Pith Number

pith:CPYDHZKR

pith:2021:CPYDHZKROCX7N4OI66HDCISEIU

not attested not anchored not stored refs pending

Distributed Deep Learning Using Volunteer Computing-Like Paradigm

Ashwini Rao, Birendra Jha, Medha Atre

arxiv:2103.08894 v3 · 2021-03-16 · cs.DC · cs.AI · 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{CPYDHZKROCX7N4OI66HDCISEIU}

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

SwarmHarness: Skill-Based Task Routing via Decentralized Incentive-Aligned AI Agent Networks

Receipt and verification

First computed	2026-07-05T02:43:54.199862Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

13f033e55170aff6f1c8f78e31224445023ac69348f37775659f800176602571

Aliases

arxiv: 2103.08894 · arxiv_version: 2103.08894v3 · doi: 10.48550/arxiv.2103.08894 · pith_short_12: CPYDHZKROCX7 · pith_short_16: CPYDHZKROCX7N4OI · pith_short_8: CPYDHZKR

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/CPYDHZKROCX7N4OI66HDCISEIU \
  | 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: 13f033e55170aff6f1c8f78e31224445023ac69348f37775659f800176602571

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b9fc7488352b99ebf563e6153da8ab8bdf7edeb3bc51540303d180c782ffda9f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2021-03-16T07:32:58Z",
    "title_canon_sha256": "4838c96174144eb882886a7bf9015e27c98b4eb9b18e56103255711f74e57807"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.08894",
    "kind": "arxiv",
    "version": 3
  }
}