Pith Number

pith:HFKO2EKQ

pith:2024:HFKO2EKQIU2BSXQJ6BJKXECYJK

not attested not anchored not stored refs pending

PerLLM: Personalized Inference Scheduling with Edge-Cloud Collaboration for Diverse LLM Services

Chang Zhao, Qi Guo, Wen Ji, Wenkai He, Yuanhao Yang, Zheming Yang

arxiv:2405.14636 v1 · 2024-05-23 · cs.DC · 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{HFKO2EKQIU2BSXQJ6BJKXECYJK}

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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

2 papers in Pith

CoVStream: Edge-Cloud Collaboration for Understanding of Long Video Streams

MSAO: Adaptive Modality Sparsity-Aware Offloading with Edge-Cloud Collaboration for Efficient Multimodal LLM Inference

Receipt and verification

First computed	2026-07-05T08:22:25.978486Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3954ed11504534195e09f052ab90584aa9ec7d52a257335d6fc36e9748997e36

Aliases

arxiv: 2405.14636 · arxiv_version: 2405.14636v1 · doi: 10.48550/arxiv.2405.14636 · pith_short_12: HFKO2EKQIU2B · pith_short_16: HFKO2EKQIU2BSXQJ · pith_short_8: HFKO2EKQ

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/HFKO2EKQIU2BSXQJ6BJKXECYJK \
  | 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: 3954ed11504534195e09f052ab90584aa9ec7d52a257335d6fc36e9748997e36

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "34e2b09921100caf8ab82444a90ebcd11848451a15aee9c8cb94eed665c1cc06",
    "cross_cats_sorted": [
      "cs.NI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2024-05-23T14:41:22Z",
    "title_canon_sha256": "9c48d88875ae8468827ba72053078d73dd5397a0bd0f2c6b322d85c53519cfc5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.14636",
    "kind": "arxiv",
    "version": 1
  }
}