Pith Number

pith:SDUSFBJV

pith:2025:SDUSFBJVF5NR7RR4RZORWNLRUH

not attested not anchored not stored refs pending

Hiding Latencies in Network-Based Image Loading for Deep Learning

Francesco Versaci, Giovanni Busonera

arxiv:2503.22643 v2 · 2025-03-28 · 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{SDUSFBJVF5NR7RR4RZORWNLRUH}

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

EMLIO: Minimizing I/O Latency and Energy Consumption for Large-Scale AI Training

Receipt and verification

First computed	2026-07-05T12:05:15.422487Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

90e92285352f5b1fc63c8e5d1b3571a1e6e0540bc0845351db9d20012f4a6ec0

Aliases

arxiv: 2503.22643 · arxiv_version: 2503.22643v2 · doi: 10.48550/arxiv.2503.22643 · pith_short_12: SDUSFBJVF5NR · pith_short_16: SDUSFBJVF5NR7RR4 · pith_short_8: SDUSFBJV

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/SDUSFBJVF5NR7RR4RZORWNLRUH \
  | 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: 90e92285352f5b1fc63c8e5d1b3571a1e6e0540bc0845351db9d20012f4a6ec0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "69ad40a501a93dd6c1cd3835bc85ca58b98fbbc2ad606be3dd1eb5f465c64308",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2025-03-28T17:31:03Z",
    "title_canon_sha256": "0c726984543096a97df733a4df35468e4eaca70387a81df92ec0af164ea0e82d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.22643",
    "kind": "arxiv",
    "version": 2
  }
}