Pith. sign in
Pith Number

pith:JGQHTJ4L

pith:2022:JGQHTJ4LI7FB63JIC32JSOS2DJ
not attested not anchored not stored refs pending

Asynchronous Execution of Heterogeneous Tasks in ML-driven HPC Workflows

Matteo Turilli, Ozgur O. Kilic, Shantenu Jha, Vincent R. Pascuzzi

arxiv:2208.11069 v2 · 2022-08-23 · cs.DC · cs.AI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{JGQHTJ4LI7FB63JIC32JSOS2DJ}

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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 2026-07-05T06:25:12.063384Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

49a079a78b47ca1f6d2816f4993a5a1a568f752c1d6dbdf6db99ffc117762068

Aliases

arxiv: 2208.11069 · arxiv_version: 2208.11069v2 · doi: 10.48550/arxiv.2208.11069 · pith_short_12: JGQHTJ4LI7FB · pith_short_16: JGQHTJ4LI7FB63JI · pith_short_8: JGQHTJ4L
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/JGQHTJ4LI7FB63JIC32JSOS2DJ \
  | 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: 49a079a78b47ca1f6d2816f4993a5a1a568f752c1d6dbdf6db99ffc117762068
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f21af6afc4ccdf6b66055362e85f23d63b8c7fb8598053bb0d9e0f65f42953e5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2022-08-23T16:25:48Z",
    "title_canon_sha256": "76662b56a8664aa240d91ff68374f1a107e5e36c0c82cb4c43c9bfecbd2f8616"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.11069",
    "kind": "arxiv",
    "version": 2
  }
}