Pith Number

pith:XPHEVMZH

pith:2024:XPHEVMZHAC3UVVBAQQLEUAZR73

not attested not anchored not stored refs pending

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data

Daojun Liang, Dongfeng Yuan, Haixia Zhang, Jing Wang, Minggao Zhang

arxiv:2412.00108 v1 · 2024-11-28 · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XPHEVMZHAC3UVVBAQQLEUAZR73}

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.

Cited by

1 paper in Pith

Towards Principled Test-Time Adaptation for Time Series Forecasting

Receipt and verification

First computed	2026-07-05T09:42:36.343343Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bbce4ab32700b74ad42084164a0331fefed5d38a028f966396b77ca7713786bb

Aliases

arxiv: 2412.00108 · arxiv_version: 2412.00108v1 · doi: 10.48550/arxiv.2412.00108 · pith_short_12: XPHEVMZHAC3U · pith_short_16: XPHEVMZHAC3UVVBA · pith_short_8: XPHEVMZH

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/XPHEVMZHAC3UVVBAQQLEUAZR73 \
  | 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: bbce4ab32700b74ad42084164a0331fefed5d38a028f966396b77ca7713786bb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6e6d1500b7986e6d5f8cebbaf845677a08f81f2d69f1a5d44289186456f05e55",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-28T01:39:45Z",
    "title_canon_sha256": "c497ad247551747c2bef28124367d19f5f0c00b99f82dd538029e68d74f74a28"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.00108",
    "kind": "arxiv",
    "version": 1
  }
}