Pith Number

pith:FVQIWQ7S

pith:2025:FVQIWQ7SCCKC3UGBX4BJIZRIOF

not attested not anchored not stored refs pending

Adaptive LLM Routing under Budget Constraints

Chaitanya Devaguptapu, Pranoy Panda, Raghav Magazine, Sho Takemori, Vishal Sharma

arxiv:2508.21141 v2 · 2025-08-28 · cs.LG

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\usepackage{pith}
\pithnumber{FVQIWQ7SCCKC3UGBX4BJIZRIOF}

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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

9 papers in Pith

RouteBalance: Fused Model Routing and Load Balancing for Heterogeneous LLM Serving

Learning to Assign Prediction Tasks to Agents with Capacity Constraints

ParetoBandit: Budget-Paced Adaptive Routing for Non-Stationary LLM Serving

On Time, Within Budget: Constraint-Driven Online Resource Allocation for Agentic Workflows

Retrieval-Conditioned Topology Selection with Provable Budget Conservation for Multi-Agent Code Generation

Receipt and verification

First computed	2026-07-05T12:07:11.091033Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2d608b43f210942dd0c1bf029466287178369f8b6990f9145438812093e85b69

Aliases

arxiv: 2508.21141 · arxiv_version: 2508.21141v2 · doi: 10.48550/arxiv.2508.21141 · pith_short_12: FVQIWQ7SCCKC · pith_short_16: FVQIWQ7SCCKC3UGB · pith_short_8: FVQIWQ7S

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/FVQIWQ7SCCKC3UGBX4BJIZRIOF \
  | 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: 2d608b43f210942dd0c1bf029466287178369f8b6990f9145438812093e85b69

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1f242023fc1c9f88d8efb5e1b4c2beb5f06eb1054eda29e9fb60a57a953a6738",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-28T18:18:19Z",
    "title_canon_sha256": "0811a5dc4a11b6ef3792ceb8d1dca3b731a75ed6610779e57a7ca5e37f068da6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.21141",
    "kind": "arxiv",
    "version": 2
  }
}