Pith. sign in
Pith Number

pith:BRHOT6RO

pith:2022:BRHOT6ROTXCCCHCITZ5KZVFJSN
not attested not anchored not stored refs pending

Decentralized Low-Latency Collaborative Inference via Ensembles on the Edge

Erez Farhan, Hai Morgenstern, May Malka, Nir Shlezinger

arxiv:2206.03165 v1 · 2022-06-07 · cs.LG · cs.DC · eess.SP

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{BRHOT6ROTXCCCHCITZ5KZVFJSN}

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 2026-07-05T04:30:00.625537Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

0c4ee9fa2e9dc4211c489e7aacd4a9935b716fe58536e50bd66e6630fe476060

Aliases

arxiv: 2206.03165 · arxiv_version: 2206.03165v1 · doi: 10.48550/arxiv.2206.03165 · pith_short_12: BRHOT6ROTXCC · pith_short_16: BRHOT6ROTXCCCHCI · pith_short_8: BRHOT6RO
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/BRHOT6ROTXCCCHCITZ5KZVFJSN \
  | 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: 0c4ee9fa2e9dc4211c489e7aacd4a9935b716fe58536e50bd66e6630fe476060
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "0177e1e62efb6aeaa4cfbea081cd7a7213e897f5ec519abe92749a7bed08e39e",
    "cross_cats_sorted": [
      "cs.DC",
      "eess.SP"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-07T10:24:20Z",
    "title_canon_sha256": "caa83266d2fc86947f0b82d0e9d47cf218da5d30351eada1b1ded625ed3f0297"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.03165",
    "kind": "arxiv",
    "version": 1
  }
}