Pith Number

pith:OLJKZO3Y

pith:2022:OLJKZO3YDMUMGD5ODKIFE7DULT

not attested not anchored not stored refs pending

RIBBON: Cost-Effective and QoS-Aware Deep Learning Model Inference using a Diverse Pool of Cloud Computing Instances

Baolin Li, Devesh Tiwari, Karen Gettings, Rohan Basu Roy, Tirthak Patel, Vijay Gadepally

arxiv:2207.11434 v2 · 2022-07-23 · 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{OLJKZO3YDMUMGD5ODKIFE7DULT}

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	2026-07-05T04:44:21.908236Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

72d2acbb781b28c30fae1a90527c745cd1db9069bcbf2de5ba1eb6973056dfa7

Aliases

arxiv: 2207.11434 · arxiv_version: 2207.11434v2 · doi: 10.48550/arxiv.2207.11434 · pith_short_12: OLJKZO3YDMUM · pith_short_16: OLJKZO3YDMUMGD5O · pith_short_8: OLJKZO3Y

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/OLJKZO3YDMUMGD5ODKIFE7DULT \
  | 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: 72d2acbb781b28c30fae1a90527c745cd1db9069bcbf2de5ba1eb6973056dfa7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9ad3aac0a0c3e48374bcd1b880d6e0e0156ca51c06655cbb6a2359ece656f59b",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2022-07-23T06:45:14Z",
    "title_canon_sha256": "5ca53dd093d4feac696b4d72f56f43b8814df768e11dbc81142a9477c682f991"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.11434",
    "kind": "arxiv",
    "version": 2
  }
}