Pith Number

pith:XJ6NEFSN

pith:2025:XJ6NEFSNBLLB55M5J7RMV2PJVC

not attested not anchored not stored refs pending

Leveraging Neural Graph Compilers in Machine Learning Research for Edge-Cloud Systems

Alireza Furutanpey, Carmen Walser, Pantelis A. Frangoudis, Philipp Raith, Schahram Dustdar

arxiv:2504.20198 v1 · 2025-04-28 · cs.DC · 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{XJ6NEFSNBLLB55M5J7RMV2PJVC}

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	2026-07-05T10:55:38.215151Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ba7cd2164d0ad61ef59d4fe2cae9e9a8a02e1bb3f7d754a2937e980a69d6874f

Aliases

arxiv: 2504.20198 · arxiv_version: 2504.20198v1 · doi: 10.48550/arxiv.2504.20198 · pith_short_12: XJ6NEFSNBLLB · pith_short_16: XJ6NEFSNBLLB55M5 · pith_short_8: XJ6NEFSN

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/XJ6NEFSNBLLB55M5J7RMV2PJVC \
  | 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: ba7cd2164d0ad61ef59d4fe2cae9e9a8a02e1bb3f7d754a2937e980a69d6874f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2e4a32174323acd7bd661a0ba0e5e6ed8a9fb0b6b5ae1a286c05f37245cf7f10",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2025-04-28T19:02:16Z",
    "title_canon_sha256": "a87ce3fd57dfd0f9b4a649ba393479ab1274e206d2e34ec7575cd00b720e1758"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.20198",
    "kind": "arxiv",
    "version": 1
  }
}