Pith Number

pith:BD23KCAY

pith:2024:BD23KCAYO6AO54EDQGEVYDMHDU

not attested not anchored not stored refs pending

Adaptive Heuristics for Scheduling DNN Inferencing on Edge and Cloud for Personalized UAV Fleets

Harshil Gupta, Radhika Mittal, Suman Raj, Yogesh Simmhan

arxiv:2412.20860 v2 · 2024-12-30 · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BD23KCAYO6AO54EDQGEVYDMHDU}

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	2026-07-05T10:53:50.674305Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

08f5b508187780eef08381895c0d871d3fc82dca2ef62a0ca509c045ec106303

Aliases

arxiv: 2412.20860 · arxiv_version: 2412.20860v2 · doi: 10.48550/arxiv.2412.20860 · pith_short_12: BD23KCAYO6AO · pith_short_16: BD23KCAYO6AO54ED · pith_short_8: BD23KCAY

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/BD23KCAYO6AO54EDQGEVYDMHDU \
  | 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: 08f5b508187780eef08381895c0d871d3fc82dca2ef62a0ca509c045ec106303

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f62beb87a8c526b189b7473811c507c176af17cb6b0c654e1cc50f25af7606bc",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2024-12-30T10:58:48Z",
    "title_canon_sha256": "731cd4c9e183ea3c7b46e5f8ef2de947c7e2d19721a0528c9dd654842ba08167"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.20860",
    "kind": "arxiv",
    "version": 2
  }
}