Pith Number

pith:BDPEQEX2

pith:2025:BDPEQEX2MGPDKIX3ZJTBUICKRL

not attested not anchored not stored refs pending

Hardware-Aware Data and Instruction Mapping for AI Tasks: Balancing Parallelism, I/O and Memory Tradeoffs

Md Rownak Hossain Chowdhury, Mostafizur Rahman

arxiv:2509.03846 v1 · 2025-09-04 · cs.AR · 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{BDPEQEX2MGPDKIX3ZJTBUICKRL}

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	2026-07-05T12:04:47.802156Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

08de4812fa619e3522fbca661a204a8ae2a73e7ded573dce84f3595e4bb7f4cf

Aliases

arxiv: 2509.03846 · arxiv_version: 2509.03846v1 · doi: 10.48550/arxiv.2509.03846 · pith_short_12: BDPEQEX2MGPD · pith_short_16: BDPEQEX2MGPDKIX3 · pith_short_8: BDPEQEX2

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/BDPEQEX2MGPDKIX3ZJTBUICKRL \
  | 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: 08de4812fa619e3522fbca661a204a8ae2a73e7ded573dce84f3595e4bb7f4cf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c274db1b1d950b3f05b3b402191c7ea529ce6fe18aeae1266226340760c4e12a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AR",
    "submitted_at": "2025-09-04T03:14:16Z",
    "title_canon_sha256": "7c9e11cce2a85549efa08051f74332a0a4c632c44a42a831852ca5183adb180f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.03846",
    "kind": "arxiv",
    "version": 1
  }
}