Pith Number

pith:HIBUTUQX

pith:2025:HIBUTUQXU4NNS6CVHDCEYXH6G3

not attested not anchored not stored refs pending

Serving Long-Context LLMs at the Mobile Edge: Test-Time Reinforcement Learning-based Model Caching and Inference Offloading

Christopher G. Brinton, Dusit Niyato, Minrui Xu

arxiv:2501.14205 v1 · 2025-01-24 · cs.NI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HIBUTUQXU4NNS6CVHDCEYXH6G3}

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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

1 paper in Pith

The Price of Anarchy in Disaggregated Inference

Receipt and verification

First computed	2026-07-05T10:04:47.182965Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3a0349d217a71ad9785538c44c5cfe36fb742c720baf51508f299f1c362ec8b9

Aliases

arxiv: 2501.14205 · arxiv_version: 2501.14205v1 · doi: 10.48550/arxiv.2501.14205 · pith_short_12: HIBUTUQXU4NN · pith_short_16: HIBUTUQXU4NNS6CV · pith_short_8: HIBUTUQX

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/HIBUTUQXU4NNS6CVHDCEYXH6G3 \
  | 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: 3a0349d217a71ad9785538c44c5cfe36fb742c720baf51508f299f1c362ec8b9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5559450ee702375fe65b1e3f3320c4d642e172aab422d3f68482de1eba9671c9",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2025-01-24T03:21:20Z",
    "title_canon_sha256": "6a732f56f340ef8329248d1458229e14dd43fa2d7afd0b57f42c7b45ccd2e7ff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.14205",
    "kind": "arxiv",
    "version": 1
  }
}