Pith Number

pith:422JGL2X

pith:2024:422JGL2XK7N3XMMOXGCJV5UN2D

not attested not anchored not stored refs pending

DFModel: Design Space Optimization of Large-Scale Systems Exploiting Dataflow Mappings

Ardavan Pedram, Kunle Olukotun, Nathan Zhang, Olivia Hsu, Sho Ko

arxiv:2412.16432 v1 · 2024-12-21 · 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{422JGL2XK7N3XMMOXGCJV5UN2D}

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.

Cited by

1 paper in Pith

DeepStack: Scalable and Accurate Design Space Exploration for Distributed 3D-Stacked AI Accelerators

Receipt and verification

First computed	2026-07-05T09:52:45.921330Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e6b4932f5757dbbbb18eb9849af68dd0dd090e00a2980d2d33d74064ebdba9d6

Aliases

arxiv: 2412.16432 · arxiv_version: 2412.16432v1 · doi: 10.48550/arxiv.2412.16432 · pith_short_12: 422JGL2XK7N3 · pith_short_16: 422JGL2XK7N3XMMO · pith_short_8: 422JGL2X

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/422JGL2XK7N3XMMOXGCJV5UN2D \
  | 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: e6b4932f5757dbbbb18eb9849af68dd0dd090e00a2980d2d33d74064ebdba9d6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1fbe38be253895804ff36361107342dfc1183889f5d9bdb9af6772e87bbe1a87",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AR",
    "submitted_at": "2024-12-21T01:37:59Z",
    "title_canon_sha256": "800c9dccc34d05bb12d97e9c57ac78ea449048e02dff7455205dd39ddc56834d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.16432",
    "kind": "arxiv",
    "version": 1
  }
}