pith. sign in
Pith Number

pith:SCXFDBOF

pith:2019:SCXFDBOFBFTTKMKXWGQDF5BNTJ
not attested not anchored not stored refs pending

Improving Device-Edge Cooperative Inference of Deep Learning via 2-Step Pruning

Lu Geng, Sheng Zhou, Wenqi Shi, Yang Zhang, Yunzhong Hou, Zhisheng Niu

arxiv:1903.03472 v1 · 2019-03-08 · cs.NI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{SCXFDBOFBFTTKMKXWGQDF5BNTJ}

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 2026-05-17T23:51:45.396679Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

90ae5185c50967353157b1a032f42d9a62099a6691274b58a215d060969fda22

Aliases

arxiv: 1903.03472 · arxiv_version: 1903.03472v1 · doi: 10.48550/arxiv.1903.03472 · pith_short_12: SCXFDBOFBFTT · pith_short_16: SCXFDBOFBFTTKMKX · pith_short_8: SCXFDBOF
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/SCXFDBOFBFTTKMKXWGQDF5BNTJ \
  | 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: 90ae5185c50967353157b1a032f42d9a62099a6691274b58a215d060969fda22
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "0656de67f085b2001ad8ab393e71e89661afac0fdb3fb0d090d169ead8de8647",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2019-03-08T14:44:56Z",
    "title_canon_sha256": "a93a131e37776a7a51de445061161863b440a43d3a1bcd9723965f31246cc6c0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1903.03472",
    "kind": "arxiv",
    "version": 1
  }
}