Pith Number

pith:JRIIRCQS

pith:2021:JRIIRCQSMBCHGI7XPISQJC7IVN

not attested not anchored not stored refs pending

Offloading Algorithms for Maximizing Inference Accuracy on Edge Device Under a Time Constraint

Andrea Fresa, Jaya Prakash Champati

arxiv:2112.11413 v1 · 2021-12-21 · 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{JRIIRCQSMBCHGI7XPISQJC7IVN}

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

1 paper in Pith

SneakPeek: Data-Aware Model Selection and Scheduling for Inference Serving on the Edge

Receipt and verification

First computed	2026-07-05T03:42:57.710989Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4c50888a1260447323f77a25048be8ab4a09c52fab8dc73865cb10c1c8f0a199

Aliases

arxiv: 2112.11413 · arxiv_version: 2112.11413v1 · doi: 10.48550/arxiv.2112.11413 · pith_short_12: JRIIRCQSMBCH · pith_short_16: JRIIRCQSMBCHGI7X · pith_short_8: JRIIRCQS

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/JRIIRCQSMBCHGI7XPISQJC7IVN \
  | 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: 4c50888a1260447323f77a25048be8ab4a09c52fab8dc73865cb10c1c8f0a199

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a4f410c131881a9192119b45df36f4c611fc549de895fdb0aa02679feec253fb",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2021-12-21T18:21:24Z",
    "title_canon_sha256": "ee57552be436c0a390314df20368e1031a2131ae13cfa455bbb0aad8918d9464"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.11413",
    "kind": "arxiv",
    "version": 1
  }
}