Pith Number

pith:CMM6YIKM

pith:2025:CMM6YIKMQ7UIOZ2AZASPGVOQAR

not attested not anchored not stored refs pending

Scheduling Techniques of AI Models on Modern Heterogeneous Edge GPU -- A Critical Review

Ashiyana Abdul Majeed, Mahmoud Meribout

arxiv:2506.01377 v1 · 2025-06-02 · cs.DC · cs.AR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CMM6YIKMQ7UIOZ2AZASPGVOQAR}

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	2026-06-04T01:08:29.469731Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1319ec214c87e8876740c824f355d0045a6bf5c1943fe15ea0c554c2b0bc4082

Aliases

arxiv: 2506.01377 · arxiv_version: 2506.01377v1 · doi: 10.48550/arxiv.2506.01377 · pith_short_12: CMM6YIKMQ7UI · pith_short_16: CMM6YIKMQ7UIOZ2A · pith_short_8: CMM6YIKM

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/CMM6YIKMQ7UIOZ2AZASPGVOQAR \
  | 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: 1319ec214c87e8876740c824f355d0045a6bf5c1943fe15ea0c554c2b0bc4082

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ce6d6f7d6f211bdcd033a8944976f5b7cd402b276a6ccb139f6b0cdbfa6f8852",
    "cross_cats_sorted": [
      "cs.AR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2025-06-02T07:11:10Z",
    "title_canon_sha256": "86f8bc92b88fd940ad7ea9f997ae76229c69d648ecc9098a86641bf18f980fa3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.01377",
    "kind": "arxiv",
    "version": 1
  }
}