Pith Number

pith:SOHU6SN6

pith:2022:SOHU6SN6ZLJAP7XRX6E2PAHI4Q

not attested not anchored not stored refs pending

Online Learning for Orchestration of Inference in Multi-User End-Edge-Cloud Networks

Amir M.Rahmani, Anil Kanduri, Bryan Donyanavard, Dongjoo Seo, Nikil Dutt, Sina Shahhosseini, Sung-soo Lim, Tianyi Hu

arxiv:2202.10541 v1 · 2022-02-21 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SOHU6SN6ZLJAP7XRX6E2PAHI4Q}

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.

Receipt and verification

First computed	2026-07-05T03:59:05.375772Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

938f4f49becad207fef1bf89a780e8e40fc533acff3c6d77918249e320ea42ee

Aliases

arxiv: 2202.10541 · arxiv_version: 2202.10541v1 · doi: 10.48550/arxiv.2202.10541 · pith_short_12: SOHU6SN6ZLJA · pith_short_16: SOHU6SN6ZLJAP7XR · pith_short_8: SOHU6SN6

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/SOHU6SN6ZLJAP7XRX6E2PAHI4Q \
  | 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: 938f4f49becad207fef1bf89a780e8e40fc533acff3c6d77918249e320ea42ee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8252a53493845230ac0ac03b6a1aa8c06e693eae5a5ac8a420060c72b00b6223",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-02-21T21:41:29Z",
    "title_canon_sha256": "47443b0fcad6d53ea419fba11023b097730d694d770b00a5f77c7c57bbfedc82"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.10541",
    "kind": "arxiv",
    "version": 1
  }
}