Pith Number

pith:LZPRN7Y6

pith:2021:LZPRN7Y676MGV2ABT4J546MOHV

not attested not anchored not stored refs pending

QoS-Aware Placement of Deep Learning Services on the Edge with Multiple Service Implementations

Daniel E. Lucani, Hana Khamfroush, Nathaniel Hudson

arxiv:2104.15094 v1 · 2021-04-30 · cs.NI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LZPRN7Y676MGV2ABT4J546MOHV}

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	2026-07-05T02:36:29.846645Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5e5f16ff1eff986ae8019f13de798e3d43e7bde912357f723a218ab07d55e6bc

Aliases

arxiv: 2104.15094 · arxiv_version: 2104.15094v1 · doi: 10.48550/arxiv.2104.15094 · pith_short_12: LZPRN7Y676MG · pith_short_16: LZPRN7Y676MGV2AB · pith_short_8: LZPRN7Y6

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/LZPRN7Y676MGV2ABT4J546MOHV \
  | 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: 5e5f16ff1eff986ae8019f13de798e3d43e7bde912357f723a218ab07d55e6bc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f87ec882b6ff351132ace02d593cc07d8a830ef79143b6a1a867920f936b49fc",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2021-04-30T16:20:27Z",
    "title_canon_sha256": "50a535a33152a7913729f8aa350bc34394a0fb0059ae662db4f9dbece7f1d930"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2104.15094",
    "kind": "arxiv",
    "version": 1
  }
}