Pith Number

pith:WY3ZSJIS

pith:2026:WY3ZSJISEYD5RMKOGBCLQP3PX5

not attested not anchored not stored refs pending

DPIFrame: A Dual-Level Parallelism Acceleration Framework for CTR Model Inference

Dezhi Yi, Haochi Yu, Huifeng Guo, Kunpeng Xie, Ruiming Tang, Wenxuan He, Ye Lu, Zhaolong Jian, Zhenhua Dong

arxiv:2606.21101 v1 · 2026-06-19 · 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{WY3ZSJISEYD5RMKOGBCLQP3PX5}

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	2026-06-23T01:12:30.003664Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b6379925122607d8b14e3044b83f6fbf429a63c072506edeca1e0a6f271411d5

Aliases

arxiv: 2606.21101 · arxiv_version: 2606.21101v1 · doi: 10.48550/arxiv.2606.21101 · pith_short_12: WY3ZSJISEYD5 · pith_short_16: WY3ZSJISEYD5RMKO · pith_short_8: WY3ZSJIS

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/WY3ZSJISEYD5RMKOGBCLQP3PX5 \
  | 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: b6379925122607d8b14e3044b83f6fbf429a63c072506edeca1e0a6f271411d5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c07c335d3d020b99f0c05a21fb720d93a23f4c73bcd486d1abf58af4c3b9ec1f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2026-06-19T05:05:40Z",
    "title_canon_sha256": "46931b789944c5b8d60964c1d2e1c89c0cbdfd738aa37f78c06961ba3ce357fd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.21101",
    "kind": "arxiv",
    "version": 1
  }
}