Pith Number

pith:LGWZOFJY

pith:2025:LGWZOFJYZEUUBFYR7VKZXVXFQK

not attested not anchored not stored refs pending

Optimizing Cloud-to-GPU Throughput for Deep Learning With Earth Observation Data

Akram Zaytar, Anthony Ortiz, Caleb Robinson, Gilles Hacheme, Girmaw Abebe Tadesse, Juan M Lavista Ferres, Rahul M Dodhia, Tammy Glazer

arxiv:2506.06235 v1 · 2025-06-06 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LGWZOFJYZEUUBFYR7VKZXVXFQK}

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	2026-07-05T11:17:27.807415Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

59ad971538c929409711fd559bd6e5829948fa89a0ebd421ff3b56455422671b

Aliases

arxiv: 2506.06235 · arxiv_version: 2506.06235v1 · doi: 10.48550/arxiv.2506.06235 · pith_short_12: LGWZOFJYZEUU · pith_short_16: LGWZOFJYZEUUBFYR · pith_short_8: LGWZOFJY

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/LGWZOFJYZEUUBFYR7VKZXVXFQK \
  | 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: 59ad971538c929409711fd559bd6e5829948fa89a0ebd421ff3b56455422671b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "db3929dd3c79888eb5ab5905a65993ef34bd191800188b3ae3435e6124891436",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-06-06T16:54:13Z",
    "title_canon_sha256": "beae87a0ee7d5ebc3ac89f8c8c10e4bce0e2184a9396ec381d71887c44176c2d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.06235",
    "kind": "arxiv",
    "version": 1
  }
}