Towards Multi-Model LLM Schedulers: Empirical Insights into Offloading and Preemption

Tutti: Making SSD-Backed KV Cache Practical for Long-Context LLM Serving

Receipt and verification

First computed	2026-07-05T09:41:16.417997Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5f634545a98bf2ecbe415c9c1b2985c390139e27f6375c12f82cd0ec8dd0b417

Aliases

arxiv: 2411.18424 · arxiv_version: 2411.18424v1 · doi: 10.48550/arxiv.2411.18424 · pith_short_12: L5RUKRNJRPZO · pith_short_16: L5RUKRNJRPZOZPSB · pith_short_8: L5RUKRNJ

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/L5RUKRNJRPZOZPSBLSOBWKMFYO \
  | 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: 5f634545a98bf2ecbe415c9c1b2985c390139e27f6375c12f82cd0ec8dd0b417

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8b97504613f4ff6e67ccaac004fd47ffc367ccbb7ac8782d8a6f3d4a1a0211a1",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-27T15:07:28Z",
    "title_canon_sha256": "a9b933017ad4ef296cba8ba936cca052d1ad0fe6270b408ea7d539cfba584ec8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.18424",
    "kind": "arxiv",
    "version": 1
  }
}