Pith Number

pith:HQAZUG7C

pith:2024:HQAZUG7CD3UUNCWZW3XJTMXYSM

not attested not anchored not stored refs pending

EaCO: Resource Sharing Dynamics and Its Impact on Energy Efficiency for DNN Training

Kawsar Haghshenas, Mona Hashemi

arxiv:2412.08294 v1 · 2024-12-11 · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HQAZUG7CD3UUNCWZW3XJTMXYSM}

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	2026-07-05T09:47:47.879779Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3c019a1be21ee9468ad9b6ee99b2f89332a495d8dbc43726b4eff6fd51eb9c7c

Aliases

arxiv: 2412.08294 · arxiv_version: 2412.08294v1 · doi: 10.48550/arxiv.2412.08294 · pith_short_12: HQAZUG7CD3UU · pith_short_16: HQAZUG7CD3UUNCWZ · pith_short_8: HQAZUG7C

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/HQAZUG7CD3UUNCWZW3XJTMXYSM \
  | 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: 3c019a1be21ee9468ad9b6ee99b2f89332a495d8dbc43726b4eff6fd51eb9c7c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "10e557d00cf19c5cfa19877d904a20fd1c102d252914849c781d8ccaaecd5071",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2024-12-11T11:09:15Z",
    "title_canon_sha256": "86b69c45f7fed527f79c885fdb2358422ccbdeefaff75fe190ae25770c05efa2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.08294",
    "kind": "arxiv",
    "version": 1
  }
}