Pith Number

pith:2SPRUSNQ

pith:2022:2SPRUSNQ2S364OPWNLMKAUBMFA

not attested not anchored not stored refs pending

Challenges and Opportunities of Machine Learning for Monitoring and Operational Data Analytics in Quantitative Codesign of Supercomputers

Florina M. Ciorba, Nicolas Lachiche, Thomas Jakobsche

arxiv:2209.07164 v3 · 2022-09-15 · 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{2SPRUSNQ2S364OPWNLMKAUBMFA}

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	2026-07-05T05:02:27.252457Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d49f1a49b0d4b7ee39f66ad8a0502c28329ed0e18c98ad963ed5accec6867a0a

Aliases

arxiv: 2209.07164 · arxiv_version: 2209.07164v3 · doi: 10.48550/arxiv.2209.07164 · pith_short_12: 2SPRUSNQ2S36 · pith_short_16: 2SPRUSNQ2S364OPW · pith_short_8: 2SPRUSNQ

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/2SPRUSNQ2S364OPWNLMKAUBMFA \
  | 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: d49f1a49b0d4b7ee39f66ad8a0502c28329ed0e18c98ad963ed5accec6867a0a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8bb263dfdc96ecbd8b3d26b8d7eaa6d07c534111219ea9ce93a2ea726d899f15",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2022-09-15T09:27:19Z",
    "title_canon_sha256": "23f6545f244ad702330ddd533f237133b76628e6dde94c39f440cadd1c23fb3a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.07164",
    "kind": "arxiv",
    "version": 3
  }
}