Pith Number

pith:JJNASO33

pith:2024:JJNASO33PHZZP3ERQM3L5EFHUP

not attested not anchored not stored refs pending

CE-CoLLM: Efficient and Adaptive Large Language Models Through Cloud-Edge Collaboration

Hongpeng Jin, Yanzhao Wu

arxiv:2411.02829 v2 · 2024-11-05 · cs.DC · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JJNASO33PHZZP3ERQM3L5EFHUP}

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

2 papers in Pith

Enabling Cloud-Level Accuracy in Edge AI through IoT Data Preprocessing

Lever: Speculative LLM Inference on Smartphones

Receipt and verification

First computed	2026-07-05T11:17:37.181680Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4a5a093b7b79f397ec918336be90a7a3f2974dced2f9a8d6a6b31e996a824c4b

Aliases

arxiv: 2411.02829 · arxiv_version: 2411.02829v2 · doi: 10.48550/arxiv.2411.02829 · pith_short_12: JJNASO33PHZZ · pith_short_16: JJNASO33PHZZP3ER · pith_short_8: JJNASO33

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/JJNASO33PHZZP3ERQM3L5EFHUP \
  | 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: 4a5a093b7b79f397ec918336be90a7a3f2974dced2f9a8d6a6b31e996a824c4b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3f8c9eb86821747d1973dfc2652af1b932846142d8cf9d830bf54a65bd30327a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2024-11-05T06:00:27Z",
    "title_canon_sha256": "6c0457be7a9970c363fc0b2d48a4f3976e7fb1ffc1e541ffc635d8dc9e8a9acf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.02829",
    "kind": "arxiv",
    "version": 2
  }
}