Pith Number

pith:XY3VTTMS

pith:2021:XY3VTTMSH46PPK2M2VRXPMODG6

not attested not anchored not stored refs pending

Exploring the Impact of Virtualization on the Usability of the Deep Learning Applications

Davood G. Samani, Mohsen Amini Salehi

arxiv:2112.09780 v1 · 2021-12-17 · cs.DC · cs.AI · cs.PF

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XY3VTTMSH46PPK2M2VRXPMODG6}

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	2026-07-05T03:41:50.868456Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

be3759cd923f3cf7ab4cd56377b1c33795f07cd0d6e841259168ff28acb7848d

Aliases

arxiv: 2112.09780 · arxiv_version: 2112.09780v1 · doi: 10.48550/arxiv.2112.09780 · pith_short_12: XY3VTTMSH46P · pith_short_16: XY3VTTMSH46PPK2M · pith_short_8: XY3VTTMS

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/XY3VTTMSH46PPK2M2VRXPMODG6 \
  | 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: be3759cd923f3cf7ab4cd56377b1c33795f07cd0d6e841259168ff28acb7848d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "954c092a05687e2928648158f3223bbcc7a6b8aee71901c0e8c44835bf97b8d8",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.PF"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2021-12-17T21:51:34Z",
    "title_canon_sha256": "efd21163014d1ee9cbf3aa798dc8a1bf7b24924dd299da1e46ccd3152d2735d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.09780",
    "kind": "arxiv",
    "version": 1
  }
}