Pith. sign in
Pith Number

pith:MMGVCM34

pith:2022:MMGVCM34NK37Z3N3GRHWCGHXP2
not attested not anchored not stored refs pending

Energy-Efficient Adaptive Machine Learning on IoT End-Nodes With Class-Dependent Confidence

Alessio Burrello, Daniele Jahier Pagliari, Enrico Macii, Francesco Daghero, Luca Benini, Massimo Poncino

arxiv:2204.03431 v1 · 2022-04-07 · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{MMGVCM34NK37Z3N3GRHWCGHXP2}

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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 2026-07-05T04:12:29.976264Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

630d51337c6ab7fcedbb344f6118f77e9b1cbbab0661ec1f732e91bd1fff7e12

Aliases

arxiv: 2204.03431 · arxiv_version: 2204.03431v1 · doi: 10.48550/arxiv.2204.03431 · pith_short_12: MMGVCM34NK37 · pith_short_16: MMGVCM34NK37Z3N3 · pith_short_8: MMGVCM34
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/MMGVCM34NK37Z3N3GRHWCGHXP2 \
  | 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: 630d51337c6ab7fcedbb344f6118f77e9b1cbbab0661ec1f732e91bd1fff7e12
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "35c18a9b92e2382fda60373e70ce4c34cac1692423c433237c1b09d12beeffb0",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-04-07T13:22:52Z",
    "title_canon_sha256": "4600e4ddf7212d6b2b25aea38bc70fa8a06434029913784e41b925b52e8fe309"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.03431",
    "kind": "arxiv",
    "version": 1
  }
}