Pith Number

pith:LXHGMB5Q

pith:2025:LXHGMB5Q2VFZXAV4TYLGG5A7OP

not attested not anchored not stored refs pending

Design Space Exploration of DMA based Finer-Grain Compute Communication Overlap

Lizy K. John, Mahzabeen Islam, Shagnik Pal, Shaizeen Aga, Suchita Pati

arxiv:2512.10236 v2 · 2025-12-11 · cs.DC · 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{LXHGMB5Q2VFZXAV4TYLGG5A7OP}

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	2026-06-02T01:03:39.676576Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5dce6607b0d54b9b82bc9e1663741f73e1ea6940d4a0570d8d07429715c2ade6

Aliases

arxiv: 2512.10236 · arxiv_version: 2512.10236v2 · doi: 10.48550/arxiv.2512.10236 · pith_short_12: LXHGMB5Q2VFZ · pith_short_16: LXHGMB5Q2VFZXAV4 · pith_short_8: LXHGMB5Q

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/LXHGMB5Q2VFZXAV4TYLGG5A7OP \
  | 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: 5dce6607b0d54b9b82bc9e1663741f73e1ea6940d4a0570d8d07429715c2ade6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "769e436e97264ea75a7fc6bbfcfb0572bf485eaae4c1a57190a01a904e8d0eb8",
    "cross_cats_sorted": [
      "cs.AR",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2025-12-11T02:43:27Z",
    "title_canon_sha256": "9b4e28b5f8fa614e88a867fa9db600a6efafe6f9096f19559534ac4183c60def"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.10236",
    "kind": "arxiv",
    "version": 2
  }
}