Pith Number

pith:4DI6YYTT

pith:2025:4DI6YYTTLCO532DA2AC5WNSW5D

not attested not anchored not stored refs pending

MaLV-OS: Rethinking the Operating System Architecture for Machine Learning in Virtualized Clouds

Oana Balmau, Stella Bitchebe

arxiv:2508.03676 v1 · 2025-08-05 · cs.OS · 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{4DI6YYTTLCO532DA2AC5WNSW5D}

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	2026-07-05T11:49:00.965351Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e0d1ec6273589ddde860d005db3656e8c7720e87c8945e01f08809c49190bc83

Aliases

arxiv: 2508.03676 · arxiv_version: 2508.03676v1 · doi: 10.48550/arxiv.2508.03676 · pith_short_12: 4DI6YYTTLCO5 · pith_short_16: 4DI6YYTTLCO532DA · pith_short_8: 4DI6YYTT

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/4DI6YYTTLCO532DA2AC5WNSW5D \
  | 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: e0d1ec6273589ddde860d005db3656e8c7720e87c8945e01f08809c49190bc83

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "99771491fe94fc827819aab47cdd462a33794e9203f28c49b5b40bc43a80278b",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.OS",
    "submitted_at": "2025-08-05T17:46:40Z",
    "title_canon_sha256": "a7131326f81404e4125abf8b6cf0ce31a9bb71d852813f72eead39dbecba52b3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.03676",
    "kind": "arxiv",
    "version": 1
  }
}