Pith Number

pith:RYHYKZCU

pith:2024:RYHYKZCU7IUIXXYKABR6WCPIHS

not attested not anchored not stored refs pending

Algorithm Design for Continual Learning in IoT Networks

Lingjie Duan, Shugang Hao

arxiv:2412.16830 v2 · 2024-12-22 · cs.LG · cs.DS · 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{RYHYKZCU7IUIXXYKABR6WCPIHS}

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	2026-07-05T09:53:47.686838Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8e0f856454fa288bdf0a0063eb09e83cb1bb8c09a1a9ae5ba436d7c0bd3ff45a

Aliases

arxiv: 2412.16830 · arxiv_version: 2412.16830v2 · doi: 10.48550/arxiv.2412.16830 · pith_short_12: RYHYKZCU7IUI · pith_short_16: RYHYKZCU7IUIXXYK · pith_short_8: RYHYKZCU

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/RYHYKZCU7IUIXXYKABR6WCPIHS \
  | 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: 8e0f856454fa288bdf0a0063eb09e83cb1bb8c09a1a9ae5ba436d7c0bd3ff45a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "de191a64e2fbec30d338802dbb9395aa13e5176feb909660fdfa50b2aa6d736d",
    "cross_cats_sorted": [
      "cs.DS",
      "cs.NI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-22T02:36:09Z",
    "title_canon_sha256": "673061b65b0d01520198469d7a71c7f78bdc9096e34af44f1a34f64be7aab0dc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.16830",
    "kind": "arxiv",
    "version": 2
  }
}