Pith Number

pith:KXJ2Q6RO

pith:2024:KXJ2Q6ROJ56BOBPFVRF5TRYPNT

not attested not anchored not stored refs pending

Accelerating Distributed Deep Learning using Lossless Homomorphic Compression

Aditya Akella, Daehyeok Kim, Haoyu Li, Jiayi Chen, Keqiang He, Rohit Dwivedula, Wenfei Wu, Yuchen Xu

arxiv:2402.07529 v1 · 2024-02-12 · cs.DC · cs.DS · cs.LG · cs.NI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KXJ2Q6ROJ56BOBPFVRF5TRYPNT}

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	2026-07-05T07:44:08.271705Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

55d3a87a2e4f7c1705e5ac4bd9c70f6cd7e13e76b6d1a35a087721bb1ae93d23

Aliases

arxiv: 2402.07529 · arxiv_version: 2402.07529v1 · doi: 10.48550/arxiv.2402.07529 · pith_short_12: KXJ2Q6ROJ56B · pith_short_16: KXJ2Q6ROJ56BOBPF · pith_short_8: KXJ2Q6RO

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/KXJ2Q6ROJ56BOBPFVRF5TRYPNT \
  | 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: 55d3a87a2e4f7c1705e5ac4bd9c70f6cd7e13e76b6d1a35a087721bb1ae93d23

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "147d532ff859843ea4a4215a4b31401cbdff5ec3cb5c9a9901ab397b9d28ce8d",
    "cross_cats_sorted": [
      "cs.DS",
      "cs.LG",
      "cs.NI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2024-02-12T09:57:47Z",
    "title_canon_sha256": "6da0162ab05a2984f3ad83e77d547b73e324bf4261bb6b0a9c9e0dbb7993ac43"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.07529",
    "kind": "arxiv",
    "version": 1
  }
}